ICLR 2023 Statistics
Github
# (40419) Title R1 R7 R7-std ∆R Ratings
1 Git Re-Basin: Merging Models modulo Permutation Symmetries8.678.670.940.00
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2 Rethinking the Expressive Power of GNNs via Graph Biconnectivity8.678.670.940.00
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3 Emergence of Maps in the Memories of Blind Navigation Agents8.509.001.000.50
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4 DEP-RL: Embodied Exploration for Reinforcement Learning in Overactuated and Musculoskeletal Systems8.508.500.870.00
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5 Graph Neural Networks for Link Prediction with Subgraph Sketching8.508.500.870.00
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6 Revisiting the Entropy Semiring for Neural Speech Recognition8.508.501.660.00
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7 Understanding Ensemble, Knowledge Distillation and Self-Distillation in Deep Learning8.259.001.000.75
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8 Learning a Data-Driven Policy Network for Pre-Training Automated Feature Engineering8.008.000.000.00
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9 Fast Nonlinear Vector Quantile Regression8.008.000.000.00
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10 Scaling Up Probabilistic Circuits by Latent Variable Distillation8.008.000.000.00
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11 ​​What learning algorithm is in-context learning? Investigations with linear models8.008.000.000.00
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12 FedExP: Speeding up Federated Averaging via Extrapolation8.008.000.000.00
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13 DreamFusion: Text-to-3D using 2D Diffusion8.007.500.87-0.50
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14 Universal Few-shot Learning of Dense Prediction Tasks with Visual Token Matching8.009.330.941.33
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15 ReAct: Synergizing Reasoning and Acting in Language Models8.008.000.000.00
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16 The Lie Derivative for Measuring Learned Equivariance8.008.000.000.00
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17 Agree to Disagree: Diversity through Disagreement for Better Transferability8.008.000.000.00
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18 Can We Find Nash Equilibria at a Linear Rate in Markov Games?8.008.500.870.50
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19 Aligning Model and Macaque Inferior Temporal Cortex Representations Improves Model-to-Human Behavioral Alignment and Adversarial Robustness8.008.000.000.00
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20 Robust Scheduling with GFlowNets8.007.500.87-0.50
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21 Transformers Learn Shortcuts to Automata8.008.001.630.00
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22 Strong inductive biases provably prevent harmless interpolation8.008.000.000.00
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23 Confidential-PROFITT: Confidential PROof of FaIr Training of Trees8.008.000.000.00
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24 Minimum Variance Unbiased N:M Sparsity for the Neural Gradients8.008.000.000.00
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25 Asymptotic Instance-Optimal Algorithms for Interactive Decision Making8.008.001.260.00
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26 Targeted Hyperparameter Optimization with Lexicographic Preferences Over Multiple Objectives8.008.000.000.00
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27 Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning8.008.000.000.00
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28 Self-Stabilization: The Implicit Bias of Gradient Descent at the Edge of Stability8.008.000.000.00
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29 Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness8.008.000.000.00
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30 AudioGen: Textually Guided Audio Generation8.008.000.000.00
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31 Geometric Networks Induced by Energy Constrained Diffusion8.008.001.410.00
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32 A Call to Reflect on Evaluation Practices for Failure Detection in Image Classification8.008.670.940.67
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33 Martingale Posterior Neural Processes8.008.670.940.67
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34 Relative representations enable zero-shot latent space communication8.008.670.940.67
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35 Sign and Basis Invariant Networks for Spectral Graph Representation Learning8.008.000.000.00
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36 Conditional Antibody Design as 3D Equivariant Graph Translation8.008.000.000.00
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37 Evaluating Long-Term Memory in 3D Mazes8.008.000.000.00
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38 Generate rather than Retrieve: Large Language Models are Strong Context Generators8.008.500.870.50
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39 Betty: An Automatic Differentiation Library for Multilevel Optimization8.008.001.410.00
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40 Benchmarking Deformable Object Manipulation with Differentiable Physics8.008.000.000.00
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41 Generating Diverse Cooperative Agents by Learning Incompatible Policies8.008.000.000.00
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42 On the duality between contrastive and non-contrastive self-supervised learning7.757.751.790.00
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43 Flow Matching for Generative Modeling7.757.751.790.00
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44 DiffEdit: Diffusion-based semantic image editing with mask guidance7.757.751.790.00
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45 GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation7.677.672.050.00
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46 Selection-Inference: Exploiting Large Language Models for Interpretable Logical Reasoning7.607.600.800.00
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47 BigVGAN: A Universal Neural Vocoder with Large-Scale Training7.607.600.800.00
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48 Exponential Generalization Bounds with Near-Optimal Rates for $L_q$-Stable Algorithms7.607.600.800.00
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49 CROM: Continuous Reduced-Order Modeling of PDEs Using Implicit Neural Representations7.607.600.800.00
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50 Concept-level Debugging of Part-Prototype Networks7.508.000.000.50
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51 WikiWhy: Answering and Explaining Cause-and-Effect Questions7.507.500.870.00
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52 GEASS: Neural causal feature selection for high-dimensional biological data7.507.500.870.00
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53 Sampling is as easy as learning the score: theory for diffusion models with minimal data assumptions7.508.000.000.50
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54 SMART: Self-supervised Multi-task pretrAining with contRol Transformers7.507.500.870.00
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55 The Surprising Effectiveness of Equivariant Models in Domains with Latent Symmetry7.508.000.000.50
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56 Provably Efficient Neural Offline Reinforcement Learning via Perturbed Rewards7.507.500.870.00
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57 Near-optimal Coresets for Robust Clustering7.508.000.000.50
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58 PAC-NeRF: Physics Augmented Continuum Neural Radiance Fields for Geometry-Agnostic System Identification7.507.500.870.00
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59 GLM-130B: An Open Bilingual Pre-trained Model7.508.000.000.50
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60 Provably Auditing Ordinary Least Squares in Low Dimensions7.507.500.870.00
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61 Effects of Graph Convolutions in Multi-layer Networks7.507.500.870.00
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62 Unmasking the Lottery Ticket Hypothesis: What's Encoded in a Winning Ticket's Mask?7.508.001.410.50
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63 Few-shot Cross-domain Image Generation via Inference-time Latent-code Learning7.508.000.000.50
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64 Draft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal Proofs7.507.500.870.00
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65 Symbolic Physics Learner: Discovering governing equations via Monte Carlo tree search7.508.000.000.50
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66 Prompt-to-Prompt Image Editing with Cross-Attention Control7.507.500.870.00
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67 PV3D: A 3D Generative Model for Portrait Video Generation7.507.501.660.00
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68 UNIFIED-IO: A Unified Model for Vision, Language, and Multi-modal Tasks7.507.500.870.00
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69 Omnigrok: Grokking Beyond Algorithmic Data7.508.000.000.50
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70 A Minimalist Dataset for Systematic Generalization of Perception, Syntax, and Semantics7.507.500.870.00
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71 Accurate Image Restoration with Attention Retractable Transformer7.507.500.870.00
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72 Generalized structure-aware missing view completion network for incomplete multi-view clustering7.507.500.870.00
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73 PEER: A Collaborative Language Model7.507.500.870.00
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74 Empowering Networks With Scale and Rotation Equivariance Using A Similarity Convolution7.507.500.870.00
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75 Token Merging: Your ViT But Faster7.508.001.410.50
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76 Image as Set of Points7.508.500.871.00
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77 H2RBox: Horizonal Box Annotation is All You Need for Oriented Object Detection7.507.501.660.00
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78 Pushing the Limits of Fewshot Anomaly Detection in Industry Vision: Graphcore7.507.500.870.00
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79 Minimax Optimal Kernel Operator Learning via Multilevel Training7.408.800.981.40
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80 Few-Shot Domain Adaptation For End-to-End Communication7.337.330.940.00
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81 Improved Training of Physics-Informed Neural Networks Using Energy-Based Priors: a Study on Electrical Impedance Tomography7.338.001.630.67
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82 Combinatorial Pure Exploration of Causal Bandits7.337.330.940.00
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83 The In-Sample Softmax for Offline Reinforcement Learning7.337.330.940.00
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84 Discrete Predictor-Corrector Diffusion Models for Image Synthesis7.337.330.940.00
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85 Binding Language Models in Symbolic Languages7.338.000.000.67
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86 Evolve Smoothly, Fit Consistently: Learning Smooth Latent Dynamics For Advection-Dominated Systems7.337.330.940.00
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87 Learning Language Representations with Logical Inductive Bias7.337.330.940.00
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88 Implicit Bias of Large Depth Networks: a Notion of Rank for Nonlinear Functions7.337.501.610.17
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89 Contrastive Corpus Attribution for Explaining Representations7.337.330.940.00
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90 SoftZoo: A Soft Robot Co-design Benchmark For Locomotion In Diverse Environments7.337.330.940.00
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91 Disentanglement of Correlated Factors via Hausdorff Factorized Support7.337.330.940.00
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92 Exploring the Limits of Differentially Private Deep Learning with Group-wise Clipping7.337.330.940.00
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93 DiffusER: Diffusion via Edit-based Reconstruction7.337.330.940.00
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94 Efficient recurrent architectures through activity sparsity and sparse back-propagation through time7.338.000.000.67
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95 Symmetric Pruning in Quantum Neural Networks7.338.000.000.67
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96 Incremental Learning of Structured Memory via Closed-Loop Transcription7.338.000.000.67
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97 Scaling Forward Gradient With Local Losses7.338.000.000.67
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98 Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning7.337.330.940.00
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99 Progress measures for grokking via mechanistic interpretability7.338.000.000.67
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100 Simplified State Space Layers for Sequence Modeling7.338.000.000.67
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101 Partially Observable RL with B-Stability: Unified Structural Condition and Sharp Sample-Efficient Algorithms7.337.330.940.00
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102 Post-hoc Concept Bottleneck Models7.338.000.000.67
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103 Open-Vocabulary Object Detection upon Frozen Vision and Language Models7.338.000.000.67
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104 Temporal Dependencies in Feature Importance for Time Series Prediction7.337.330.940.00
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105 Pre-training via Denoising for Molecular Property Prediction7.337.330.940.00
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106 A General Framework for Sample-Efficient Function Approximation in Reinforcement Learning7.338.000.000.67
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107 SCALE-UP: An Efficient Black-box Input-level Backdoor Detection via Analyzing Scaled Prediction Consistency7.337.330.940.00
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108 Multi-Rate VAE: Train Once, Get the Full Rate-Distortion Curve7.338.000.000.67
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109 A framework for benchmarking Class-out-of-distribution detection and its application to ImageNet7.338.000.000.67
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110 SketchKnitter: Vectorized Sketch Generation with Diffusion Models7.337.330.940.00
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111 Tailoring Language Generation Models under Total Variation Distance7.338.670.941.33
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112 Bag of Tricks for Unsupervised Text-to-Speech7.337.330.940.00
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113 Statistical Efficiency of Score Matching: The View from Isoperimetry7.338.000.000.67
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114 Multifactor Sequential Disentanglement via Structured Koopman Autoencoders7.337.330.940.00
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115 View Synthesis with Sculpted Neural Points7.337.330.940.00
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116 AutoGT: Automated Graph Transformer Architecture Search7.338.000.000.67
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117 Neural Optimal Transport7.337.330.940.00
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118 Deep Ranking Ensembles for Hyperparameter Optimization7.337.330.940.00
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119 Win: Weight-Decay-Integrated Nesterov Acceleration for Adaptive Gradient Algorithms7.338.000.000.67
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120 Measuring axiomatic identifiability of counterfactual image models7.337.330.940.00
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121 GFlowNets and variational inference7.337.331.890.00
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122 Offline Q-learning on Diverse Multi-Task Data Both Scales And Generalizes7.258.001.410.75
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123 gDDIM: Generalized denoising diffusion implicit models7.257.500.870.25
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124 A Theoretical Framework for Inference and Learning in Predictive Coding Networks7.257.252.590.00
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125 The Onset of Variance-Limited Behavior for Networks in the Lazy and Rich Regimes7.257.500.870.25
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126 The Asymmetric Maximum Margin Bias of Quasi-Homogeneous Neural Networks7.258.500.871.25
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127 Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation7.257.500.870.25
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128 A probabilistic framework for task-aligned intra- and inter-area neural manifold estimation7.257.500.870.25
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129 Neuromechanical Autoencoders: Learning to Couple Elastic and Neural Network Nonlinearity7.257.500.870.25
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130 Diffusion Policies as an Expressive Policy Class for Offline Reinforcement Learning7.257.500.870.25
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131 Efficient Learning of Rationalizable Equilibria in General-Sum Games7.257.500.870.25
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132 ExpressivE: A Spatio-Functional Embedding For Knowledge Graph Completion7.258.001.410.75
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133 Fundamental Limits in Formal Verification of Message-Passing Neural Networks7.257.252.590.00
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134 Learning on Large-scale Text-attributed Graphs via Variational Inference7.257.500.870.25
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135 Extreme Q-Learning: MaxEnt RL without Entropy7.257.501.660.25
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136 STaSy: Score-based Tabular data Synthesis7.257.251.300.00
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137 BAYES RISK CTC: CONTROLLABLE CTC ALIGNMENT IN SEQUENCE-TO-SEQUENCE TASKS7.257.500.870.25
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138 A Convergent Single-Loop Algorithm for Gromov-Wasserstein in Graph Data 7.258.000.000.75
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139 Provable Memorization Capacity of Transformers7.257.251.300.00
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140 Mega: Moving Average Equipped Gated Attention7.257.251.300.00
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141 Domain-Indexing Variational Bayes for Domain Adaptation7.257.500.870.25
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142 Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning?7.257.251.920.00
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143 ResAct: Reinforcing Long-term Engagement in Sequential Recommendation with Residual Actor7.257.251.300.00
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144 Multi-skill Mobile Manipulation for Object Rearrangement7.257.251.920.00
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145 MocoSFL: enabling cross-client collaborative self-supervised learning7.257.500.870.25
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146 MECTA: Memory-Economic Continual Test-Time Model Adaptation7.257.500.870.25
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147 Diversify and Disambiguate: Out-of-Distribution Robustness via Disagreement7.257.500.870.25
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148 Depth Separation with Multilayer Mean-Field Networks7.207.200.980.00
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149 A Holistic View of Noise Transition Matrix in Deep Learning and Beyond7.207.200.980.00
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150 Masked Unsupervised Self-training for Label-free Image Classification 7.177.501.120.33
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151 Softened Symbol Grounding for Neuro-symbolic Systems7.007.251.920.25
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152 Learning Group Importance using the Differentiable Hypergeometric Distribution7.007.500.870.50
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153 A Message Passing Perspective on Learning Dynamics of Contrastive Learning7.007.330.940.33
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154 LiftedCL: Lifting Contrastive Learning for Human-Centric Perception7.007.001.410.00
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155 Learning with Logical Constraints but without Shortcut Satisfaction7.007.001.000.00
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156 Automatically Answering and Generating Machine Learning Final Exams7.005.332.05-1.67
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157 A Closer Look at Model Adaptation using Feature Distortion and Simplicity Bias7.008.001.411.00
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158 What Makes Convolutional Models Great on Long Sequence Modeling?7.007.001.000.00
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159 The Role of Coverage in Online Reinforcement Learning7.007.001.410.00
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160 Diffusion-GAN: Training GANs with Diffusion7.007.001.000.00
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161 Real-time variational method for learning neural trajectory and its dynamics7.007.001.000.00
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162 When and why Vision-Language Models behave like Bags-of-Words, and what to do about it?7.007.001.000.00
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163 Learning Iterative Neural Optimizers for Image Steganography7.007.001.000.00
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164 Interpretable Geometric Deep Learning via Learnable Randomness Injection7.007.001.000.00
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165 Is Reinforcement Learning (Not) for Natural Language Processing?: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization7.007.001.000.00
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166 Learning rigid dynamics with face interaction graph networks7.008.501.661.50
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167 Why (and When) does Local SGD Generalize Better than SGD?7.007.330.940.33
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168 Do We Really Need Complicated Model Architectures For Temporal Networks?7.007.330.940.33
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169 Modeling the Data-Generating Process is Necessary for Out-of-Distribution Generalization7.007.001.000.00
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170 (Certified!!) Adversarial Robustness for Free!7.007.001.000.00
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171 Efficient Conditionally Invariant Representation Learning7.007.330.940.33
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172 Canary in a Coalmine: Better Membership Inference with Ensembled Adversarial Queries7.008.000.001.00
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173 Learning Fair Graph Representations via Automated Data Augmentations7.007.500.870.50
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174 Latent Neural ODEs with Sparse Bayesian Multiple Shooting7.007.501.660.50
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175 Decentralized Optimistic Hyperpolicy Mirror Descent: Provably No-Regret Learning in Markov Games7.007.001.000.00
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176 Towards Universal Visual Reward and Representation via Value-Implicit Pre-Training7.007.001.000.00
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177 A Higher Precision Algorithm for Computing the $1$-Wasserstein Distance7.008.000.001.00
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178 Imitating Human Behaviour with Diffusion Models7.007.001.000.00
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179 LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval7.007.001.000.00
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180 Sampling-based inference for large linear models, with application to linearised Laplace7.007.500.870.50
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181 Dual Algorithmic Reasoning7.008.000.001.00
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182 Almost Linear Constant-Factor Sketching for $ell_1$ and Logistic Regression7.007.001.410.00
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183 Spectral Subgraph Localization7.004.672.36-2.33
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184 FluidLab: A Differentiable Environment for Benchmarking Complex Fluid Manipulation7.007.501.660.50
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185 On Compositional Uncertainty Quantification for Seq2seq Graph Parsing7.008.001.631.00
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186 Efficient Attention via Control Variates7.007.500.870.50
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187 Augmented Lagrangian is Enough for Optimal Offline RL with General Function Approximation and Partial Coverage7.007.500.870.50
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188 DocPrompting: Generating Code by Retrieving the Docs7.007.500.870.50
8, 6, 8, 6
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189 Words are all you need? Language as an approximation for representational similarity7.007.751.790.75
5, 8, 5, 10
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190 FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning7.007.001.410.00
8, 5, 8
8, 5, 8
191 Spectral Decomposition Representation for Reinforcement Learning7.007.001.410.00
8, 8, 5
8, 8, 5
192 Certifiably Robust Policy Learning against Adversarial Multi-Agent Communication7.007.330.940.33
8, 8, 5
8, 8, 6
193 Learning Sparse Group Models Through Boolean Relaxation7.007.500.870.50
6, 8, 6, 8
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194 Deconstructing Distributions: A Pointwise Framework of Learning7.007.001.000.00
8, 6, 6, 8
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195 Parametrizing Product Shape Manifolds by Composite Networks7.007.001.410.00
8, 8, 5
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196 Learning Hyper Label Model for Programmatic Weak Supervision7.006.500.87-0.50
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197 STOCHASTIC NO-REGRET LEARNING FOR GENERAL GAMES WITH VARIANCE REDUCTION7.007.500.870.50
8, 6, 8, 6
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198 TAN without a burn: Scaling laws of DP-SGD7.007.001.000.00
8, 8, 6, 6
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199 Pink Noise Is All You Need: Colored Noise Exploration in Deep Reinforcement Learning7.008.000.001.00
5, 8, 8
8, 8, 8
200 A Unified Algebraic Perspective on Lipschitz Neural Networks7.007.500.870.50
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201 Sparsity-Constrained Optimal Transport7.007.601.500.60
10, 8, 5, 6, 6
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202 Embedding Fourier for Ultra-High-Definition Low-Light Image Enhancement7.007.500.870.50
6, 8, 8, 6
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203 HT-Net: Hierarchical Transformer based Operator Learning Model for Multiscale PDEs7.007.251.920.25
5, 10, 8, 5
6, 10, 8, 5
204 On the Usefulness of Embeddings, Clusters and Strings for Text Generation Evaluation7.007.001.000.00
6, 8, 8, 6
6, 8, 8, 6
205 Accurate Bayesian Meta-Learning by Accurate Task Posterior Inference7.007.001.000.00
8, 8, 6, 6
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206 Context-enriched molecule representations improve few-shot drug discovery7.007.001.000.00
8, 8, 6, 6
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207 A Universal 3D Molecular Representation Learning Framework7.007.751.790.75
3, 8, 10
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208 The Generalized Eigenvalue Problem as a Nash Equilibrium7.007.500.870.50
8, 6, 6, 8
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209 Language Modelling with Pixels7.007.001.000.00
8, 6, 6, 8
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210 Faster Gradient-Free Methods for Escaping Saddle Points7.007.500.870.50
8, 6, 8, 6
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211 Classically Approximating Variational Quantum Machine Learning with Random Fourier Features7.007.330.940.33
5, 8, 8
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212 Self-supervision through Random Segments with Autoregressive Coding (RandSAC)7.007.330.940.33
5, 8, 8
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213 Exploring Temporally Dynamic Data Augmentation for Video Recognition7.007.500.870.50
6, 6, 8, 8
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214 Meta-Learning in Games7.007.001.000.00
6, 8, 8, 6
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215 Continuized Acceleration for Quasar Convex Functions in Non-Convex Optimization7.007.001.000.00
8, 6, 6, 8
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216 InCoder: A Generative Model for Code Infilling and Synthesis7.007.001.000.00
6, 6, 8, 8
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217 Benchmarking Offline Reinforcement Learning on Real-Robot Hardware7.007.001.000.00
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218 Transformers are Sample-Efficient World Models7.008.000.001.00
8, 6, 6, 8
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219 Scalable Subset Sampling with Neural Conditional Poisson Networks7.007.001.000.00
8, 6, 6, 8
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220 Diffusion Posterior Sampling for General Noisy Inverse Problems7.007.001.000.00
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221 Learning the Positions in CountSketch7.007.500.870.50
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222 DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection7.007.001.260.00
8, 8, 5, 8, 6
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223 Provable Sim-to-real Transfer in Continuous Domain with Partial Observations7.007.330.940.33
8, 5, 8
8, 6, 8
224 Outcome-directed Reinforcement Learning by Uncertainty & Temporal Distance-Aware Curriculum Goal Generation7.007.330.940.33
8, 8, 5
8, 8, 6
225 Analog Bits: Generating Discrete Data using Diffusion Models with Self-Conditioning7.007.001.000.00
6, 8, 8, 6
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226 NeRN: Learning Neural Representations for Neural Networks7.007.001.000.00
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227 Rank Preserving Framework for Asymmetric Image Retrieval 7.007.001.000.00
6, 8, 8, 6
6, 8, 8, 6
228 Closing the gap: Exact maximum likelihood training of generative autoencoders using invertible layers7.007.500.870.50
6, 8, 8, 6
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229 Switch-NeRF: Learning Scene Decomposition with Mixture of Experts for Large-scale Neural Radiance Fields7.007.001.000.00
8, 6, 6, 8
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230 Plateau in Monotonic Linear Interpolation --- A 'Biased' View of Loss Landscape for Deep Networks7.007.001.000.00
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231 Automated Data Augmentations for Graph Classification7.007.330.940.33
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232 Self-Supervised Category-Level Articulated Object Pose Estimation with Part-Level SE(3) Equivariance7.007.001.730.00
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233 Human Motion Diffusion Model7.007.500.870.50
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234 More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity6.807.001.790.20
5, 8, 10, 6, 5
6, 8, 10, 6, 5
235 Understanding Edge-of-Stability Training Dynamics with a Minimalist Example6.807.401.200.60
8, 5, 5, 8, 8
8, 5, 8, 8, 8
236 Self-Distillation for Further Pre-training of Transformers6.806.800.980.00
6, 8, 6, 6, 8
6, 8, 6, 6, 8
237 Neural Networks and the Chomsky Hierarchy6.807.200.980.40
6, 8, 8, 6, 6
6, 8, 8, 8, 6
238 Implicit Bias in Leaky ReLU Networks Trained on High-Dimensional Data 6.758.001.411.25
10, 6, 3, 8
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239 Certified Training: Small Boxes are All You Need6.757.500.870.75
6, 5, 8, 8
8, 6, 8, 8
240 A Kernel Perspective of Skip Connections in Convolutional Networks6.757.251.300.50
5, 8, 8, 6
5, 8, 8, 8
241 Chasing All-Round Graph Representation Robustness: Model, Training, and Optimization6.757.251.300.50
8, 3, 8, 8
8, 5, 8, 8
242 Robust Algorithms on Adaptive Inputs from Bounded Adversaries6.757.001.000.25
8, 6, 5, 8
8, 6, 6, 8
243 Simple initialization and parametrization of sinusoidal networks via their kernel bandwidth6.757.001.000.25
8, 6, 8, 5
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244 Reparameterization through Spatial Gradient Scaling6.757.001.000.25
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245 Guiding Energy-based Models via Contrastive Latent Variables6.756.751.300.00
6, 8, 5, 8
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246 Gradient Descent Converges Linearly for Logistic Regression on Separable Data6.756.751.300.00
8, 5, 8, 6
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247 Momentum Stiefel Optimizer, with Applications to Suitably-Orthogonal Attention, and Optimal Transport6.756.751.920.00
6, 5, 6, 10
6, 5, 6, 10
248 On the Sensitivity of Reward Inference to Misspecified Human Models6.756.752.170.00
8, 8, 3, 8
8, 8, 3, 8
249 Promptagator: Few-shot Dense Retrieval From 8 Examples6.756.751.300.00
5, 6, 8, 8
5, 6, 8, 8
250 Label Propagation with Weak Supervision6.756.751.300.00
8, 8, 6, 5
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251 Learning MLPs on Graphs: A Unified View of Effectiveness, Robustness, and Efficiency6.757.500.870.75
6, 8, 8, 5
8, 8, 8, 6
252 Disentangling with Biological Constraints: A Theory of Functional Cell Types6.757.501.660.75
8, 6, 5, 8
10, 6, 6, 8
253 DINO as a von Mises-Fisher mixture model6.757.500.870.75
8, 5, 6, 8
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254 Scalable Batch-Mode Deep Bayesian Active Learning via Equivalence Class Annealing6.756.751.300.00
8, 8, 6, 5
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255 Provable Defense Against Geometric Transformations6.757.001.000.25
6, 5, 8, 8
6, 6, 8, 8
256 Taking a Step Back with KCal: Multi-Class Kernel-Based Calibration for Deep Neural Networks6.757.001.000.25
6, 5, 8, 8
6, 6, 8, 8
257 Sparse Upcycling: Training Mixture-of-Experts from Dense Checkpoints6.756.751.300.00
5, 8, 8, 6
5, 8, 8, 6
258 Metadata Archaeology: Unearthing Data Subsets by Leveraging Training Dynamics6.757.251.300.50
8, 6, 5, 8
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259 In-Situ Text-Only Adaptation of Speech Models with Low-Overhead Speech Imputations6.757.001.000.25
5, 6, 8, 8
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260 Choreographer: Learning and Adapting Skills in Imagination6.757.001.000.25
5, 8, 8, 6
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261 In-context Reinforcement Learning with Algorithm Distillation6.757.251.920.50
8, 8, 6, 5
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262 User-Interactive Offline Reinforcement Learning6.756.752.590.00
8, 3, 6, 10
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263 Lower Bounds on the Depth of Integral ReLU Neural Networks via Lattice Polytopes6.757.001.000.25
8, 6, 5, 8
8, 6, 6, 8
264 Learning Vortex Dynamics for Fluid Inference and Prediction6.757.001.000.25
5, 8, 8, 6
6, 8, 8, 6
265 Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data6.756.751.300.00
8, 5, 6, 8
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266 Unsupervised Semantic Segmentation with Self-supervised Object-centric Representations6.756.751.300.00
5, 8, 6, 8
5, 8, 6, 8
267 Decompositional Generation Process for Instance-Dependent Partial Label Learning6.757.500.870.75
3, 8, 8, 8
6, 8, 8, 8
268 Building a Subspace of Policies for Scalable Continual Learning6.757.200.980.45
6, 8, 8, 5
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269 Visually-Augmented Language Modeling6.756.751.920.00
6, 5, 10, 6
6, 5, 10, 6
270 Understanding the Role of Nonlinearity in Training Dynamics of Contrastive Learning6.756.751.300.00
5, 6, 8, 8
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271 CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis6.757.500.870.75
8, 5, 8, 6
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272 SAM as an Optimal Relaxation of Bayes6.756.751.300.00
8, 8, 5, 6
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273 Partial Label Unsupervised Domain Adaptation with Class-Prototype Alignment6.757.001.000.25
5, 8, 8, 6
6, 8, 8, 6
274 Moving Forward by Moving Backward: Embedding Action Impact over Action Semantics6.757.500.870.75
6, 5, 8, 8
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275 Undersampling is a Minimax Optimal Robustness Intervention in Nonparametric Classification6.756.751.300.00
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276 Sampling with Mollified Interaction Energy Descent6.756.751.300.00
8, 6, 8, 5
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277 Does Zero-Shot Reinforcement Learning Exist?6.757.252.590.50
6, 3, 8, 10
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278 PaLI: A Jointly-Scaled Multilingual Language-Image Model6.757.500.870.75
5, 8, 8, 6
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279 Learning with Stochastic Orders6.756.751.300.00
8, 6, 5, 8
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280 Offline Congestion Games: How Feedback Type Affects Data Coverage Requirement6.757.500.870.75
8, 6, 8, 5
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281 Powderworld: A Platform for Understanding Generalization via Rich Task Distributions6.758.000.001.25
3, 8, 8, 8
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282 Is Attention All That NeRF Needs?6.757.001.000.25
8, 6, 5, 8
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283 The Influence of Learning Rule on Representation Dynamics in Wide Neural Networks6.758.000.001.25
6, 5, 8, 8
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284 RLx2: Training a Sparse Deep Reinforcement Learning Model from Scratch6.757.500.870.75
5, 6, 8, 8
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285 Sparsity May Cry: Let Us Fail (Current) Sparse Neural Networks Together!6.757.500.870.75
6, 8, 8, 5
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286 Fast and Precise: Adjusting Planning Horizon with Adaptive Subgoal Search6.758.000.001.25
8, 5, 6, 8
8, 8, 8, 8
287 Does Deep Learning Learn to Abstract? A Systematic Probing Framework6.758.001.411.25
8, 5, 6, 8
10, 6, 8, 8
288 Variance-Aware Sparse Linear Bandits6.756.751.300.00
5, 8, 6, 8
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289 Image to Sphere: Learning Equivariant Features for Efficient Pose Prediction6.757.500.870.75
6, 8, 5, 8
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290 Self-Consistency Improves Chain of Thought Reasoning in Language Models6.756.751.920.00
5, 6, 6, 10
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291 Combinatorial-Probabilistic Trade-Off: P-Values of Community Properties Test in the Stochastic Block Models6.758.000.001.25
8, 5, 6, 8
8, 8, 8, 8
292 Improving Deep Regression with Ordinal Entropy6.756.752.170.00
8, 8, 3, 8
8, 8, 3, 8
293 Clifford Neural Layers for PDE Modeling6.757.001.000.25
5, 8, 8, 6
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294 Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning6.756.751.300.00
6, 8, 8, 5
6, 8, 8, 5
295 A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning6.757.500.870.75
5, 8, 8, 6
6, 8, 8, 8
296 Contextual bandits with concave rewards, and an application to fair ranking6.756.751.300.00
8, 6, 5, 8
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297 When to Make and Break Commitments?6.757.200.980.45
5, 6, 8, 8
6, 6, 8, 8, 8
298 Advancing Radiograph Representation Learning with Masked Record Modeling6.757.001.000.25
8, 6, 5, 8
8, 6, 6, 8
299 Quadratic models for understanding neural network dynamics6.756.251.09-0.50
8, 8, 6, 5
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300 Hidden Markov Transformer for Simultaneous Machine Translation6.757.500.870.75
8, 6, 5, 8
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301 Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model6.757.500.870.75
5, 8, 6, 8
8, 8, 6, 8
302 Masked Visual-Textual Prediction for Document Image Representation Pretraining6.756.751.300.00
8, 8, 6, 5
8, 8, 6, 5
303 Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting6.757.251.300.50
6, 8, 5, 8
8, 8, 5, 8
304 Linear Connectivity Reveals Generalization Strategies6.756.751.300.00
8, 5, 8, 6
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305 ViT-Adapter: Exploring Plain Vision Transformer for Accurate Dense Predictions6.756.751.300.00
6, 5, 8, 8
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306 Collaborative Pure Exploration in Kernel Bandit6.757.001.000.25
8, 8, 6, 5
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307 LAVA: Data Valuation without Pre-Specified Learning Algorithms6.758.000.001.25
5, 6, 8, 8
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308 Generative Augmented Flow Networks6.757.001.000.25
6, 5, 8, 8
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309 Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language6.757.500.870.75
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310 Automating Nearest Neighbor Search Configuration with Constrained Optimization6.756.751.300.00
8, 8, 6, 5
8, 8, 6, 5
311 Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders6.756.751.300.00
8, 8, 5, 6
8, 8, 5, 6
312 Can discrete information extraction prompts generalize across language models?6.756.751.300.00
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313 Contextual Convolutional Networks6.757.001.000.25
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314 Easy Differentially Private Linear Regression6.756.751.300.00
6, 8, 8, 5
6, 8, 8, 5
315 Towards Stable Test-time Adaptation in Dynamic Wild World6.757.251.300.50
8, 8, 8, 3
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316 Neural ePDOs: Spatially Adaptive Equivariant Partial Differential Operator Based Networks6.757.500.870.75
5, 8, 6, 8
6, 8, 8, 8
317 An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion6.757.001.000.25
6, 8, 5, 8
6, 8, 6, 8
318 PatchDCT: Patch Refinement for High Quality Instance Segmentation6.757.251.300.50
6, 5, 8, 8
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319 Representation Learning for Low-rank General-sum Markov Games6.757.001.000.25
6, 5, 8, 8
6, 6, 8, 8
320 DFPC: Data flow driven pruning of coupled channels without data.6.676.670.940.00
6, 6, 8
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321 Transformer-based model for symbolic regression via joint supervised learning6.676.670.940.00
6, 6, 8
6, 6, 8
322 Curriculum-based Co-design of Morphology and Control of Voxel-based Soft Robots6.676.670.940.00
6, 8, 6
6, 8, 6
323 Modeling content creator incentives on algorithm-curated platforms6.678.670.942.00
8, 6, 6
10, 8, 8
324 Efficient Deep Reinforcement Learning Requires Regulating Statistical Overfitting6.677.330.940.67
6, 6, 8
8, 6, 8
325 The Tilted Variational Autoencoder: Improving Out-of-Distribution Detection6.676.670.940.00
6, 8, 6
6, 8, 6
326 Mind the Pool: Convolutional Neural Networks Can Overfit Input Size6.676.670.940.00
8, 6, 6
8, 6, 6
327 Time Will Tell: New Outlooks and A Baseline for Temporal Multi-View 3D Object Detection6.678.000.001.33
6, 6, 8
8, 8, 8
328 On Achieving Optimal Adversarial Test Error6.676.670.940.00
6, 8, 6
6, 8, 6
329 KwikBucks: Correlation Clustering with Cheap-Weak and Expensive-Strong Signals6.676.670.940.00
6, 6, 8
6, 6, 8
330 Integrating Symmetry into Differentiable Planning with Steerable Convolutions6.677.330.940.67
8, 6, 6
8, 8, 6
331 Revisiting Populations in multi-agent Communication6.676.670.940.00
6, 6, 8
6, 6, 8
332 Sublinear Algorithms for Kernel Matrices via Kernel Density Estimation6.678.000.001.33
6, 6, 8
8, 8, 8
333 Representational Dissimilarity Metric Spaces for Stochastic Neural Networks6.677.330.940.67
6, 6, 8
6, 8, 8
334 Guess the Instruction! Making Language Models Stronger Zero-Shot Learners6.676.670.940.00
6, 6, 8
6, 6, 8
335 TDR-CL: Targeted Doubly Robust Collaborative Learning for Debiased Recommendations6.676.670.940.00
6, 8, 6
6, 8, 6
336 Scaffolding a Student to Instill Knowledge6.676.670.940.00
6, 8, 6
6, 8, 6
337 The Implicit Bias of Minima Stability in Multivariate Shallow ReLU Networks6.677.001.000.33
6, 8, 6
6, 8, 6, 8
338 MAESTRO: Open-Ended Environment Design for Multi-Agent Reinforcement Learning6.676.670.940.00
6, 8, 6
6, 8, 6
339 Capturing the Motion of Every Joint: 3D Human Pose and Shape Estimation with Independent Tokens6.676.670.940.00
6, 6, 8
6, 6, 8
340 Quality-Similar Diversity via Population Based Reinforcement Learning6.676.670.940.00
6, 8, 6
6, 8, 6
341 Mind's Eye: Grounded Language Model Reasoning through Simulation6.676.670.940.00
6, 8, 6
6, 8, 6
342 Understanding Embodied Reference with Touch-Line Transformer6.676.670.940.00
6, 8, 6
6, 8, 6
343 Domain Generalization via Heckman-type Selection Models 6.677.330.940.67
6, 6, 8
6, 8, 8
344 Hyperbolic Deep Reinforcement Learning6.678.671.892.00
6, 8, 6
6, 10, 10
345 Where to Begin? Exploring the Impact of Pre-Training and Initialization in Federated6.677.330.940.67
6, 8, 6
6, 8, 8
346 Sample-Efficient Reinforcement Learning by Breaking the Replay Ratio Barrier6.678.000.001.33
6, 6, 8
8, 8, 8
347 AutoTransfer: AutoML with Knowledge Transfer - An Application to Graph Neural Networks6.676.670.940.00
8, 6, 6
8, 6, 6
348 Text Summarization with Oracle Expectation6.676.670.940.00
6, 6, 8
6, 6, 8
349 Out-of-Distribution Detection and Selective Generation for Conditional Language Models6.677.330.940.67
6, 6, 8
8, 6, 8
350 Static Prediction of Runtime Errors by Learning to Execute Programs with External Resource Descriptions6.676.670.940.00
6, 8, 6
6, 8, 6
351 Active Image Indexing6.676.670.940.00
6, 6, 8
6, 6, 8
352 Efficient Model Updates for Approximate Unlearning of Graph-Structured Data6.676.670.940.00
6, 6, 8
6, 6, 8
353 DiGress: Discrete Denoising diffusion for graph generation6.676.670.940.00
8, 6, 6
8, 6, 6
354 Differentially private Bias-Term Only Fine-tuning of Foundation Models6.676.331.25-0.33
6, 6, 8
6, 5, 8
355 Accurate Neural Training with 4-bit Matrix Multiplications at Standard Formats6.676.670.940.00
6, 6, 8
6, 6, 8
356 KnowDA: All-in-One Knowledge Mixture Model for Data Augmentation in Low-Resource NLP6.676.670.940.00
8, 6, 6
8, 6, 6
357 MARS: Meta-learning as Score Matching in the Function Space6.678.000.001.33
8, 6, 6
8, 8, 8
358 Simplicial Hopfield networks6.678.000.001.33
6, 8, 6
8, 8, 8
359 MICN: Multi-scale Local and Global Context Modeling for Long-term Series Forecasting6.676.670.940.00
6, 8, 6
6, 8, 6
360 Progressive Voronoi Diagram Subdivision Enables Accurate Data-free Class-Incremental Learning6.676.670.940.00
6, 8, 6
6, 8, 6
361 Hungry Hungry Hippos: Towards Language Modeling with State Space Models6.676.670.940.00
6, 8, 6
6, 8, 6
362 Near-optimal Policy Identification in Active Reinforcement Learning6.678.000.001.33
6, 8, 6
8, 8, 8
363 Generative Modeling Helps Weak Supervision (and Vice Versa)6.676.670.940.00
6, 6, 8
6, 6, 8
364 AIM: Adapting Image Models for Efficient Video Understanding6.676.670.940.00
6, 6, 8
6, 6, 8
365 GAIN: On the Generalization of Instructional Action Understanding6.676.670.940.00
8, 6, 6
8, 6, 6
366 Efficient Federated Domain Translation 6.676.670.940.00
8, 6, 6
8, 6, 6
367 Improved Convergence of Differential Private SGD with Gradient Clipping6.676.670.940.00
6, 8, 6
6, 8, 6
368 Learning QUBO Forms in Quantum Annealing6.676.670.940.00
8, 6, 6
8, 6, 6
369 Backstepping Temporal Difference Learning6.676.670.940.00
6, 6, 8
6, 6, 8
370 Learning to Jointly Share and Prune Weights for Grounding Based Vision and Language Models6.676.670.940.00
6, 6, 8
6, 6, 8
371 TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis6.676.670.940.00
8, 6, 6
8, 6, 6
372 Active Learning in Bayesian Neural Networks with Balanced Entropy Learning Principle6.677.330.940.67
6, 8, 6
6, 8, 8
373 Robust Active Distillation6.676.670.940.00
6, 8, 6
6, 8, 6
374 Neural Episodic Control with State Abstraction6.677.330.940.67
8, 6, 6
8, 6, 8
375 Learning to Generate Columns with Application to Vertex Coloring6.676.670.940.00
6, 6, 8
6, 6, 8
376 EVA3D: Compositional 3D Human Generation from 2D Image Collections6.676.670.940.00
8, 6, 6
8, 6, 6
377 Alternating Differentiation for Optimization Layers6.676.670.940.00
6, 6, 8
6, 6, 8
378 MapTR: Structured Modeling and Learning for Online Vectorized HD Map Construction6.676.670.940.00
6, 6, 8
6, 6, 8
379 Learning Domain-Agnostic Representation for Disease Diagnosis6.676.670.940.00
8, 6, 6
8, 6, 6
380 Object Tracking by Hierarchical Part-Whole Attention6.676.670.940.00
6, 6, 8
6, 6, 8
381 Boosting the Cycle Counting Power of Graph Neural Networks with I$^2$-GNNs6.606.601.200.00
8, 5, 6, 6, 8
8, 5, 6, 6, 8
382 Pitfalls of Gaussians as a noise distribution in NCE6.607.001.260.40
8, 6, 6, 5, 8
8, 6, 8, 5, 8
383 Theoretical Characterization of Neural Network Generalization with Group Imbalance6.606.602.060.00
10, 5, 8, 5, 5
10, 5, 8, 5, 5
384 Flow Annealed Importance Sampling Bootstrap6.606.501.12-0.10
6, 5, 6, 8, 8
6, 5, 6, 8, 8, 6
385 FiT: Parameter Efficient Few-shot Transfer Learning for Personalized and Federated Image Classification6.606.800.980.20
6, 6, 8, 5, 8
6, 6, 8, 6, 8
386 Sub-Task Decomposition Enables Learning in Sequence to Sequence Tasks6.606.601.200.00
5, 8, 8, 6, 6
5, 8, 8, 6, 6
387 Adversarial Training descends without descent: Finding actual descent directions based on Danskin's theorem6.507.501.661.00
6, 8, 6, 6
8, 10, 6, 6
388 Generating Intuitive Fairness Specifications for Natural Language Processing6.507.500.871.00
6, 6, 8, 6
8, 8, 8, 6
389 LS-IQ: Implicit Reward Regularization for Inverse Reinforcement Learning6.506.751.300.25
5, 8, 5, 8
6, 8, 5, 8
390 Selective Frequency Network for Image Restoration6.507.500.871.00
8, 8, 5, 5
8, 8, 6, 8
391 Multi-Objective Online Learning6.507.251.300.75
5, 8, 5, 8
5, 8, 8, 8
392 Offline Reinforcement Learning with Differentiable Function Approximation is Provably Efficient6.506.500.870.00
6, 6, 8, 6
6, 6, 8, 6
393 Proto-Value Networks: Scaling Representation Learning with Auxiliary Tasks6.507.001.000.50
5, 8, 5, 8
6, 8, 6, 8
394 On the Importance and Applicability of Pre-Training for Federated Learning6.506.751.300.25
5, 8, 5, 8
6, 8, 5, 8
395 Learning Achievement Structure for Structured Exploration in Domains with Sparse Reward6.506.501.500.00
8, 8, 5, 5
8, 8, 5, 5
396 Weighted Clock Logic Point Process6.506.501.500.00
8, 8, 5, 5
8, 8, 5, 5
397 Diffusion-based Image Translation using disentangled style and content representation6.506.500.870.00
8, 6, 6, 6
8, 6, 6, 6
398 How Much Data Are Augmentations Worth? An Investigation into Scaling Laws, Invariance, and Implicit Regularization6.507.251.300.75
5, 8, 5, 8
8, 8, 5, 8
399 Artificial Neuronal Ensembles with Learned Context Dependent Gating6.506.501.500.00
5, 8, 5, 8
5, 8, 5, 8
400 Backpropagation at the Infinitesimal Inference Limit of Energy-Based Models: Unifying Predictive Coding, Equilibrium Propagation, and Contrastive Hebbian Learning6.507.001.000.50
5, 8, 5, 8
6, 8, 6, 8
401 Dichotomy of Control: Separating What You Can Control from What You Cannot6.507.001.000.50
8, 5, 8, 5
8, 6, 8, 6
402 Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization6.506.500.870.00
6, 8, 6, 6
6, 8, 6, 6
403 Associative Memory Augmented Asynchronous Spatiotemporal Representation Learning for Event-based Perception6.506.500.870.00
6, 8, 6, 6
6, 8, 6, 6
404 Semi Parametric Inducing Point Networks6.506.500.870.00
8, 6, 6, 6
8, 6, 6, 6
405 Augmentation with Projection: Towards an Effective and Efficient Data Augmentation Paradigm for Distillation6.507.001.000.50
6, 8, 6, 6
6, 8, 6, 8
406 Transfer Learning with Deep Tabular Models6.507.001.000.50
5, 8, 8, 5
6, 8, 8, 6
407 Interneurons accelerate learning dynamics in recurrent neural networks for statistical adaptation6.506.751.300.25
5, 5, 8, 8
5, 6, 8, 8
408 HypeR: Multitask Hyper-Prompted Training Enables Large-Scale Retrieval Generalization6.507.001.000.50
8, 6, 6, 6
8, 6, 6, 8
409 On the Trade-Off between Actionable Explanations and the Right to be Forgotten6.506.500.870.00
6, 6, 6, 8
6, 6, 6, 8
410 Learning What and Where - Unsupervised Disentangling Location and Identity Tracking6.507.001.000.50
5, 5, 8, 8
6, 6, 8, 8
411 CANIFE: Crafting Canaries for Empirical Privacy Measurement in Federated Learning6.506.501.500.00
8, 8, 5, 5
8, 8, 5, 5
412 Training language models for deeper understanding improves brain alignment6.506.751.300.25
5, 8, 5, 8
6, 8, 5, 8
413 Sampling-free Inference for Ab-Initio Potential Energy Surface Networks6.506.751.300.25
8, 8, 5, 5
8, 8, 6, 5
414 Wasserstein Auto-encoded MDPs: Formal Verification of Efficiently Distilled RL Policies with Many-sided Guarantees6.506.751.300.25
5, 5, 8, 8
5, 6, 8, 8
415 Solving Constrained Variational Inequalities via a First-order Interior Point-based Method6.506.500.870.00
6, 6, 8, 6
6, 6, 8, 6
416 Calibration Matters: Tackling Maximization Bias in Large-scale Advertising Recommendation Systems6.506.500.870.00
8, 6, 6, 6
8, 6, 6, 6
417 Data Continuity Matters: Improving Sequence Modeling with Lipschitz Regularizer6.507.001.000.50
6, 6, 6, 8
8, 6, 6, 8
418 Control Graph as Unified IO for Morphology-Task Generalization6.507.251.300.75
5, 8, 8, 5
8, 8, 8, 5
419 Restricted Strong Convexity of Deep Learning Models with Smooth Activations6.506.500.870.00
8, 6, 6, 6
8, 6, 6, 6
420 Koopman Neural Operator Forecaster for Time-series with Temporal Distributional Shifts6.507.001.000.50
5, 8, 5, 8
6, 8, 6, 8
421 The Surprising Computational Power of Nondeterministic Stack RNNs6.507.001.000.50
8, 6, 6, 6
8, 6, 8, 6
422 A Non-monotonic Self-terminating Language Model6.507.500.871.00
6, 6, 6, 8
8, 8, 6, 8
423 Differentially Private $L_2$-Heavy Hitters in the Sliding Window Model6.506.501.500.00
8, 8, 5, 5
8, 8, 5, 5
424 Self-Guided Noise-Free Data Generation for Efficient Zero-Shot Learning6.507.251.300.75
5, 8, 8, 5
8, 8, 8, 5
425 EA-HAS-Bench: Energy-aware Hyperparameter and Architecture Search Benchmark6.506.500.870.00
6, 6, 8, 6
6, 6, 8, 6
426 Versatile Neural Processes for Learning Implicit Neural Representations6.507.001.000.50
8, 5, 5, 8
8, 6, 6, 8
427 Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning6.506.500.870.00
6, 6, 8, 6
6, 6, 8, 6
428 Characterizing the Influence of Graph Elements6.506.500.870.00
6, 6, 8, 6
6, 6, 8, 6
429 Personalized Federated Learning with Feature Alignment and Classifier Collaboration6.507.251.300.75
8, 5, 5, 8
8, 5, 8, 8
430 Simple Yet Effective Graph Contrastive Learning for Recommendation6.507.251.300.75
5, 8, 5, 8
5, 8, 8, 8
431 Dual Diffusion Implicit Bridges for Image-to-Image Translation6.506.502.060.00
5, 5, 10, 6
5, 5, 10, 6
432 Learning to Grow Pretrained Models for Efficient Transformer Training6.507.500.871.00
8, 6, 6, 6
8, 8, 6, 8
433 Learning to Estimate Shapley Values with Vision Transformers6.507.500.871.00
5, 8, 8, 5
6, 8, 8, 8
434 Model ensemble instead of prompt fusion: a sample-specific knowledge transfer method for few-shot prompt tuning6.506.500.870.00
8, 6, 6, 6
8, 6, 6, 6
435 Code Translation with Compiler Representations6.506.502.060.00
10, 6, 5, 5
10, 6, 5, 5
436 AnyDA: Anytime Domain Adaptation6.506.500.870.00
6, 6, 8, 6
6, 6, 8, 6
437 Differentiable Mathematical Programming for Object-Centric Representation Learning6.506.501.500.00
8, 5, 8, 5
8, 5, 8, 5
438 Voint Cloud: Multi-View Point Cloud Representation for 3D Understanding 6.506.500.870.00
8, 6, 6, 6
8, 6, 6, 6
439 Mass-Editing Memory in a Transformer6.507.001.000.50
6, 6, 6, 8
6, 6, 8, 8
440 On the Saturation Effect of Kernel Ridge Regression6.506.500.870.00
6, 6, 8, 6
6, 6, 8, 6
441 AANG : Automating Auxiliary Learning6.506.501.500.00
8, 8, 5, 5
8, 8, 5, 5
442 Private Federated Learning Without a Trusted Server: Optimal Algorithms for Convex Losses6.506.500.870.00
6, 6, 6, 8
6, 6, 6, 8
443 Robust Fair Clustering: A Novel Fairness Attack and Defense Framework6.507.001.000.50
6, 8, 6, 6
6, 8, 8, 6
444 Dynamic Historical Adaptation for Continual Image-Text Modeling6.506.501.500.00
8, 5, 8, 5
8, 5, 8, 5
445 Learning without Prejudices: Continual Unbiased Learning via Benign and Malignant Forgetting6.506.751.300.25
8, 8, 5, 5
8, 8, 5, 6
446 Spherical Sliced-Wasserstein6.506.500.870.00
6, 8, 6, 6
6, 8, 6, 6
447 Causal Representation Learning for Instantaneous and Temporal Effects6.506.751.300.25
8, 8, 5, 5
8, 8, 6, 5
448 The Role of ImageNet Classes in Fréchet Inception Distance6.506.751.300.25
8, 5, 5, 8
8, 6, 5, 8
449 Towards Understanding Why Mask Reconstruction Pretraining Helps in Downstream Tasks6.506.500.870.00
6, 8, 6, 6
6, 8, 6, 6
450 Prompt Learning with Optimal Transport for Vision-Language Models6.507.500.871.00
6, 6, 6, 8
8, 8, 6, 8
451 DASHA: Distributed Nonconvex Optimization with Communication Compression and Optimal Oracle Complexity6.506.500.870.00
6, 6, 8, 6
6, 6, 8, 6
452 LDMIC: Learning-based Distributed Multi-view Image Coding6.506.500.870.00
6, 6, 6, 8
6, 6, 6, 8
453 Causal Balancing for Domain Generalization6.506.500.870.00
6, 6, 6, 8
6, 6, 6, 8
454 Multi-lingual Evaluation of Code Generation Models6.507.001.000.50
6, 6, 6, 8
8, 6, 6, 8
455 ESD: Expected Squared Difference as a Tuning-Free Trainable Calibration Measure6.507.001.000.50
8, 6, 6, 6
8, 8, 6, 6
456 Digging into Backbone Design on Face Detection6.506.500.870.00
8, 6, 6, 6
8, 6, 6, 6
457 Sparse Mixture-of-Experts are Domain Generalizable Learners6.506.751.300.25
8, 5, 8, 5
8, 5, 8, 6
458 STREET: A MULTI-TASK STRUCTURED REASONING AND EXPLANATION BENCHMARK6.506.751.300.25
8, 5, 8, 5
8, 5, 8, 6
459 Fairness-aware Contrastive Learning with Partially Annotated Sensitive Attributes6.506.751.300.25
5, 8, 8, 5
5, 8, 8, 6
460 Patch-Level Contrasting without Patch Correspondence for Accurate and Dense Contrastive Representation Learning6.506.500.870.00
6, 6, 8, 6
6, 6, 8, 6
461 Excess Risk of Two-Layer ReLU Neural Networks in Teacher-Student Settings and its Superiority to Kernel Methods6.407.001.260.60
8, 3, 5, 8, 8
8, 6, 5, 8, 8
462 Fundamental limits on the robustness of image classifiers6.407.001.260.60
8, 6, 5, 8, 5
8, 6, 5, 8, 8
463 ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning6.407.401.201.00
5, 6, 8, 5, 8
8, 8, 8, 5, 8
464 RoPAWS: Robust Semi-supervised Representation Learning from Uncurated Data6.406.801.470.40
8, 3, 8, 8, 5
8, 5, 8, 8, 5
465 On Emergence of Activation Sparsity in Trained Transformers6.406.401.360.00
8, 5, 8, 5, 6
8, 5, 8, 5, 6
466 ManyDG: Many-domain Generalization for Healthcare Applications6.406.402.060.00
8, 5, 8, 8, 3
8, 5, 8, 8, 3
467 Neuro-Symbolic Procedural Planning with Commonsense Prompting6.407.401.741.00
6, 5, 8, 5, 8
10, 6, 8, 5, 8
468 Direct Embedding of Temporal Network Edges via Time-Decayed Line Graphs6.386.381.800.00
10, 8, 5, 3, 8, 6, 6, 5
8, 8, 5, 3, 8, 8, 6, 5
469 Quantifying and Mitigating the Impact of Label Errors on Model Disparity Metrics6.336.331.250.00
8, 6, 5
8, 6, 5
470 Learning Continuous Normalizing Flows For Faster Convergence To Target Distribution via Ascent Regularizations6.336.670.940.33
6, 8, 5
6, 8, 6
471 Learning Uncertainty for Unknown Domains with Zero-Target-Assumption6.335.670.47-0.67
8, 5, 6
6, 5, 6
472 Making Substitute Models More Bayesian Can Enhance Transferability of Adversarial Examples6.336.331.250.00
5, 8, 6
5, 8, 6
473 Zeroth-Order Optimization with Trajectory-Informed Derivative Estimation6.336.670.940.33
5, 8, 6
6, 8, 6
474 Ordered GNN: Ordering Message Passing to Deal with Heterophily and Over-smoothing6.335.501.80-0.83
6, 5, 8
6, 5, 8, 3
475 Masked Distillation with Receptive Tokens6.337.001.410.67
5, 6, 8
5, 8, 8
476 On Representing Linear Programs by Graph Neural Networks6.336.331.250.00
8, 6, 5
8, 6, 5
477 Implicit Regularization for Group Sparsity6.337.001.410.67
8, 6, 5
8, 8, 5
478 Fantastic Rewards and How to Tame Them: A Case Study on Reward Learning for Task-Oriented Dialogue Systems6.336.500.870.17
6, 8, 5
6, 8, 6, 6
479 Supervision Complexity and its Role in Knowledge Distillation6.336.331.250.00
8, 5, 6
8, 5, 6
480 Neural Causal Models for Counterfactual Identification and Estimation6.337.330.941.00
6, 5, 8
6, 8, 8
481 How I Learned to Stop Worrying and Love Retraining6.337.330.941.00
6, 8, 5
8, 8, 6
482 Systematic Rectification of Language Models via Dead-end Analysis6.336.670.940.33
8, 5, 6
8, 6, 6
483 f-DM: A Multi-stage Diffusion Model via Progressive Signal Transformation6.336.331.250.00
6, 8, 5
6, 8, 5
484 Scaling up and Stabilizing Differentiable Planning with Implicit Differentiation6.336.670.940.33
8, 6, 5
8, 6, 6
485 Bispectral Neural Networks6.337.330.941.00
5, 6, 8
6, 8, 8
486 Where to Diffuse, How to Diffuse and How to get back: Learning in Multivariate Diffusions6.336.332.360.00
3, 8, 8
3, 8, 8
487 Relative Behavioral Attributes: Filling the Gap between Symbolic Goal Specification and Reward Learning from Human Preferences6.336.670.940.33
5, 6, 8
6, 6, 8
488 Explicitly Minimizing the Blur Error of Variational Autoencoders6.336.670.940.33
8, 5, 6
8, 6, 6
489 Error Sensitivity Modulation based Experience Replay: Mitigating Abrupt Representation Drift in Continual Learning6.336.331.250.00
6, 8, 5
6, 8, 5
490 Bayes-MIL: A New Probabilistic Perspective on Attention-based Multiple Instance Learning for Whole Slide Images6.337.330.941.00
8, 5, 6
8, 6, 8
491 Using Language to Extend to Unseen Domains6.336.670.940.33
8, 5, 6
8, 6, 6
492 Explainability as statistical inference6.335.670.47-0.67
5, 8, 6
5, 6, 6
493 Bringing robotics taxonomies to continuous domains via GPLVM on hyperbolic manifolds6.336.331.250.00
6, 8, 5
6, 8, 5
494 A Theory of Dynamic Benchmarks6.336.670.940.33
8, 5, 6
8, 6, 6
495 Computing all Optimal Partial Transports6.336.670.940.33
8, 6, 5
8, 6, 6
496 A View From Somewhere: Human-Centric Face Representations6.336.331.250.00
8, 6, 5
8, 6, 5
497 Efficient Planning in a Compact Latent Action Space6.336.331.250.00
5, 6, 8
5, 6, 8
498 Localized Randomized Smoothing for Collective Robustness Certification6.337.330.941.00
8, 6, 5
8, 8, 6
499 Unbiased Supervised Contrastive Learning6.336.670.940.33
5, 8, 6
6, 8, 6
500 Compressing multidimensional weather and climate data into neural networks6.338.000.001.67
5, 8, 6
8, 8, 8
501 That Label's got Style: Handling Label Style Bias for Uncertain Image Segmentation6.336.670.940.33
5, 8, 6
6, 8, 6
502 StableDR: Stabilized Doubly Robust Learning for Recommendation on Data Missing Not at Random6.337.001.410.67
6, 5, 8
8, 5, 8
503 Learnable Graph Convolutional Attention Networks6.336.670.940.33
5, 6, 8
6, 6, 8
504 How Sharpness-Aware Minimization Minimizes Sharpness?6.336.670.940.33
5, 8, 6
6, 8, 6
505 Quantized Compressed Sensing with Score-Based Generative Models6.336.670.940.33
5, 8, 6
6, 8, 6
506 On The Relative Error of Random Fourier Features for Preserving Kernel Distance6.337.330.941.00
8, 8, 3
8, 8, 6
507 Weakly Supervised Neuro-Symbolic Image Manipulation via Multi-Hop Complex Instructions6.336.670.940.33
6, 5, 8
6, 6, 8
508 Pushing the Accuracy-Fairness Tradeoff Frontier with Introspective Self-play6.337.330.941.00
8, 6, 5
8, 6, 8
509 Imbalanced Semi-supervised Learning with Bias Adaptive Classifier6.337.001.410.67
8, 6, 5
8, 8, 5
510 Excess risk analysis for epistemic uncertainty with application to variational inference6.335.672.05-0.67
3, 8, 8
3, 6, 8
511 Meta-Learning General-Purpose Learning Algorithms with Transformers6.336.331.250.00
5, 8, 6
5, 8, 6
512 3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image Segmentation6.336.332.360.00
8, 8, 3
8, 8, 3
513 Re-calibrating Feature Attributions for Model Interpretation6.337.001.410.67
8, 8, 3
8, 8, 5
514 Offline RL for Natural Language Generation with Implicit Language Q Learning6.336.332.360.00
8, 8, 3
8, 8, 3
515 Fairness and Accuracy under Domain Generalization6.336.670.940.33
6, 5, 8
6, 6, 8
516 Iteratively Learning Novel Strategies with Diversity Measured in State Distances6.335.670.47-0.67
5, 8, 6
5, 6, 6
517 Contrastive Learning Can Find An Optimal Basis For Approximately View-Invariant Functions6.336.331.250.00
8, 6, 5
8, 6, 5
518 Efficiently Computing Nash Equilibria in Adversarial Team Markov Games6.337.001.410.67
6, 8, 5
8, 8, 5
519 SimPer: Simple Self-Supervised Learning of Periodic Targets6.338.670.942.33
8, 3, 8
8, 8, 10
520 Causal Imitation Learning via Inverse Reinforcement Learning6.336.500.870.17
6, 8, 5
6, 8, 6, 6
521 Efficient Discrete Multi Marginal Optimal Transport Regularization6.336.331.250.00
5, 8, 6
5, 8, 6
522 Human-level Atari 200x faster6.336.332.360.00
3, 8, 8
3, 8, 8
523 Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks6.336.670.940.33
6, 8, 5
6, 8, 6
524 Matching receptor to odorant with protein language and graph neural networks6.336.331.250.00
6, 8, 5
6, 8, 5
525 PGrad: Learning Principal Gradients For Domain Generalization6.336.332.360.00
8, 3, 8
8, 3, 8
526 Statistical Guarantees for Consensus Clustering6.336.331.250.00
8, 5, 6
8, 5, 6
527 Expressive Monotonic Neural Networks6.336.332.360.00
8, 8, 3
8, 8, 3
528 Learning to CROSS exchange to solve min-max vehicle routing problems6.337.001.410.67
3, 8, 8
5, 8, 8
529 Mitigating Dataset Bias by Using Per-Sample Gradient6.338.000.001.67
8, 5, 6
8, 8, 8
530 Multiple Modes for Continual Learning6.335.751.79-0.58
3, 6, 10
6, 6, 8, 3
531 REVISITING PRUNING AT INITIALIZATION THROUGH THE LENS OF RAMANUJAN GRAPH6.337.330.941.00
6, 8, 5
8, 8, 6
532 Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model6.336.670.940.33
5, 8, 6
6, 8, 6
533 ViewCo: Discovering Text-Supervised Segmentation Masks via Multi-View Semantic Consistency6.335.502.50-0.83
8, 8, 3
8, 8, 3, 3
534 Neural Architecture Design and Robustness: A Dataset6.336.670.940.33
6, 8, 5
6, 8, 6
535 Learning to Decompose Visual Features with Latent Textual Prompts6.336.331.250.00
8, 6, 5
8, 6, 5
536 MATS: Memory Attention for Time-Series forecasting6.336.331.250.00
6, 5, 8
6, 5, 8
537 MixPro: Data Augmentation with MaskMix and Progressive Attention Labeling for Vision Transformer6.336.331.250.00
5, 6, 8
5, 6, 8
538 Text-Driven Generative Domain Adaptation with Spectral Consistency Regularization6.336.331.250.00
8, 6, 5
8, 6, 5
539 Transfer Learning with Pre-trained Conditional Generative Models6.335.002.55-1.33
5, 6, 8
5, 6, 8, 1
540 Treeformer: Dense Gradient Trees for Efficient Attention Computation6.336.670.940.33
6, 5, 8
6, 6, 8
541 Cycle to Clique (Cy2C) Graph Neural Network: A Sight to See beyond Neighborhood Aggregation6.336.331.250.00
8, 6, 5
8, 6, 5
542 3D Molecular Generation by Virtual Dynamics6.335.672.05-0.67
5, 6, 8
3, 6, 8
543 Adversarial Attacks on Adversarial Bandits6.336.670.940.33
8, 5, 6
8, 6, 6
544 On the Perils of Cascading Robust Classifiers6.336.670.940.33
5, 8, 6
6, 8, 6
545 Diving into Unified Data-Model Sparsity for Class-Imbalanced Graph Representation Learning6.336.332.360.00
3, 8, 8
3, 8, 8
546 Sparse tree-based Initialization for Neural Networks6.336.331.250.00
8, 6, 5
8, 6, 5
547 On the Performance of Temporal Difference Learning With Neural Networks6.336.500.870.17
8, 6, 5
8, 6, 6, 6
548 Calibrating Sequence likelihood Improves Conditional Language Generation6.336.670.940.33
8, 6, 5
8, 6, 6
549 SlotFormer: Unsupervised Visual Dynamics Simulation with Object-Centric Models6.337.330.941.00
5, 6, 8
6, 8, 8
550 Fuzzy Alignments in Directed Acyclic Graph for Non-Autoregressive Machine Translation6.336.331.250.00
6, 5, 8
6, 5, 8
551 On the complexity of nonsmooth automatic differentiation6.336.670.940.33
6, 5, 8
6, 6, 8
552 Masked Image Modeling with Denoising Contrast6.336.331.250.00
8, 5, 6
8, 5, 6
553 HiViT: A Simpler and More Efficient Design of Hierarchical Vision Transformer6.336.331.250.00
8, 6, 5
8, 6, 5
554 Risk-Aware Reinforcement Learning with Coherent Risk Measures and Non-linear Function Approximation6.336.670.940.33
6, 8, 5
6, 8, 6
555 Learning Proximal Operators to Discover Multiple Optima6.337.001.410.67
8, 6, 5
8, 8, 5
556 Formal Mathematics Statement Curriculum Learning6.337.001.410.67
8, 3, 8
8, 5, 8
557 POPGym: Benchmarking Partially Observable Reinforcement Learning6.336.332.360.00
8, 8, 3
8, 8, 3
558 Learning Sparse and Low-Rank Priors for Image Recovery via Iterative Reweighted Least Squares Minimization6.336.670.940.33
6, 5, 8
6, 6, 8
559 Truthful Self-Play6.336.331.250.00
8, 5, 6
8, 5, 6
560 Continual Transformers: Redundancy-Free Attention for Online Inference6.337.330.941.00
6, 5, 8
6, 8, 8
561 Dirichlet-based Uncertainty Calibration for Active Domain Adaptation6.336.331.250.00
8, 6, 5
8, 6, 5
562 Robustness to corruption in pre-trained Bayesian neural networks6.337.330.941.00
6, 5, 8
8, 6, 8
563 Meta-learning Adaptive Deep Kernel Gaussian Processes for Molecular Property Prediction6.337.330.941.00
5, 8, 6
8, 8, 6
564 Bort: Towards Explainable Neural Networks with Bounded Orthogonal Constraint6.336.670.940.33
6, 5, 8
6, 6, 8
565 A view of mini-batch SGD via generating functions: conditions of convergence, phase transitions, benefit from negative momenta.6.336.670.940.33
8, 5, 6
8, 6, 6
566 ManiSkill2: A Unified Benchmark for Generalizable Manipulation Skills6.336.670.940.33
5, 8, 6
6, 8, 6
567 Revocable Deep Reinforcement Learning with Affinity Regularization for Outlier-Robust Graph Matching6.336.331.250.00
8, 6, 5
8, 6, 5
568 GANet: Graph-Aware Network for Point Cloud Completion with Displacement-Aware Point Augmentor6.336.332.870.00
10, 6, 3
10, 6, 3
569 Out-of-distribution Detection with Implicit Outlier Transformation6.336.331.250.00
6, 5, 8
6, 5, 8
570 MCAL: Minimum Cost Human-Machine Active Labeling6.336.331.250.00
5, 6, 8
5, 6, 8
571 Learnable Topological Features For Phylogenetic Inference via Graph Neural Networks6.337.330.941.00
3, 8, 8
6, 8, 8
572 Learnable Behavior Control: Breaking Atari Human World Records via Sample-Efficient Behavior Selection6.338.670.942.33
3, 8, 8
10, 8, 8
573 Surgical Fine-Tuning Improves Adaptation to Distribution Shifts6.337.330.941.00
6, 8, 5
8, 8, 6
574 DualAfford: Learning Collaborative Visual Affordance for Dual-gripper Manipulation6.336.331.250.00
5, 8, 6
5, 8, 6
575 Understanding and Adopting Rational Behavior by Bellman Score Estimation6.296.861.360.57
6, 5, 8, 5, 8, 6, 6
8, 5, 8, 5, 8, 8, 6
576 Solving stochastic weak Minty variational inequalities without increasing batch size6.257.500.871.25
6, 5, 6, 8
8, 6, 8, 8
577 WiNeRT: Towards Neural Ray Tracing for Wireless Channel Modelling and Differentiable Simulations6.256.500.870.25
6, 6, 5, 8
6, 6, 6, 8
578 On the Certification of Classifiers for Outperforming Human Annotators6.256.751.300.50
5, 6, 6, 8
5, 8, 6, 8
579 Don’t fear the unlabelled: safe semi-supervised learning via debiasing6.257.001.000.75
6, 3, 8, 8
6, 6, 8, 8
580 Boosting Causal Discovery via Adaptive Sample Reweighting6.257.001.000.75
8, 6, 5, 6
8, 6, 8, 6
581 Mole-BERT: Rethinking Pre-training Graph Neural Networks for Molecules6.256.500.870.25
6, 8, 6, 5
6, 8, 6, 6
582 Learning in temporally structured environments6.256.251.090.00
8, 6, 5, 6
8, 6, 5, 6
583 Efficient Certified Training and Robustness Verification of Neural ODEs6.257.001.000.75
6, 8, 5, 6
6, 8, 8, 6
584 UL2: Unifying Language Learning Paradigms6.256.252.050.00
8, 3, 8, 6
8, 3, 8, 6
585 Bitrate-Constrained DRO: Beyond Worst Case Robustness To Unknown Group Shifts6.256.251.090.00
6, 6, 8, 5
6, 6, 8, 5
586 FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning6.256.252.050.00
3, 8, 6, 8
3, 8, 6, 8
587 Structured World Representations via Block-Slot Attention6.257.001.000.75
5, 6, 8, 6
6, 8, 8, 6
588 CktGNN: Circuit Graph Neural Network for Electronic Design Automation6.256.500.870.25
5, 8, 6, 6
6, 8, 6, 6
589 Linearly Mapping from Image to Text Space6.256.252.050.00
8, 8, 3, 6
8, 8, 3, 6
590 Is the Performance of My Deep Network Too Good to Be True? A Direct Approach to Estimating the Bayes Error in Binary Classification6.257.251.301.00
6, 5, 8, 6
8, 5, 8, 8
591 Memorization Capacity of Neural Networks with Conditional Computation6.256.251.090.00
3, 6, 8, 8
5, 6, 6, 8
592 Neural Image-based Avatars: Generalizable Radiance Fields for Human Avatar Modeling6.256.252.050.00
8, 3, 6, 8
8, 3, 6, 8
593 Compositional Task Representations for Large Language Models6.256.500.870.25
6, 8, 5, 6
6, 8, 6, 6
594 Unsupervised Learning for Combinatorial Optimization Needs Meta Learning6.257.001.000.75
6, 8, 5, 6
6, 8, 8, 6
595 Unsupervised Meta-learning via Few-shot Pseudo-supervised Contrastive Learning6.257.500.871.25
6, 8, 3, 8
8, 8, 6, 8
596 Decepticons: Corrupted Transformers Breach Privacy in Federated Learning for Language Models6.256.602.800.35
8, 1, 8, 8
8, 1, 8, 8, 8
597 Implicit regularization in Heavy-ball momentum accelerated stochastic gradient descent6.257.001.000.75
3, 8, 6, 8
6, 8, 6, 8
598 Pruning Deep Neural Networks from a Sparsity Perspective6.256.251.090.00
6, 6, 8, 5
6, 6, 8, 5
599 Composite Slice Transformer: An Efficient Transformer with Composition of Multi-Scale Multi-Range Attentions6.256.251.090.00
6, 6, 8, 5
6, 6, 8, 5
600 Information-Theoretic Diffusion6.256.251.090.00
5, 6, 6, 8
5, 6, 6, 8
601 Robust Graph Dictionary Learning6.256.751.300.50
8, 6, 5, 6
8, 6, 5, 8
602 Understanding Influence Functions and Datamodels via Harmonic Analysis6.256.251.090.00
8, 6, 6, 5
8, 6, 6, 5
603 TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization6.256.251.090.00
6, 6, 8, 5
6, 6, 8, 5
604 Dynamical systems embedding with a physics-informed convolutional network6.257.251.301.00
5, 8, 6, 6
5, 8, 8, 8
605 Learning Interpretable Dynamics from Images of a Freely Rotating 3D Rigid Body6.255.751.30-0.50
6, 5, 6, 8
5, 5, 5, 8
606 Characteristic Neural Ordinary Differential Equation6.256.251.090.00
6, 5, 6, 8
6, 5, 6, 8
607 Forget Unlearning: Towards True Data-Deletion in Machine Learning6.256.251.090.00
8, 6, 5, 6
8, 6, 5, 6
608 Serving Graph Compression for Graph Neural Networks6.256.252.050.00
6, 3, 8, 8
6, 3, 8, 8
609 Learning where and when to reason in neuro-symbolic inference6.257.500.871.25
6, 5, 6, 8
8, 8, 6, 8
610 FIGARO: Controllable Music Generation using Learned and Expert Features6.256.251.090.00
5, 6, 6, 8
5, 6, 6, 8
611 Is Model Ensemble Necessary? Model-based RL via a Single Model with Lipschitz Regularized Value Function6.257.001.000.75
8, 3, 8, 6
8, 6, 8, 6
612 Hyper-Decision Transformer for Efficient Online Policy Adaptation6.257.001.000.75
6, 3, 8, 8
6, 6, 8, 8
613 Solving Continuous Control via Q-learning6.256.751.300.50
8, 5, 6, 6
8, 5, 8, 6
614 Rhino: Deep Causal Temporal Relationship Learning with History-dependent Noise6.257.001.000.75
8, 5, 6, 6
8, 8, 6, 6
615 Pseudoinverse-Guided Diffusion Models for Inverse Problems6.256.251.090.00
5, 6, 6, 8
5, 6, 6, 8
616 Sequential Gradient Coding For Straggler Mitigation6.256.500.870.25
8, 6, 6, 5
8, 6, 6, 6
617 Understanding DDPM Latent Codes Through Optimal Transport6.256.251.090.00
5, 6, 6, 8
5, 6, 6, 8
618 Self-supervised learning with rotation-invariant kernels6.257.001.000.75
6, 8, 5, 6
8, 8, 6, 6
619 Bidirectional Language Models Are Also Few-shot Learners6.256.751.300.50
6, 5, 8, 6
6, 5, 8, 8
620 EPISODE: Episodic Gradient Clipping with Periodic Resampled Corrections for Federated Learning with Heterogeneous Data6.256.251.090.00
8, 6, 5, 6
8, 6, 5, 6
621 Probabilistically Robust Recourse: Navigating the Trade-offs between Costs and Robustness in Algorithmic Recourse6.256.500.870.25
6, 8, 6, 5
6, 8, 6, 6
622 Value Memory Graph: A Graph-Structured World Model for Offline Reinforcement Learning6.256.500.870.25
6, 8, 6, 5
6, 8, 6, 6
623 Contrastive Learning for Unsupervised Domain Adaptation of Time Series6.256.252.050.00
8, 8, 3, 6
8, 8, 3, 6
624 Fisher-Legendre (FishLeg) optimization of deep neural networks6.257.001.000.75
6, 5, 8, 6
8, 6, 8, 6
625 A law of adversarial risk, interpolation, and label noise6.256.500.870.25
8, 8, 5, 6, 6, 5, 6, 6
8, 8, 6, 6, 6, 6, 6, 6
626 Revisiting Dense Retrieval with Unaswerable Counterfactuals6.256.251.090.00
8, 6, 6, 5
8, 6, 6, 5
627 Pareto-Efficient Decision Agents for Offline Multi-Objective Reinforcement Learning6.256.251.090.00
8, 5, 6, 6
8, 5, 6, 6
628 Language Models are Realistic Tabular Data Generators6.256.751.300.50
6, 8, 6, 5
8, 8, 6, 5
629 CRISP: Curriculum based Sequential neural decoders for Polar code family6.256.251.090.00
5, 6, 6, 8
5, 6, 6, 8
630 Learning Diffusion Bridges on Constrained Domains6.258.001.411.75
8, 5, 6, 6
10, 6, 8, 8
631 Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models6.256.500.870.25
6, 8, 6, 5
6, 8, 6, 6
632 PartAfford: Part-level Affordance Discovery6.256.252.050.00
3, 6, 8, 8
3, 6, 8, 8
633 NewModel: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing6.256.251.090.00
6, 8, 6, 5
6, 8, 6, 5
634 Max-Margin Works while Large Margin Fails: Generalization without Uniform Convergence6.256.500.870.25
6, 8, 6, 5
6, 8, 6, 6
635 Preference Transformer: Modeling Human Preferences using Transformers for RL6.256.251.090.00
5, 6, 6, 8
5, 6, 6, 8
636 MoDem: Accelerating Visual Model-Based Reinforcement Learning with Demonstrations6.256.500.870.25
6, 5, 6, 8
6, 6, 6, 8
637 PD-MORL: Preference-Driven Multi-Objective Reinforcement Learning Algorithm6.256.002.12-0.25
8, 8, 6, 3
8, 8, 5, 3
638 Language Models Can Teach Themselves to Program Better6.256.251.090.00
8, 6, 6, 5
8, 6, 6, 5
639 Learning Kernelized Contextual Bandits in a Distributed and Asynchronous Environment6.256.500.870.25
8, 6, 5, 6
8, 6, 6, 6
640 Moderate Coreset: A Universal Method of Data Selection for Real-world Data-efficient Deep Learning6.256.751.300.50
6, 5, 6, 8
8, 5, 6, 8
641 Diffusion Models for Causal Discovery via Topological Ordering6.256.001.22-0.25
6, 8, 3, 8
6, 5, 5, 8
642 MetaMD: Principled Optimiser Meta-Learning for Deep Learning6.255.501.80-0.75
6, 8, 8, 3
6, 8, 5, 3
643 When Source-Free Domain Adaptation Meets Learning with Noisy Labels6.256.000.00-0.25
6, 5, 6, 8
6, 6, 6, 6
644 Concept Gradient: Concept-based Interpretation Without Linear Assumption6.256.251.090.00
6, 5, 8, 6
6, 5, 8, 6
645 MetaGL: Evaluation-Free Selection of Graph Learning Models via Meta-Learning6.256.251.090.00
6, 6, 5, 8
6, 6, 5, 8
646 Critical Initialization of Wide and Deep Neural Networks through Partial Jacobians: General Theory and Applications6.256.751.300.50
6, 8, 3, 8
6, 8, 5, 8
647 MaskViT: Masked Visual Pre-Training for Video Prediction6.257.251.301.00
6, 6, 8, 5
8, 8, 8, 5
648 How to Train your HIPPO: State Space Models with Generalized Orthogonal Basis Projections6.256.751.300.50
8, 6, 6, 5
8, 8, 6, 5
649 Generalization and Estimation Error Bounds for Model-based Neural Networks6.257.001.000.75
8, 5, 6, 6
8, 8, 6, 6
650 SGDA with shuffling: faster convergence for nonconvex-PŁ minimax optimization6.257.001.000.75
6, 5, 8, 6
6, 6, 8, 8
651 LilNetX: Lightweight Networks with EXtreme Model Compression and Structured Sparsification6.256.500.870.25
6, 5, 6, 8
6, 6, 6, 8
652 Liquid Structural State-Space Models6.256.751.300.50
3, 8, 6, 8
5, 8, 6, 8
653 Ollivier-Ricci Curvature for Hypergraphs: A Unified Framework6.256.751.300.50
6, 8, 5, 6
6, 8, 5, 8
654 TiAda: A Time-scale Adaptive Algorithm For Nonconvex Minimax Optimization6.256.751.300.50
6, 5, 8, 6
8, 5, 8, 6
655 Teacher Guided Training: An Efficient Framework for Knowledge Transfer6.256.500.870.25
6, 6, 5, 8
6, 6, 6, 8
656 Adversarial Training of Self-supervised Monocular Depth Estimation against Physical-World Attacks6.257.001.000.75
8, 5, 6, 6
8, 6, 6, 8
657 Self-supervised Geometric Correspondence for Category-level 6D Object Pose Estimation in the Wild6.256.251.090.00
6, 6, 5, 8
6, 6, 5, 8
658 A Simple Yet Powerful Deep Active Learning With Snapshots Ensembles6.256.252.050.00
8, 6, 8, 3
8, 6, 8, 3
659 Towards Open Temporal Graph Neural Networks6.256.500.870.25
6, 5, 6, 8
6, 6, 6, 8
660 Batch Multivalid Conformal Prediction6.257.001.000.75
8, 6, 6, 5
8, 6, 8, 6
661 Equivariant 3D-Conditional Diffusion Models for Molecular Linker Design6.255.751.79-0.50
8, 3, 8, 6
6, 3, 8, 6
662 UniFormerV2: Spatiotemporal Learning by Arming Image ViTs with Video UniFormer6.255.251.30-1.00
8, 6, 3, 8
6, 6, 3, 6
663 Addressing Parameter Choice Issues in Unsupervised Domain Adaptation by Aggregation6.256.500.870.25
8, 5, 6, 6
8, 6, 6, 6
664 Unsupervised visualization of image datasets using contrastive learning6.256.751.920.50
6, 10, 3, 6
6, 10, 5, 6
665 A Differential Geometric View and Explainability of GNN on Evolving Graphs6.256.500.870.25
8, 6, 6, 5
8, 6, 6, 6
666 Generative Modelling with Inverse Heat Dissipation6.256.251.090.00
5, 6, 8, 6
5, 6, 8, 6
667 Rarity Score : A New Metric to Evaluate the Uncommonness of Synthesized Images6.257.001.000.75
5, 6, 8, 6
8, 6, 8, 6
668 Recon: Reducing Conflicting Gradients From the Root For Multi-Task Learning6.256.252.050.00
8, 6, 8, 3
8, 6, 8, 3
669 Breaking the Curse of Dimensionality in Multiagent State Space: A Unified Agent Permutation Framework6.256.500.870.25
6, 5, 6, 8
6, 6, 6, 8
670 Hierarchical Sliced Wasserstein Distance6.256.251.090.00
6, 8, 5, 6
6, 8, 5, 6
671 Prototypical Calibration for Few-shot Learning of Language Models6.256.251.090.00
5, 8, 6, 6
5, 8, 6, 6
672 Your Contrastive Learning Is Secretly Doing Stochastic Neighbor Embedding6.257.001.000.75
3, 8, 6, 8
6, 8, 6, 8
673 Distributionally Robust Recourse Action6.256.500.870.25
8, 6, 5, 6
8, 6, 6, 6
674 Visual Classification via Description from Large Language Models6.257.500.871.25
5, 6, 6, 8
8, 8, 6, 8
675 The World is Changing: Improving Fair Training under Correlation Shifts6.256.001.22-0.25
8, 3, 6, 8
8, 5, 6, 5
676 Relational Attention: Generalizing Transformers for Graph-Structured Tasks6.257.500.871.25
6, 8, 6, 5
8, 8, 8, 6
677 Distilling Model Failures as Directions in Latent Space6.257.500.871.25
3, 6, 8, 8
6, 8, 8, 8
678 Countinuous pseudo-labeling from the start6.256.251.090.00
6, 6, 5, 8
6, 6, 5, 8
679 FedDA: Faster Framework of Local Adaptive Gradient Methods via Restarted Dual Averaging6.256.001.10-0.25
6, 8, 5, 6
6, 8, 5, 6, 5
680 FoSR: First-order spectral rewiring for addressing oversquashing in GNNs6.257.500.871.25
5, 8, 6, 6
6, 8, 8, 8
681 Deep Generative Symbolic Regression6.256.251.090.00
5, 6, 8, 6
5, 6, 8, 6
682 Diffusion Probabilistic Fields6.257.001.000.75
6, 5, 8, 6
8, 6, 8, 6
683 Novel View Synthesis with Diffusion Models6.256.251.090.00
8, 6, 6, 5
8, 6, 6, 5
684 LMC: Fast Training of GNNs via Subgraph Sampling with Provable Convergence6.257.500.871.25
8, 8, 6, 3
8, 8, 6, 8
685 How to Exploit Hyperspherical Embeddings for Out-of-Distribution Detection?6.256.500.870.25
5, 6, 8, 6
6, 6, 8, 6
686 Emergent world representations: Exploring a sequence model trained on a synthetic task6.257.500.871.25
6, 3, 8, 8
8, 6, 8, 8
687 Programmatically Grounded, Compositionally Generalizable Robotic Manipulation6.257.251.301.00
6, 8, 8, 3
8, 8, 8, 5
688 Anisotropic Message Passing: Graph Neural Networks with Directional and Long-Range Interactions6.256.500.870.25
6, 6, 8, 5
6, 6, 8, 6
689 Planckian Jitter: countering the color-crippling effects of color jitter on self-supervised training6.256.252.050.00
3, 8, 6, 8
3, 8, 6, 8
690 GAMR: A Guided Attention Model for (visual) Reasoning6.256.251.090.00
6, 6, 8, 5
6, 6, 8, 5
691 Monocular Scene Reconstruction with 3D SDF Transformers6.256.251.090.00
5, 8, 6, 6
5, 8, 6, 6
692 Re-parameterizing Your Optimizers rather than Architectures6.256.252.050.00
3, 8, 8, 6
3, 8, 8, 6
693 Deep Generative Modeling on Limited Data with Regularization by Nontransferable Pre-trained Models6.256.500.870.25
8, 6, 5, 6
8, 6, 6, 6
694 Eva: Practical Second-order Optimization with Kronecker-vectorized Approximation6.256.251.090.00
5, 6, 8, 6
5, 6, 8, 6
695 NeRF-SOS: Any-View Self-supervised Object Segmentation on Complex Scenes6.257.500.871.25
5, 6, 8, 6
6, 8, 8, 8
696 Analyzing Tree Architectures in Ensembles via Neural Tangent Kernel6.256.251.090.00
8, 6, 5, 6
8, 6, 5, 6
697 Proactive Multi-Camera Collaboration for 3D Human Pose Estimation6.256.500.870.25
5, 8, 6, 6
6, 8, 6, 6
698 Become a Proficient Player with Limited Data through Watching Pure Videos6.256.251.090.00
8, 5, 6, 6
8, 5, 6, 6
699 Multi-domain image generation and translation with identifiability guarantees6.256.500.870.25
5, 6, 8, 6
6, 6, 8, 6
700 Information-Theoretic Analysis of Unsupervised Domain Adaptation6.256.252.050.00
6, 8, 8, 3
6, 8, 8, 3
701 Understanding Zero-shot Adversarial Robustness for Large-Scale Models6.256.252.050.00
8, 3, 8, 6
8, 3, 8, 6
702 Continual evaluation for lifelong learning: Identifying the stability gap6.257.251.301.00
5, 8, 6, 6
5, 8, 8, 8
703 A General Framework For Proving The Equivariant Strong Lottery Ticket Hypothesis6.257.001.000.75
6, 5, 6, 8
6, 8, 6, 8
704 CLARE: Conservative Model-Based Reward Learning for Offline Inverse Reinforcement Learning6.257.001.000.75
6, 8, 8, 3
6, 8, 8, 6
705 Everybody Needs Good Neighbours: An Unsupervised Locality-based Method for Bias Mitigation6.256.500.870.25
6, 8, 6, 5
6, 8, 6, 6
706 Towards Robust Object Detection Invariant to Real-World Domain Shifts6.256.500.870.25
8, 6, 6, 5
8, 6, 6, 6
707 Light Sampling Field and BRDF Representation for Physically-based Neural Rendering6.256.252.050.00
6, 8, 8, 3
6, 8, 8, 3
708 Bidirectional Propagation for Cross-Modal 3D Object Detection6.256.251.090.00
5, 6, 8, 6
5, 6, 8, 6
709 Policy Pre-training for Autonomous Driving via Self-supervised Geometric Modeling6.256.251.090.00
6, 5, 8, 6
6, 5, 8, 6
710 EurNet: Efficient Multi-Range Relational Modeling of Spatial Multi-Relational Data6.256.251.090.00
6, 5, 6, 8
6, 5, 6, 8
711 FINDE: Neural Differential Equations for Finding and Preserving Invariant Quantities6.256.752.170.50
8, 6, 3, 8
8, 8, 3, 8
712 Near-Optimal Adversarial Reinforcement Learning with Switching Costs6.257.001.000.75
8, 8, 6, 3
8, 8, 6, 6
713 Sparse Token Transformer with Attention Back Tracking6.256.500.870.25
5, 6, 6, 8
6, 6, 6, 8
714 Kernel Neural Optimal Transport6.256.251.090.00
8, 5, 6, 6
8, 5, 6, 6
715 Iterative $alpha$-(de)Blending: Learning a Deterministic Mapping Between Arbitrary Densities6.255.251.30-1.00
8, 6, 5, 6
6, 6, 3, 6
716 Diffusion Models Already Have A Semantic Latent Space6.256.500.870.25
6, 8, 6, 5
6, 8, 6, 6
717 Towards Real-Time Neural Image Compression With Mask Decay6.256.252.050.00
6, 3, 8, 8
6, 3, 8, 8
718 Predicting Cellular Responses with Variational Causal Inference and Refined Relational Information6.256.251.090.00
5, 6, 8, 6
5, 6, 8, 6
719 BrainBERT: Self-supervised representation learning for Intracranial Electrodes6.257.001.000.75
5, 6, 8, 6
6, 8, 8, 6
720 Nonlinear Reconstruction for Operator Learning of PDEs with Discontinuities6.256.752.170.50
8, 3, 6, 8
8, 3, 8, 8
721 Sound Randomized Smoothing in Floating-Point Arithmetic6.256.251.090.00
6, 6, 8, 5
6, 6, 8, 5
722 Provably Efficient Risk-Sensitive Reinforcement Learning: Iterated CVaR and Worst Path6.257.500.871.25
6, 3, 8, 8
8, 6, 8, 8
723 Test-Time Robust Personalization for Federated Learning6.256.751.300.50
8, 6, 5, 6
8, 6, 5, 8
724 The Trade-off between Universality and Label Efficiency of Representations from Contrastive Learning6.257.001.000.75
6, 8, 8, 3
6, 8, 8, 6
725 MPCFORMER: FAST, PERFORMANT AND PRIVATE TRANSFORMER INFERENCE WITH MPC6.257.500.871.25
8, 8, 6, 3
8, 8, 8, 6
726 Disparate Impact in Differential Privacy from Gradient Misalignment6.256.500.870.25
6, 6, 5, 8
6, 6, 6, 8
727 Interactive Portrait Harmonization6.256.251.090.00
8, 5, 6, 6
8, 5, 6, 6
728 Voxurf: Voxel-based Efficient and Accurate Neural Surface Reconstruction6.257.001.000.75
5, 6, 8, 6
6, 8, 8, 6
729 Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning6.256.500.870.25
5, 8, 6, 6
6, 8, 6, 6
730 WaGI: Wavelet-based GAN Inversion for Preserving High-Frequency Image Details6.256.251.090.00
8, 6, 5, 6
8, 6, 5, 6
731 Continuous-Discrete Convolution for (3+1)D Geometry-Sequence Modeling in Proteins6.256.000.00-0.25
5, 8, 6, 6
6, 6, 6, 6
732 Uniform-in-time propagation of chaos for the mean field gradient Langevin dynamics6.206.200.980.00
8, 5, 6, 6, 6
8, 5, 6, 6, 6
733 SmartFRZ: An Efficient Training Framework using Attention-Based Layer Freezing6.207.200.981.00
8, 5, 5, 5, 8
8, 6, 8, 6, 8
734 A Mixture-of-Expert Approach to RL-based Dialogue Management6.206.201.830.00
8, 6, 3, 6, 8
8, 6, 3, 6, 8
735 Can Neural Networks Learn Implicit Logic from Physical Reasoning?6.206.800.980.60
6, 6, 6, 5, 8
6, 6, 6, 8, 8
736 Quantitative Universal Approximation Bounds for Deep Belief Networks6.206.201.830.00
8, 6, 3, 8, 6
8, 6, 3, 8, 6
737 Compositional Law Parsing with Latent Random Functions6.206.400.800.20
8, 6, 5, 6, 6
8, 6, 6, 6, 6
738 StyleMorph: Disentangling Shape, Pose and Appearance through 3D Morphable Image and Geometry Generation 6.206.201.830.00
3, 8, 8, 6, 6
3, 8, 8, 6, 6
739 Multi-Prompt Alignment for Multi-source Unsupervised Domain Adaptation6.206.401.360.20
5, 8, 5, 5, 8
5, 8, 5, 6, 8
740 Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning6.206.200.980.00
5, 6, 8, 6, 6
5, 6, 8, 6, 6
741 GRACE-C: Generalized Rate Agnostic Causal Estimation via Constraints6.206.400.800.20
5, 6, 8, 6, 6
6, 6, 8, 6, 6
742 TaskPrompter: Spatial-Channel Multi-Task Prompting for Dense Scene Understanding6.206.800.980.60
6, 3, 8, 6, 8
6, 6, 8, 6, 8
743 Learning ReLU networks to high uniform accuracy is intractable6.176.501.120.33
8, 6, 3, 6, 8, 6
8, 6, 5, 6, 8, 6
744 Sharper Bounds for Uniformly Stable Algorithms with Stationary $varphi$-mixing Process6.176.170.900.00
6, 6, 5, 8, 6, 6
6, 6, 5, 8, 6, 6
745 FARE: Provably Fair Representation Learning6.005.402.24-0.60
3, 8, 8, 3, 8
3, 8, 5, 3, 8
746 Encoding Recurrence into Transformers6.007.330.941.33
5, 8, 5
8, 8, 6
747 Social Network Structure Shapes Innovation: Experience-sharing in RL with SAPIENS6.005.001.22-1.00
8, 5, 3, 8
6, 5, 3, 6
748 CodeBPE: Investigating Subtokenization Options for Large Language Model Pretraining on Source Code6.006.002.120.00
8, 8, 3, 5
8, 8, 3, 5
749 Cross-Layer Retrospective Retrieving via Layer Attention6.006.251.090.25
5, 5, 8, 6
5, 6, 8, 6
750 RandProx: Primal-Dual Optimization Algorithms with Randomized Proximal Updates6.006.332.870.33
3, 10, 5
3, 10, 6
751 Guarded Policy Optimization with Imperfect Online Demonstrations6.006.751.300.75
8, 3, 5, 8
8, 6, 5, 8
752 Hierarchical Abstraction for Combinatorial Generalization in Object Rearrangement6.006.331.250.33
5, 5, 8
6, 5, 8
753 Arbitrary Virtual Try-On Network: Characteristics Representation and Trade-off between Body and Clothing6.006.002.120.00
8, 3, 8, 5
8, 3, 8, 5
754 Feature selection and low test error in shallow low-rotation ReLU networks6.007.001.001.00
5, 5, 8, 6
6, 8, 8, 6
755 Coupled Multiwavelet Operator Learning for Coupled Differential Equations6.006.000.000.00
6, 6, 6
6, 6, 6
756 Mechanistic Mode Connectivity6.005.800.40-0.20
6, 6, 6, 6
6, 6, 6, 6, 5
757 ADELT: Unsupervised Transpilation Between Deep Learning Frameworks6.006.001.220.00
5, 6, 5, 8
5, 6, 5, 8
758 Recursive Time Series Data Augmentation6.006.502.060.50
6, 3, 5, 10
6, 5, 5, 10
759 Robust Multivariate Time-Series Forecasting: Adversarial Attacks and Defense Mechanisms6.006.500.870.50
6, 5, 5, 8
6, 6, 6, 8
760 Ask Me Anything: A simple strategy for prompting language models6.007.001.001.00
6, 6, 6, 6
6, 6, 8, 8
761 The Best of Both Worlds: Accurate Global and Personalized Models through Federated Learning with Data-Free Hyper-Knowledge Distillation6.006.500.870.50
5, 6, 8, 5
6, 6, 8, 6
762 Over-Training with Mixup May Hurt Generalization6.006.001.220.00
5, 5, 8, 6
5, 5, 8, 6
763 Principal Trade-off Analysis6.006.252.050.25
8, 3, 5, 8
8, 3, 6, 8
764 Federated Neural Bandits6.006.400.800.40
5, 8, 5, 6
6, 8, 6, 6, 6
765 Contextual Subspace Approximation with Neural Householder Transforms6.005.000.00-1.00
8, 5, 5
5, 5, 5
766 A second order regression model shows edge of stability behavior6.006.200.980.20
5, 8, 6, 6, 5
6, 8, 6, 6, 5
767 Broken Neural Scaling Laws6.007.330.941.33
5, 8, 5
8, 8, 6
768 LEARNING CONTEXT-AWARE ADAPTIVE SOLVERS TO ACCELERATE QUADRATIC PROGRAMMING6.006.001.410.00
5, 5, 8
5, 5, 8
769 $mathrm{SE}(3)$-Equivariant Attention Networks for Shape Reconstruction in Function Space6.006.500.870.50
5, 5, 8, 6
6, 6, 8, 6
770 How Can GANs Learn Hierarchical Generative Models for Real-World Distributions6.006.000.000.00
6, 6, 6
6, 6, 6
771 BiAdam: Fast Adaptive Bilevel Optimization Methods6.006.002.120.00
8, 8, 5, 3
8, 8, 5, 3
772 Lovasz Theta Contrastive Learning6.005.001.22-1.00
5, 10, 6, 3
5, 6, 6, 3
773 Information Plane Analysis for Dropout Neural Networks6.006.002.120.00
5, 8, 8, 3
5, 8, 8, 3
774 Learning Harmonic Molecular Representations on Riemannian Manifold6.006.500.870.50
8, 6, 5, 5
8, 6, 6, 6
775 Greedy Actor-Critic: A New Conditional Cross-Entropy Method for Policy Improvement6.006.670.940.67
5, 8, 5
6, 8, 6
776 STay-On-the-Ridge (STON'R): Guaranteed Convergence to Local Minimax Equilibrium in Nonconvex-Nonconcave Games6.005.000.00-1.00
5, 8, 5
5, 5, 5
777 Understanding Multi-Task Scaling in Machine Translation6.006.001.220.00
8, 6, 5, 5
8, 6, 5, 5
778 A Simple Approach for Visual Room Rearrangement: 3D Mapping and Semantic Search6.006.670.940.67
6, 6, 6
6, 8, 6
779 Neural Compositional Rule Learning for Knowledge Graph Reasoning6.007.001.001.00
3, 8, 5, 8
6, 8, 8, 6
780 Efficient approximation of neural population structure and correlations with probabilistic circuits6.007.500.871.50
8, 6, 5, 5
8, 8, 6, 8
781 AGRO: Adversarial discovery of error-prone Groups for Robust Optimization6.006.001.220.00
6, 5, 5, 8
6, 5, 5, 8
782 On The Specialization of Neural Modules6.006.331.250.33
5, 5, 8
6, 5, 8
783 Language models are multilingual chain-of-thought reasoners6.006.330.750.33
6, 8, 5, 6, 6, 5
6, 8, 6, 6, 6, 6
784 Subsampling in Large Graphs Using Ricci Curvature6.006.501.500.50
5, 5, 6, 8
5, 5, 8, 8
785 Score-based Continuous-time Discrete Diffusion Models6.006.751.920.75
5, 6, 10, 3
6, 6, 10, 5
786 SurCo: Learning Linear Surrogates for Combinatorial Nonlinear Optimization Problems6.006.331.250.33
5, 8, 5
6, 8, 5
787 Analogical Networks for Memory-Modulated 3D Parsing6.006.751.300.75
5, 8, 5, 6
5, 8, 8, 6
788 DySR: Adaptive Super-Resolution via Algorithm and System Co-design6.006.251.090.25
5, 6, 5, 8
6, 6, 5, 8
789 Synergies Between Disentanglement and Sparsity: a Multi-Task Learning Perspective6.006.000.000.00
6, 6, 6, 6
6, 6, 6, 6
790 Causal Reasoning in the Presence of Latent Confounders via Neural ADMG Learning6.006.001.220.00
6, 5, 8, 5
6, 5, 8, 5
791 Beyond Lipschitz: Sharp Generalization and Excess Risk Bounds for Full-Batch GD6.006.001.220.00
8, 6, 5, 5
8, 6, 5, 5
792 Pushing the limits of self-supervised learning: Can we outperform supervised learning without labels?6.005.500.50-0.50
5, 6, 8, 5
5, 6, 6, 5
793 DensePure: Understanding Diffusion Models towards Adversarial Robustness6.006.501.500.50
8, 6, 5, 5
8, 8, 5, 5
794 Automatically Auditing Large Language Models via Discrete Optimization6.006.251.090.25
5, 5, 6, 8
6, 5, 6, 8
795 How gradient estimator variance and bias impact learning in neural networks6.006.751.300.75
5, 5, 8, 6
8, 5, 8, 6
796 Distributed Extra-gradient with Optimal Complexity and Communication Guarantees6.006.331.250.33
5, 8, 5
6, 8, 5
797 FIT: A Metric for Model Sensitivity6.006.402.060.40
8, 8, 3, 5, 6
8, 8, 3, 5, 8
798 Revisiting Robustness in Graph Machine Learning6.006.000.000.00
6, 6, 6
6, 6, 6
799 Lossless Adaptation of Pretrained Vision Models For Robotic Manipulation6.006.251.090.25
6, 5, 8, 5
6, 6, 8, 5
800 Logical Message Passing Networks with One-hop Inference on Atomic Formulas6.006.000.000.00
6, 6, 6
6, 6, 6
801 Symmetries, Flat Minima and the Conserved Quantities of Gradient Flow6.006.500.870.50
5, 8, 6, 5
6, 8, 6, 6
802 Synaptic Dynamics Realize First-order Adaptive Learning and Weight Symmetry6.005.330.47-0.67
5, 8, 5
5, 5, 6
803 Order Matters: Agent-by-agent Policy Optimization6.006.601.200.60
5, 6, 5, 6, 8
8, 6, 5, 6, 8
804 On the Convergence of AdaGrad on $mathbb{R}^d$: Beyond Convexity, Non-Asymptotic Rate and Acceleration6.006.670.940.67
5, 5, 8
6, 6, 8
805 Large language models are not zero-shot communicators6.006.001.220.00
5, 8, 5, 6
5, 8, 5, 6
806 ImageNet-X: Understanding Model Mistakes with Factor of Variation Annotations6.008.000.002.00
5, 8, 5
8, 8, 8
807 Improved Learning-augmented Algorithms for k-means and k-medians Clustering6.006.000.000.00
6, 6, 6
6, 6, 6
808 DIFFUSION GENERATIVE MODELS ON SO(3)6.006.001.410.00
8, 5, 5
8, 5, 5
809 Learning About Progress From Experts6.007.330.941.33
6, 6, 6
8, 6, 8
810 Distributed Graph Neural Network Training with Periodic Stale Representation Synchronization6.006.001.220.00
6, 5, 8, 5
6, 5, 8, 5
811 Obtaining More Generalizable Fair Classifiers on Imbalanced Datasets6.006.000.000.00
6, 6, 6
6, 6, 6
812 Understanding The Robustness of Self-supervised Learning Through Topic Modeling6.006.000.000.00
6, 6, 6
6, 6, 6
813 Adversarial Cheap Talk6.006.251.090.25
8, 5, 5, 6
8, 5, 6, 6
814 Achieve Near-Optimal Individual Regret & Low Communications in Multi-Agent Bandits6.006.670.940.67
6, 6, 6
6, 6, 8
815 Online Boundary-Free Continual Learning by Scheduled Data Prior6.006.601.200.60
5, 6, 8, 5, 6
5, 6, 8, 6, 8
816 Revisiting adapters with adversarial training6.006.500.870.50
8, 6, 5, 5
8, 6, 6, 6
817 A Self-Attention Ansatz for Ab-initio Quantum Chemistry6.006.251.090.25
8, 6, 5, 5
8, 6, 5, 6
818 Multi-Behavior Dynamic Contrastive Learning for Recommendation6.007.001.731.00
8, 5, 5, 6
10, 6, 6, 6
819 HyperDeepONet: learning operator with complex target function space using the limited resources via hypernetwork6.008.000.002.00
6, 6, 6
8, 8, 8
820 Towards the Detection of Diffusion Model Deepfakes6.006.001.100.00
6, 5, 8, 5, 6
6, 5, 8, 5, 6
821 Identifiability Results for Multimodal Contrastive Learning6.006.400.800.40
8, 6, 5, 5
8, 6, 6, 6, 6
822 Causal Attention to Exploit Transient Emergence of Causal Effect6.006.001.410.00
8, 5, 5
8, 5, 5
823 Correlative Information Maximization Based Biologically Plausible Neural Networks for Correlated Source Separation6.006.331.250.33
5, 8, 5
5, 8, 6
824 Copy is All You Need6.006.001.220.00
6, 5, 5, 8
6, 5, 5, 8
825 Why adversarial training can hurt robust accuracy6.007.001.001.00
8, 3, 5, 8
8, 6, 6, 8
826 Compositional Prompt Tuning with Motion Cues for Open-vocabulary Video Relation Detection6.006.000.000.00
6, 6, 6, 6
6, 6, 6, 6
827 TANGOS: Regularizing Tabular Neural Networks through Gradient Orthogonalization and Specialization6.006.331.250.33
5, 8, 5
5, 8, 6
828 Improving the imputation of missing data with Markov Blanket discovery6.007.251.301.25
5, 8, 6, 5
5, 8, 8, 8
829 Understanding Neural Coding on Latent Manifolds by Sharing Features and Dividing Ensembles6.006.000.000.00
6, 6, 6
6, 6, 6
830 Defending against Adversarial Audio via Diffusion Model6.007.001.001.00
6, 5, 8, 5
6, 6, 8, 8
831 Theoretical Characterization of the Generalization Performance of Overfitted Meta-Learning6.007.001.001.00
5, 8, 5, 6
6, 8, 6, 8
832 Towards graph-level anomaly detection via deep evolutionary mapping6.005.330.47-0.67
5, 8, 5
5, 6, 5
833 Global Explainability of GNNs via Logic Combination of Learned Concepts6.006.001.410.00
5, 8, 5
5, 8, 5
834 Instance-Specific Augmentation: Capturing Local Invariances6.005.500.50-0.50
6, 6, 6
6, 5, 6, 5
835 $Lambda$-DARTS: Mitigating Performance Collapse by Harmonizing Operation Selection among Cells6.006.500.870.50
6, 6, 6, 6
6, 8, 6, 6
836 Better Teacher Better Student: Dynamic Prior Knowledge for Knowledge Distillation6.006.331.250.33
8, 5, 5
8, 5, 6
837 Inequality phenomenon in $l_{infty}$-adversarial training, and its unrealized threats6.008.000.002.00
3, 8, 5, 8
8, 8, 8, 8
838 Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow6.006.670.940.67
6, 6, 6
6, 8, 6
839 Complexity-Based Prompting for Multi-step Reasoning6.006.252.050.25
8, 5, 3, 8
8, 6, 3, 8
840 Not All Tasks Are Born Equal: Understanding Zero-Shot Generalization6.006.751.300.75
6, 5, 5, 8
8, 6, 5, 8
841 What Do Self-Supervised Vision Transformers Learn?6.005.751.79-0.25
5, 3, 8, 8
6, 3, 8, 6
842 Sampled Transformer for Point Sets6.006.251.090.25
5, 5, 8, 6
6, 5, 8, 6
843 Squeeze Training for Adversarial Robustness6.006.500.870.50
6, 6, 6, 6
6, 6, 8, 6
844 Provably efficient multi-task Reinforcement Learning in large state spaces6.006.001.410.00
5, 5, 8
5, 5, 8
845 Learning Multi-Object Positional Relationships via Emergent Communication6.006.501.500.50
8, 5, 3, 8
8, 5, 5, 8
846 The Dark Side of Invariance: Revisiting the Role of Augmentations in Contrastive Learning6.006.001.220.00
5, 5, 6, 8
5, 5, 6, 8
847 Long-Tailed Partial Label Learning via Dynamic Rebalancing6.006.001.220.00
6, 8, 5, 5
6, 8, 5, 5
848 How hard are computer vision datasets? Calibrating dataset difficulty to viewing time6.006.001.220.00
5, 8, 5, 6
5, 8, 5, 6
849 Do We Always Need to Penalize Variance of Losses for Learning with Label Noise?6.005.330.47-0.67
8, 5, 5
6, 5, 5
850 Causal Estimation for Text Data with (Apparent) Overlap Violations6.006.000.000.00
6, 6, 6, 6
6, 6, 6, 6
851 Adversarial Diversity in Hanabi6.006.670.940.67
6, 6, 6
6, 8, 6
852 CLIPSep: Learning Text-queried Sound Separation with Noisy Unlabeled Videos6.007.600.801.60
6, 6, 6, 6, 6
8, 8, 8, 8, 6
853 CAREER: Transfer Learning for Economic Prediction of Labor Data6.006.001.410.00
5, 5, 8
5, 5, 8
854 Federated Nearest Neighbor Machine Translation6.006.000.000.00
6, 6, 6, 6
6, 6, 6, 6
855 ROCO: A General Framework for Evaluating Robustness of Combinatorial Optimization Solvers on Graphs6.006.251.090.25
5, 5, 6, 8
6, 5, 6, 8
856 PiFold: Toward effective and efficient protein inverse folding6.006.670.940.67
8, 5, 5
8, 6, 6
857 Distributional Signals for Node Classification in Graph Neural Networks6.005.330.47-0.67
5, 8, 5
5, 6, 5
858 Planning Goals for Exploration6.007.600.801.60
3, 5, 6, 8, 8
6, 8, 8, 8, 8
859 Scalable and Equivariant Spherical CNNs by Discrete-Continuous (DISCO) Convolutions6.006.501.500.50
6, 8, 5, 5
8, 8, 5, 5
860 Learning Efficient Hybrid Particle-continuum Representations of Non-equilibrium N-body Systems6.006.001.410.00
5, 8, 5
5, 8, 5
861 Neural Network Approximation of Lipschitz Functions in High Dimensions with Applications to Inverse Problems6.005.500.50-0.50
6, 5, 5, 8
6, 5, 5, 6
862 Minimum Description Length Control6.006.251.090.25
5, 8, 5, 6
6, 8, 5, 6
863 Tuning Frequency Bias in Neural Network Training with Nonuniform Data6.006.251.090.25
6, 5, 8, 5
6, 5, 8, 6
864 Is Adversarial Training Really a Silver Bullet for Mitigating Data Poisoning?6.007.501.661.50
3, 6, 10, 5
6, 8, 10, 6
865 Does Decentralized Learning with Non-IID Unlabeled Data Benefit from Self Supervision?6.006.251.090.25
8, 5, 5, 6
8, 5, 6, 6
866 MEDFAIR: BENCHMARKING FAIRNESS FOR MEDICAL IMAGEING6.006.751.300.75
3, 5, 8, 8
6, 5, 8, 8
867 Exploring and Exploiting Decision Boundary Dynamics for Adversarial Robustness6.007.201.601.20
5, 5, 8, 6, 6
6, 6, 10, 8, 6
868 SMART: Sentences as Basic Units for Text Evaluation6.006.251.090.25
5, 8, 5, 6
6, 8, 5, 6
869 Neural Design for Genetic Perturbation Experiments6.007.001.001.00
6, 8, 5, 5
6, 8, 6, 8
870 Quantifying Memorization Across Neural Language Models6.006.251.090.25
5, 5, 8, 6
6, 5, 8, 6
871 Diffusion Adversarial Representation Learning for Self-supervised Vessel Segmentation6.006.000.000.00
6, 6, 6, 6
6, 6, 6, 6
872 A Unified Approach to Reinforcement Learning, Quantal Response Equilibria, and Two-Player Zero-Sum Games6.006.002.120.00
5, 8, 8, 3
5, 8, 8, 3
873 The Dark Side of AutoML: Towards Architectural Backdoor Search6.006.500.870.50
8, 5, 5, 6
8, 6, 6, 6
874 On the Data-Efficiency with Contrastive Image Transformation in Reinforcement Learning6.006.251.090.25
6, 5, 5, 8
6, 6, 5, 8
875 Energy-based Out-of-Distribution Detection for Graph Neural Networks6.006.751.300.75
5, 5, 8, 6
8, 5, 8, 6
876 Compositional Semantic Parsing with Large Language Models6.006.751.300.75
5, 5, 6, 8
8, 5, 6, 8
877 MEDICAL IMAGE UNDERSTANDING WITH PRETRAINED VISION LANGUAGE MODELS: A COMPREHENSIVE STUDY6.007.001.001.00
5, 6, 8, 5
6, 8, 8, 6
878 Adversarial Attack Detection Through Network Transport Dynamics6.006.001.410.00
8, 5, 5
8, 5, 5
879 Knowledge-Driven Active Learning6.006.601.200.60
5, 5, 6, 6, 8
5, 8, 6, 6, 8
880 CLIP-ViP: Adapting Pre-trained Image-Text Model to Video-Language Alignment6.006.601.200.60
5, 5, 6, 8, 6
5, 6, 6, 8, 8
881 Transferring Pretrained Diffusion Probabilistic Models6.005.500.50-0.50
5, 5, 6, 8
5, 5, 6, 6
882 Test-Time Adaptation via Self-Training with Nearest Neighbor Information6.006.251.090.25
5, 8, 5, 6
6, 8, 5, 6
883 Dynamic Update-to-Data Ratio: Minimizing World Model Overfitting6.007.330.941.33
5, 8, 5
6, 8, 8
884 Massively Scaling Heteroscedastic Classifiers6.006.670.940.67
5, 8, 3, 6, 8, 6
6, 8, 6, 6, 8, 6
885 Blurring Diffusion Models6.006.001.220.00
5, 5, 6, 8
5, 5, 6, 8
886 Hyperbolic Self-paced Learning for Self-supervised Skeleton-based Action Representations6.006.500.870.50
6, 5, 5, 8
6, 6, 6, 8
887 On Uni-modal Feature Learning in Multi-modal Learning6.006.001.220.00
5, 6, 8, 5
5, 6, 8, 5
888 VA-DepthNet: A Variational Approach to Single Image Depth Prediction6.006.751.300.75
5, 5, 8, 6
5, 6, 8, 8
889 E-Forcing: Improving Autoregressive Models by Treating it as an Energy-Based One6.006.001.410.00
5, 8, 5
5, 8, 5
890 TRANSFORMER-PATCHER: ONE MISTAKE WORTH ONE NEURON6.006.500.870.50
5, 6, 5, 8
6, 6, 6, 8
891 On the Edge of Benign Overfitting: Label Noise and Overparameterization Level6.006.000.000.00
6, 6, 6
6, 6, 6
892 Measure the Predictive Heterogeneity6.006.500.870.50
5, 6, 8, 5
6, 6, 8, 6
893 In-sample Actor Critic for Offline Reinforcement Learning6.006.001.220.00
8, 5, 6, 5
8, 5, 6, 5
894 Joint Gaussian Mixture Model for Versatile Deep Visual Model Explanation6.006.002.120.00
8, 8, 3, 5
8, 8, 3, 5
895 Localized Graph Contrastive Learning6.006.001.220.00
5, 8, 6, 5
5, 8, 6, 5
896 CircuitNet: A Generic Neural Network to Realize Universal Circuit Motif Modeling6.006.000.000.00
6, 6, 6
6, 6, 6
897 Harnessing Mixed Offline Reinforcement Learning Datasets via Trajectory Weighting6.006.500.870.50
6, 5, 5, 8
6, 6, 6, 8
898 Ensuring DNN Solution Feasibility for Optimization Problems with Linear Constraints6.007.001.001.00
5, 8, 6, 5
8, 8, 6, 6
899 AutoFHE: Automated Adaption of CNNs for Efficient Evaluation over FHE6.005.330.47-0.67
5, 8, 5
5, 6, 5
900 From Play to Policy: Conditional Behavior Generation from Uncurated Robot Data6.006.751.300.75
5, 3, 8, 8
6, 5, 8, 8
901 FINE: Future-Aware Inference for Streaming Speech Translation6.006.001.100.00
6, 8, 5, 5, 6
6, 8, 5, 5, 6
902 Stable Target Field for Reduced Variance Score Estimation6.006.331.250.33
5, 8, 5
5, 8, 6
903 Dynamic Embeddings of Temporal High-Order Interactions via Neural Diffusion-Reaction Processes6.006.001.220.00
5, 5, 8, 6
5, 5, 8, 6
904 DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking6.006.502.690.50
3, 8, 10, 3
3, 8, 10, 5
905 Certified Defences Against Adversarial Patch Attacks on Semantic Segmentation6.006.500.870.50
8, 5, 5, 6
8, 6, 6, 6
906 How Much Space Has Been Explored? Measuring the Chemical Space Covered by Databases and Machine-Generated Molecules6.006.500.870.50
6, 8, 5, 5
6, 8, 6, 6
907 Simplifying Model-based RL: Learning Representations, Latent-space Models, and Policies with One Objective6.006.400.800.40
5, 6, 8, 6, 5
6, 6, 8, 6, 6
908 DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases6.006.251.090.25
8, 5, 6, 5
8, 5, 6, 6
909 NANSY++: Unified Voice Synthesis with Neural Analysis and Synthesis6.006.501.500.50
5, 5, 8, 6
5, 5, 8, 8
910 Iterative Patch Selection for High-Resolution Image Recognition6.007.001.001.00
8, 8, 5, 3
8, 8, 6, 6
911 3D Segmenter: 3D Transformer based Semantic Segmentation via 2D Panoramic Distillation6.006.251.090.25
5, 6, 5, 8
5, 6, 6, 8
912 GOOD: Exploring geometric cues for detecting objects in an open world6.006.500.870.50
6, 8, 5, 5
6, 8, 6, 6
913 TabCaps: A Capsule Neural Network for Tabular Data Classification with BoW Routing6.006.251.090.25
5, 5, 8
6, 5, 8, 6
914 Koopman neural operator for learning non-linear partial differential equations6.006.001.410.00
5, 5, 8
5, 5, 8
915 CAB: Comprehensive Attention Benchmarking on Long Sequence Modeling6.006.251.090.25
5, 5, 6, 8
6, 5, 6, 8
916 Toeplitz Neural Network for Sequence Modeling6.007.001.001.00
3, 8, 5, 8
6, 8, 6, 8
917 Deep Learning on Implicit Neural Representations of Shapes6.007.001.001.00
8, 5, 6, 5
8, 6, 8, 6
918 Learning Counterfactually Invariant Predictors6.005.500.50-0.50
8, 5, 6, 5
6, 5, 6, 5
919 ImaginaryNet: Learning Object Detectors without Real Images and Annotations6.006.500.870.50
5, 8, 6, 5
6, 8, 6, 6
920 Learning Zero-Shot Cooperation with Humans, Assuming Humans Are Biased6.006.000.000.00
6, 6, 6, 6
6, 6, 6, 6
921 From $t$-SNE to UMAP with contrastive learning6.006.001.900.00
8, 5, 8, 3, 6
8, 5, 8, 3, 6
922 Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning 6.006.670.940.67
8, 5, 6, 6, 5, 6
8, 6, 6, 8, 6, 6
923 Generalize Learned Heuristics to Solve Large-scale Vehicle Routing Problems in Real-time6.006.251.090.25
6, 5, 8, 5
6, 5, 8, 6
924 Towards the Generalization of Contrastive Self-Supervised Learning6.006.601.740.60
5, 3, 6, 10, 6
5, 6, 6, 10, 6
925 Do We Need Neural Collapse? Learning Diverse Features for Fine-grained and Long-tail Classification6.006.001.410.00
5, 8, 5
5, 8, 5
926 DepthFL : Depthwise Federated Learning for Heterogeneous Clients6.006.251.090.25
5, 6, 5, 8
5, 6, 6, 8
927 BEiT v2: Masked Image Modeling with Vector-Quantized Visual Tokenizers6.005.500.50-0.50
6, 5, 8, 5
6, 5, 6, 5
928 CooPredict : Cooperative Differential Games For Time Series Prediction6.006.001.410.00
5, 8, 5
5, 8, 5
929 Molecule Generation For Target Protein Binding with Structural Motifs6.006.751.300.75
6, 5, 5, 8
8, 6, 5, 8
930 Towards Robustness Certification Against Universal Perturbations6.006.501.500.50
8, 8, 5, 3
8, 8, 5, 5
931 Multimodal Federated Learning via Contrastive Representation Ensemble6.006.251.090.25
5, 8, 5, 6
6, 8, 5, 6
932 Adversarial perturbation based latent reconstruction for domain-agnostic self-supervised learning6.006.501.500.50
5, 6, 8, 5
5, 8, 8, 5
933 Protein Representation Learning by Geometric Structure Pretraining6.006.751.300.75
5, 8, 5, 6
8, 8, 5, 6
934 Discrete Contrastive Diffusion for Cross-Modal Music and Image Generation6.006.500.870.50
6, 8, 5, 5
6, 8, 6, 6
935 Cheap Talk Discovery and Utilization in Multi-Agent Reinforcement Learning6.006.251.090.25
8, 6, 5, 5
8, 6, 5, 6
936 Reversible Column Networks6.006.000.000.00
6, 6, 6
6, 6, 6
937 What Is Missing in IRM Training and Evaluation? Challenges and Solutions6.006.670.940.67
6, 6, 6
6, 8, 6
938 Multi-task Self-supervised Graph Neural Networks Enable Stronger Task Generalization6.006.000.000.00
6, 6, 6
6, 6, 6
939 Hierarchies of Reward Machines6.006.331.250.33
8, 5, 5
8, 5, 6
940 LatentAugment: Dynamically Optimized Latent Probabilities of Data Augmentation6.006.001.220.00
5, 8, 5, 6
5, 8, 5, 6
941 Policy Contrastive Imitation Learning6.006.001.410.00
5, 5, 8
5, 5, 8
942 Pessimism in the Face of Confounders: Provably Efficient Offline Reinforcement Learning in Partially Observable Markov Decision Processes6.006.000.000.00
6, 6, 6, 6
6, 6, 6, 6
943 Dataless Knowledge Fusion by Merging Weights of Language Models6.006.501.500.50
5, 6, 8, 5
5, 8, 8, 5
944 GReTo: Remedying dynamic graph topology-task discordance via target homophily6.006.800.980.80
6, 6, 8, 5, 5
6, 8, 8, 6, 6
945 Pareto-Optimal Diagnostic Policy Learning in Clinical Applications via Semi-Model-Based Deep Reinforcement Learning6.006.670.940.67
6, 6, 6
6, 8, 6
946 Particle-based Variational Inference with Preconditioned Functional Gradient Flow6.007.330.941.33
6, 6, 6
6, 8, 8
947 Selective Annotation Makes Language Models Better Few-Shot Learners6.006.001.220.00
5, 5, 6, 8
5, 5, 6, 8
948 Adaptive Client Sampling in Federated Learning via Online Learning with Bandit Feedback6.006.001.220.00
5, 5, 6, 8
5, 5, 6, 8
949 SeaFormer: Squeeze-enhanced Axial Transformer for Mobile Semantic Segmentation6.006.002.120.00
8, 3, 8, 5
8, 3, 8, 5
950 Learning Symbolic Models for Graph-structured Physical Mechanism6.006.331.250.33
5, 5, 8
5, 6, 8
951 AdaDQH Optimizer: Evolving from Stochastic to Adaptive by Auto Switch of Precondition Matrix6.006.001.410.00
8, 5, 5
8, 5, 5
952 Dataset Pruning: Reducing Training Data by Examining Generalization Influence6.006.601.200.60
5, 8, 6, 5
5, 8, 6, 6, 8
953 Expected Gradients of Maxout Networks and Consequences to Parameter Initialization6.006.200.980.20
8, 6, 5, 5, 6
8, 6, 6, 5, 6
954 Online Continual Learning for Progressive Distribution Shift (OCL-PDS): A Practitioner's Perspective6.006.002.550.00
5, 3, 10, 6
5, 3, 10, 6
955 Understanding Why Generalized Reweighting Does Not Improve Over ERM6.006.001.220.00
6, 5, 5, 8
6, 5, 5, 8
956 Composing Ensembles of Pre-trained Models via Iterative Consensus6.006.751.300.75
6, 8, 5, 5
8, 8, 6, 5
957 Learning Label Encodings for Deep Regression6.007.500.871.50
6, 6, 6, 6
6, 8, 8, 8
958 Riemannian Metric Learning via Optimal Transport6.006.001.220.00
5, 6, 5, 8
5, 6, 5, 8
959 Deep Variational Implicit Processes6.006.500.870.50
5, 6, 5, 8
6, 6, 6, 8
960 Estimating individual treatment effects under unobserved confounding using binary instruments6.006.000.000.00
6, 6, 6, 6
6, 6, 6, 6
961 Denoising Diffusion Error Correction Codes6.007.330.941.33
6, 6, 6
8, 6, 8
962 Exploring Active 3D Object Detection from a Generalization Perspective6.007.001.001.00
6, 6, 6, 6
8, 8, 6, 6
963 Learning Object-Language Alignments for Open-Vocabulary Object Detection6.005.001.22-1.00
5, 8, 6, 5
5, 6, 6, 3
964 Inferring Fluid Dynamics via Inverse Rendering6.006.001.410.00
8, 5, 5
8, 5, 5
965 Exploring Low-Rank Property in Multiple Instance Learning for Whole Slide Image Classification6.006.001.220.00
8, 6, 5, 5
8, 6, 5, 5
966 Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs6.006.251.090.25
5, 5, 6, 8
5, 6, 6, 8
967 IDP: Iterative Differentiable Pruning based on Attention for Deep Neural Networks6.006.001.220.00
8, 5, 6, 5
8, 5, 6, 5
968 OTOv2: Automatic, Generic, User-Friendly6.006.670.940.67
5, 5, 8
6, 6, 8
969 Sparse Q-Learning: Offline Reinforcement Learning with Implicit Value Regularization6.008.000.002.00
5, 5, 8
8, 8, 8
970 Admeta: A Novel Double Exponential Moving Average to Adaptive and Non-adaptive Momentum Optimizers with Bidirectional Looking6.006.000.000.00
6, 6, 6, 6
6, 6, 6, 6
971 Statistical Inference for Fisher Market Equilibrium6.007.330.941.33
6, 6, 6
8, 6, 8
972 Scenario-based Question Answering with Interacting Contextual Properties6.006.000.000.00
6, 6, 6
6, 6, 6
973 Visual Recognition with Deep Nearest Centroids6.006.751.300.75
5, 6, 8, 5
8, 6, 8, 5
974 Continuous PDE Dynamics Forecasting with Implicit Neural Representations6.007.001.001.00
6, 6, 6, 6
8, 8, 6, 6
975 Towards Inferential Reproducibility of Machine Learning Research6.006.001.410.00
8, 5, 5
8, 5, 5
976 Graph Contrastive Learning for Skeleton-based Action Recognition6.006.751.300.75
5, 8, 3, 8
6, 8, 5, 8
977 Explicit Box Detection Unifies End-to-End Multi-Person Pose Estimation6.006.601.200.60
8, 6, 5, 6, 5
8, 6, 6, 8, 5
978 Spikformer: When Spiking Neural Network Meets Transformer 6.006.752.590.75
5, 10, 3, 6
8, 10, 3, 6
979 Multimodal Analogical Reasoning over Knowledge Graphs6.006.001.410.00
5, 5, 8
5, 5, 8
980 What shapes the loss landscape of self supervised learning?6.006.000.000.00
6, 6, 6
6, 6, 6
981 Conditional Positional Encodings for Vision Transformers6.006.751.300.75
6, 8, 5, 5
8, 8, 6, 5
982 Label Distribution Learning via Implicit Distribution Representation6.005.801.17-0.20
8, 5, 6, 5
8, 5, 6, 5, 5
983 Learning to Compose Soft Prompts for Compositional Zero-Shot Learning6.006.751.300.75
8, 6, 5, 5
8, 6, 8, 5
984 SQA3D: Situated Question Answering in 3D Scenes6.006.500.870.50
6, 6, 6, 6
6, 6, 8, 6
985 The Benefits of Model-Based Generalization in Reinforcement Learning6.006.001.220.00
5, 5, 6, 8
5, 5, 6, 8
986 Extracting Robust Models with Uncertain Examples6.006.500.870.50
5, 5, 6, 8
6, 6, 6, 8
987 Sample Complexity of Nonparametric Off-Policy Evaluation on Low-Dimensional Manifolds using Deep Networks6.006.501.500.50
6, 5, 8, 5
8, 5, 8, 5
988 DifFace: Blind Face Restoration with Diffused Error Contraction6.006.001.220.00
6, 5, 8, 5
6, 5, 8, 5
989 ChiroDiff: Modelling chirographic data with Diffusion Models6.006.000.000.00
6, 6, 6
6, 6, 6
990 Real-Time Image Demoir$acute{e}$ing on Mobile Devices6.006.751.300.75
3, 8, 5, 8
5, 8, 6, 8
991 Steering Prototypes with Prompt Tuning for Rehearsal-free Continual Learning6.006.000.000.00
6, 6, 6, 6
6, 6, 6, 6
992 Decompose to Generalize: Species-Generalized Animal Pose Estimation6.006.251.090.25
5, 5, 8, 6
5, 6, 8, 6
993 Learning Implicit Scale Conditioned Memory Compensation for Talking Head Generation6.006.000.000.00
6, 6, 6
6, 6, 6
994 Logical Entity Representation in Knowledge-Graphs for Differentiable Rule Learning6.006.001.220.00
8, 5, 6, 5
8, 5, 6, 5
995 Suppressing the Heterogeneity: A Strong Feature Extractor for Few-shot Segmentation6.006.251.090.25
6, 5, 5, 8
6, 6, 5, 8
996 Sparse and Hierarchical Masked Modeling for Convolutional Representation Learning6.006.331.250.33
5, 8, 5
6, 8, 5
997 On amortizing convex conjugates for optimal transport6.006.500.870.50
6, 6, 6, 6
6, 6, 8, 6
998 ELODI: Ensemble Logit Difference Inhibition for Positive-Congruent Training6.005.500.50-0.50
8, 6, 5, 5
6, 6, 5, 5
999 Generalization Bounds for Federated Learning: Fast Rates, Unparticipating Clients and Unbounded Losses5.835.711.39-0.12
5, 6, 5, 6, 8, 5
3, 6, 6, 6, 8, 5, 6
1000 Corrupted Image Modeling for Self-Supervised Visual Pre-Training5.836.331.250.50
6, 5, 8, 6, 5, 5
6, 5, 8, 8, 5, 6
1001 Neural Probabilistic Logic Programming in Discrete-Continuous Domains5.805.801.170.00
5, 5, 5, 8, 6
5, 5, 5, 8, 6
1002 Substructure-Atom Cross Attention for Molecular Representation Learning5.805.801.170.00
5, 5, 8, 5, 6
5, 5, 8, 5, 6
1003 Language Models Can (kind of) Reason: A Systematic Formal Analysis of Chain-of-Thought5.806.200.980.40
8, 5, 5, 5, 6
8, 6, 5, 6, 6
1004 Evaluation of Active Feature Acquisition Methods under Missing Data5.805.801.600.00
6, 8, 6, 6, 3
6, 8, 6, 6, 3
1005 Learning to Induce Causal Structure 5.806.401.360.60
6, 5, 5, 5, 8
8, 6, 5, 5, 8
1006 Energy Transformer5.806.200.980.40
5, 5, 8, 6, 5
6, 5, 8, 6, 6
1007 CUDA: Curriculum of Data Augmentation for Long-tailed Recognition5.806.400.800.60
6, 5, 8, 5, 5
6, 6, 8, 6, 6
1008 Transport with Support: Data-Conditional Diffusion Bridges5.756.000.000.25
6, 6, 5, 6
6, 6, 6, 6
1009 FairGBM: Gradient Boosting with Fairness Constraints5.756.251.090.50
3, 6, 8, 6
5, 6, 8, 6
1010 Robust Training through Adversarially Selected Data Subsets5.755.500.50-0.25
6, 5, 6, 6
6, 5, 6, 5
1011 Face reconstruction from facial templates by learning latent space of a generator network5.756.000.000.25
5, 6, 6, 6
6, 6, 6, 6
1012 Neuroevolution is a Competitive Alternative to Reinforcement Learning for Skill Discovery5.756.751.301.00
3, 6, 8, 6
5, 6, 8, 8
1013 Gray-Box Gaussian Processes for Automated Reinforcement Learning5.756.000.000.25
5, 5, 5, 8
6, 6, 6, 6
1014 One-Step Estimator for Permuted Sparse Recovery5.755.750.430.00
6, 6, 6, 5
6, 6, 6, 5
1015 Leveraging Large Language Models for Multiple Choice Question Answering5.755.751.300.00
8, 5, 5, 5
8, 5, 5, 5
1016 Transfer NAS with Meta-learned Bayesian Surrogates5.757.500.871.75
6, 6, 5, 6
8, 8, 6, 8
1017 Mitigating the Limitations of Multimodal VAEs with Coordination-Based Approach5.755.751.300.00
5, 5, 5, 8
5, 5, 5, 8
1018 Sharp Convergence Analysis of Gradient Descent for Deep Linear Neural Networks5.756.001.220.25
5, 5, 8, 5
6, 5, 8, 5
1019 Safe Reinforcement Learning From Pixels Using a Stochastic Latent Representation5.756.251.090.50
6, 6, 6, 5
6, 8, 6, 5
1020 Sparse Distributed Memory is a Continual Learner5.756.751.301.00
5, 8, 5, 5
5, 8, 6, 8
1021 Hyper-parameter Tuning for Fair Classification without Sensitive Attribute Access5.755.751.300.00
8, 5, 5, 5
8, 5, 5, 5
1022 Rethinking Symbolic Regression: Morphology and Adaptability in the Context of Evolutionary Algorithms5.755.751.790.00
8, 6, 6, 3
8, 6, 6, 3
1023 Imitating Graph-Based Planning with Goal-Conditioned Policies5.756.500.870.75
6, 3, 8, 6
6, 6, 8, 6
1024 Computational Language Acquisition with Theory of Mind5.755.751.790.00
8, 6, 3, 6
8, 6, 3, 6
1025 Pareto Invariant Risk Minimization5.756.001.220.25
8, 5, 5, 5
8, 6, 5, 5
1026 Can Agents Run Relay Race with Strangers? Generalization of RL to Out-of-Distribution Trajectories5.756.000.000.25
6, 6, 6, 5
6, 6, 6, 6
1027 STUNT: Few-shot Tabular Learning with Self-generated Tasks from Unlabeled Tables5.756.251.090.50
6, 5, 6, 6
6, 5, 8, 6
1028 Compressed Predictive Information Coding5.755.751.790.00
6, 6, 3, 8
6, 6, 3, 8
1029 WebBrain: Learning to Generate Factually Correct Articles for Queries by Grounding on Large Web Corpus5.756.251.090.50
3, 6, 8, 6
5, 6, 8, 6
1030 Reinforcement Learning-Based Estimation for Partial Differential Equations5.755.750.430.00
6, 5, 6, 6
6, 5, 6, 6
1031 Heterogeneous-Agent Mirror Learning5.755.751.790.00
8, 3, 6, 6
8, 3, 6, 6
1032 TextShield: Beyond Successfully Detecting Adversarial Sentences in NLP5.755.751.300.00
5, 5, 8, 5
5, 5, 8, 5
1033 Minimalistic Unsupervised Learning with the Sparse Manifold Transform5.757.001.001.25
6, 6, 5, 6
8, 8, 6, 6
1034 Quantile Risk Control: A Flexible Framework for Bounding the Probability of High-Loss Predictions5.755.750.430.00
6, 5, 6, 6
6, 5, 6, 6
1035 HiCLIP: Contrastive Language-Image Pretraining with Hierarchy-aware Attention5.757.001.001.25
6, 5, 6, 6
6, 6, 8, 8
1036 Return Augmentation gives Supervised RL Temporal Compositionality5.755.500.50-0.25
6, 6, 5, 6
6, 5, 5, 6
1037 Characterizing intrinsic compositionality in transformers with Tree Projections5.755.751.790.00
6, 3, 6, 8
6, 3, 6, 8
1038 Open-Set 3D Detection via Image-level Class and Debiased Cross-modal Contrastive Learning5.756.000.000.25
6, 6, 6, 5
6, 6, 6, 6
1039 Interaction-Based Disentanglement of Entities for Object-Centric World Models5.755.750.430.00
6, 6, 5, 6
6, 6, 5, 6
1040 PromptBoosting: Black-Box Text Classification with Ten Forward Passes5.756.000.000.25
6, 6, 6, 5
6, 6, 6, 6
1041 Adaptive Optimization in the $infty$-Width Limit5.756.751.301.00
5, 5, 5, 8
6, 8, 5, 8
1042 A Control-Centric Benchmark for Video Prediction5.756.500.870.75
6, 3, 8, 6
6, 6, 8, 6
1043 Data-Efficient Finetuning Using Cross-Task Nearest Neighbors5.755.751.790.00
6, 3, 8, 6
6, 3, 8, 6
1044 Unveiling Transformers with LEGO: A Synthetic Reasoning Task5.755.751.790.00
8, 3, 6, 6
8, 3, 6, 6
1045 Efficiently Controlling Multiple Risks with Pareto Testing5.756.251.090.50
6, 8, 6, 3
6, 8, 6, 5
1046 Learning Structured Representations by Embedding Class Hierarchy5.756.001.220.25
8, 5, 5, 5
8, 6, 5, 5
1047 FunkNN: Neural Interpolation for Functional Generation5.757.001.001.25
5, 6, 6, 6
8, 8, 6, 6
1048 Approximating any Function via Coreset for Radial Basis Functions: Towards Provable Data Subset Selection For Efficient Neural Networks training5.755.750.430.00
5, 6, 6, 6
5, 6, 6, 6
1049 Towards Understanding GD with Hard and Conjugate Pseudo-labels for Test-Time Adaptation5.756.251.090.50
6, 6, 8, 3
6, 6, 8, 5
1050 A Statistical Framework for Personalized Federated Learning and Estimation: Theory, Algorithms, and Privacy5.755.750.430.00
5, 6, 6, 6
5, 6, 6, 6
1051 Learning Low Dimensional State Spaces with Overparameterized Recurrent Neural Networks5.755.750.430.00
6, 6, 5, 6
6, 6, 5, 6
1052 DT+GNN: A Fully Explainable Graph Neural Network using Decision Trees5.756.000.000.25
6, 6, 6, 5
6, 6, 6, 6
1053 Spatio-temporal point processes with deep non-stationary kernels5.757.001.001.25
5, 6, 6, 6
8, 6, 8, 6
1054 DAG Learning via Sparse Relaxations5.756.000.000.25
6, 5, 6, 6
6, 6, 6, 6
1055 Autoregressive Diffusion Model for Graph Generation5.754.752.17-1.00
6, 5, 6, 6
6, 1, 6, 6
1056 Last Layer Re-Training is Sufficient for Robustness to Spurious Correlations5.756.500.870.75
6, 6, 6, 5
6, 6, 6, 8
1057 Don’t forget the nullspace! Nullspace occupancy as a mechanism for out of distribution failure5.755.751.300.00
5, 5, 8, 5
5, 5, 8, 5
1058 Towards Interpretable Deep Reinforcement Learning with Human-Friendly Prototypes5.757.001.001.25
5, 6, 6, 6
6, 8, 6, 8
1059 Compositional Task Generalization with Discovered Successor Feature Modules5.755.751.790.00
6, 6, 8, 3
6, 6, 8, 3
1060 Phenaki: Variable Length Video Generation from Open Domain Textual Descriptions5.756.500.870.75
3, 6, 8, 6
6, 6, 8, 6
1061 On the (Non-)Robustness of Two-Layer Neural Networks in Different Learning Regimes5.755.751.790.00
6, 3, 8, 6
6, 3, 8, 6
1062 CrAM: A Compression-Aware Minimizer5.756.500.870.75
8, 6, 3, 6
8, 6, 6, 6
1063 Summarization Programs: Interpretable Abstractive Summarization with Neural Modular Trees5.755.751.790.00
6, 3, 8, 6
6, 3, 8, 6
1064 Hebbian Deep Learning Without Feedback5.756.500.870.75
5, 6, 6, 6
6, 6, 8, 6
1065 Learning to Abstain from Uninformative Data5.755.601.20-0.15
8, 5, 5, 5
8, 5, 5, 5, 5
1066 Know Your Boundaries: The Advantage of Explicit Behavior Cloning in Offline RL5.755.751.790.00
3, 6, 8, 6
3, 6, 8, 6
1067 Meta Learning to Bridge Vision and Language Models for Multimodal Few-Shot Learning5.755.751.790.00
3, 6, 8, 6
3, 6, 8, 6
1068 Maximum Entropy Information Bottleneck for Confidence-aware Stochastic Embedding5.754.752.05-1.00
5, 8, 5, 5
3, 8, 5, 3
1069 Certifiably Robust Transformers with 1-Lipschitz Self-Attention5.756.000.000.25
5, 6, 6, 6
6, 6, 6, 6
1070 $k$NN Prompting: Learning Beyond the Context with Nearest Neighbor Inference5.756.500.870.75
6, 6, 8, 3
6, 6, 8, 6
1071 Uncovering Directions of Instability via Quadratic Approximation of Deep Neural Loss in Reinforcement Learning5.755.751.300.00
8, 5, 5, 5
8, 5, 5, 5
1072 This Looks Like It Rather Than That: ProtoKNN For Similarity-Based Classifiers5.756.000.000.25
6, 5, 6, 6
6, 6, 6, 6
1073 Leveraging Importance Weights in Subset Selection5.756.201.830.45
8, 6, 6, 3
8, 6, 6, 3, 8
1074 Gradient flow in the gaussian covariate model: exact solution of learning curves and multiple descent structures5.755.750.430.00
6, 6, 6, 5
6, 6, 6, 5
1075 Learning topology-preserving data representations5.756.752.171.00
6, 8, 6, 3
8, 8, 8, 3
1076 The Curious Case of Benign Memorization5.756.251.090.50
6, 3, 6, 8
6, 5, 6, 8
1077 Can Wikipedia Help Offline Reinforcement Learning?5.755.251.30-0.50
8, 6, 3, 6
6, 6, 3, 6
1078 Modeling Temporal Data as Continuous Functions with Process Diffusion5.755.750.430.00
5, 6, 6, 6
5, 6, 6, 6
1079 Model-based Causal Bayesian Optimization5.757.001.001.25
5, 8, 5, 5
8, 8, 6, 6
1080 Probabilistic Imputation for Time-series Classification with Missing Data5.755.751.300.00
5, 5, 5, 8
5, 5, 5, 8
1081 Timing is Everything: Learning to Act Selectively with Costly Actions and Budgetary Constraints5.756.251.090.50
6, 6, 8, 3
6, 6, 8, 5
1082 Statistical Theory of Differentially Private Marginal-based Data Synthesis Algorithms5.756.000.000.25
6, 5, 6, 6
6, 6, 6, 6
1083 A Primal-Dual Framework for Transformers and Neural Networks5.757.200.981.45
6, 3, 6, 8
6, 8, 6, 8, 8
1084 Understanding the Generalization of Adam in Learning Neural Networks with Proper Regularization5.756.000.000.25
6, 5, 6, 6
6, 6, 6, 6
1085 MAST: Masked Augmentation Subspace Training for Generalizable Self-Supervised Priors5.756.500.870.75
8, 6, 3, 6
8, 6, 6, 6
1086 Pre-training Protein Structure Encoder via Siamese Diffusion Trajectory Prediction5.755.751.300.00
5, 8, 5, 5
5, 8, 5, 5
1087 Scaling Laws in Mean-Field Games5.756.251.090.50
6, 6, 3, 8
6, 6, 5, 8
1088 Clustering for directed graphs using parametrized random walk diffusion kernels5.755.750.430.00
5, 6, 6, 6
5, 6, 6, 6
1089 ProsodyBERT: Self-Supervised Prosody Representation for Style-Controllable TTS5.755.251.79-0.50
5, 10, 3, 5
5, 8, 3, 5
1090 Near-Optimal Deployment Efficiency in Reward-Free Reinforcement Learning with Linear Function Approximation5.755.750.430.00
6, 6, 5, 6
6, 6, 5, 6
1091 The hidden uniform cluster prior in self-supervised learning5.756.000.000.25
5, 6, 6, 6
6, 6, 6, 6
1092 Spacetime Representation Learning5.755.751.790.00
8, 6, 3, 6
8, 6, 3, 6
1093 CLIP-Dissect: Automatic Description of Neuron Representations in Deep Vision Networks5.757.001.001.25
5, 6, 6, 6
6, 6, 8, 8
1094 LipsFormer: Introducing Lipschitz Continuity to Vision Transformers5.756.500.870.75
3, 8, 6, 6
6, 8, 6, 6
1095 Automatic Chain of Thought Prompting in Large Language Models5.756.252.050.50
3, 6, 6, 8
3, 8, 6, 8
1096 Latent Variable Representation for Reinforcement Learning5.755.751.790.00
3, 6, 8, 6
3, 6, 8, 6
1097 SoftMatch: Addressing the Quantity-Quality Tradeoff in Semi-supervised Learning5.756.500.870.75
8, 6, 3, 6
8, 6, 6, 6
1098 Attention-Guided Backdoor Attacks against Transformers5.755.751.300.00
5, 5, 8, 5
5, 5, 8, 5
1099 Overthinking the Truth: Understanding how Language Models process False Demonstrations5.755.250.43-0.50
5, 8, 5, 5
5, 6, 5, 5
1100 Re-Imagen: Retrieval-Augmented Text-to-Image Generator5.755.750.430.00
5, 6, 6, 6
5, 6, 6, 6
1101 Implicit regularization via Spectral Neural Networks and non-linear matrix sensing5.755.751.790.00
6, 6, 3, 8
6, 6, 3, 8
1102 Graph Neural Network-Inspired Kernels for Gaussian Processes in Semi-Supervised Learning5.755.750.430.00
6, 6, 5, 6
6, 6, 5, 6
1103 Graph Convolutional Normalizing Flows for Semi-Supervised Classification and Clustering5.755.751.300.00
8, 5, 5, 5
8, 5, 5, 5
1104 Weakly Supervised Explainable Phrasal Reasoning with Neural Fuzzy Logic5.756.500.870.75
6, 6, 6, 5
6, 8, 6, 6
1105 Weighted Ensemble Self-Supervised Learning5.755.751.790.00
3, 6, 8, 6
3, 6, 8, 6
1106 TILP: Differentiable Learning of Temporal Logical Rules on Knowledge Graphs5.756.001.220.25
5, 5, 5, 8
5, 6, 5, 8
1107 CURE: A Pre-training Framework on Large-scale Patient Data for Treatment Effect Estimation5.755.751.300.00
5, 5, 8, 5
5, 5, 8, 5
1108 Bridging the Gap between Semi-supervised and Supervised Continual Learning via Data Programming5.755.751.300.00
5, 8, 5, 5
5, 8, 5, 5
1109 Measuring Forgetting of Memorized Training Examples5.756.500.870.75
6, 6, 5, 6
6, 6, 8, 6
1110 Efficient Edge Inference by Selective Query5.755.751.790.00
6, 8, 6, 3
6, 8, 6, 3
1111 Enforcing Hard Constraints with Soft Barriers: Safe Reinforcement Learning in Unknown Stochastic Environments5.756.001.220.25
5, 8, 5, 5
6, 8, 5, 5
1112 Model Transferability with Responsive Decision Subjects 5.755.751.300.00
5, 5, 5, 8
5, 5, 5, 8
1113 NTFields: Neural Time Fields for Physics-Informed Robot Motion Planning5.757.500.871.75
6, 6, 5, 6
8, 6, 8, 8
1114 ZiCo: Zero-shot NAS via inverse Coefficient of Variation on Gradients5.756.500.870.75
6, 6, 5, 6
6, 6, 6, 8
1115 Learning Simultaneous Navigation and Construction in Grid Worlds 5.757.001.001.25
5, 6, 6, 6
6, 6, 8, 8
1116 PandA: Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs5.757.500.871.75
5, 6, 6, 6
8, 8, 8, 6
1117 Towards Minimax Optimal Reward-free Reinforcement Learning in Linear MDPs5.757.001.001.25
6, 5, 6, 6
8, 6, 6, 8
1118 Which Layer is Learning Faster? A Systematic Exploration of Layer-wise Convergence Rate for Deep Neural Networks5.756.251.090.50
6, 6, 6, 5
8, 6, 6, 5
1119 Scaleformer: Iterative Multi-scale Refining Transformers for Time Series Forecasting5.755.750.430.00
6, 6, 6, 5
6, 6, 6, 5
1120 Sparse MoE with Random Routing as the New Dropout: Training Bigger and Self-Scalable Models5.758.000.002.25
6, 5, 6, 6
8, 8, 8, 8
1121 Jump-Start Reinforcement Learning5.755.751.790.00
6, 8, 6, 3
6, 8, 6, 3
1122 Sequence to sequence text generation with diffusion models5.756.751.301.00
3, 6, 6, 8
5, 6, 8, 8
1123 BSTT: A Bayesian Spatial-Temporal Transformer for Sleep Staging5.756.501.500.75
8, 5, 5, 5
8, 5, 8, 5
1124 Deep Transformers without Shortcuts: Modifying Self-attention for Faithful Signal Propagation5.757.001.001.25
6, 6, 5, 6
8, 6, 8, 6
1125 Learning Adversarial Linear Mixture Markov Decision Processes with Bandit Feedback and Unknown Transition5.755.750.430.00
6, 6, 6, 5
6, 6, 6, 5
1126 Diminishing Return of Value Expansion Methods in Model-Based Reinforcement Learning5.756.500.870.75
5, 8, 5, 5
6, 8, 6, 6
1127 Equivariant Energy-Guided SDE for Inverse Molecular Design5.756.500.870.75
8, 5, 5, 5
8, 6, 6, 6
1128 Demystifying Approximate RL with $epsilon$-greedy Exploration: A Differential Inclusion View5.755.751.300.00
8, 5, 5, 5
8, 5, 5, 5
1129 Delving into the Openness of CLIP5.755.250.43-0.50
5, 5, 5, 8
5, 5, 5, 6
1130 Unsupervised Manifold Alignment with Joint Multidimensional Scaling5.755.751.790.00
8, 3, 6, 6
8, 3, 6, 6
1131 Learning with Auxiliary Activation for Memory-Efficient Training5.756.500.870.75
3, 6, 6, 8
6, 6, 6, 8
1132 Finding the global semantic representation in GAN through Fréchet Mean5.757.001.001.25
8, 3, 6, 6
8, 6, 6, 8
1133 E3Bind: An End-to-End Equivariant Network for Protein-Ligand Docking5.755.750.430.00
5, 6, 6, 6
5, 6, 6, 6
1134 Joint Generator-Ranker Learning for Natural Language Generation5.756.000.000.25
6, 5, 6, 6
6, 6, 6, 6
1135 Gromov-Wasserstein Autoencoders5.756.751.301.00
6, 6, 5, 6
6, 8, 5, 8
1136 Learning to Learn with Generative Models of Neural Network Checkpoints5.755.751.300.00
5, 8, 5, 5
5, 8, 5, 5
1137 Optimal Activation Functions for the Random Features Regression Model5.756.251.090.50
8, 5, 5, 5
8, 6, 6, 5
1138 Generalizing and Decoupling Neural Collapse via Hyperspherical Uniformity Gap5.756.252.050.50
8, 3, 6, 6
8, 3, 8, 6
1139 Hierarchical Protein Representations via Complete 3D Graph Networks5.755.751.790.00
8, 6, 6, 3
8, 6, 6, 3
1140 Write and Paint: Generative Vision-Language Models are Unified Modal Learners5.757.001.001.25
6, 5, 6, 6
8, 6, 6, 8
1141 Recovering Top-Two Answers and Confusion Probability in Multi-Choice Crowdsourcing5.755.751.790.00
6, 8, 3, 6
6, 8, 3, 6
1142 Contrastive Novelty Learning: Anticipating Outliers with Large Language Models5.755.750.430.00
6, 6, 5, 6
6, 6, 5, 6
1143 Adaptive Robust Evidential Optimization For Open Set Detection from Imbalanced Data5.756.000.000.25
5, 6, 6, 6
6, 6, 6, 6
1144 Learning Soft Constraints From Constrained Expert Demonstrations5.756.251.090.50
5, 5, 5, 8
6, 6, 5, 8
1145 Bridge the Inference Gaps of Neural Processes via Expectation Maximization5.755.751.790.00
3, 6, 6, 8
3, 6, 6, 8
1146 Masked Vision and Language Modeling for Multi-modal Representation Learning5.756.251.090.50
5, 5, 5, 8
5, 6, 6, 8
1147 Markup-to-Image Diffusion Models with Scheduled Sampling5.755.751.790.00
6, 6, 8, 3
6, 6, 8, 3
1148 Posterior Sampling Model-based Policy Optimization under Approximate Inference5.755.751.790.00
3, 8, 6, 6
3, 8, 6, 6
1149 What Can we Learn From The Selective Prediction And Uncertainty Estimation Performance Of 523 Imagenet Classifiers?5.756.251.090.50
6, 6, 6, 5
6, 6, 5, 8
1150 Transformer Meets Boundary Value Inverse Problems5.757.251.301.50
8, 5, 5, 5
8, 5, 8, 8
1151 Landscape Learning for Neural Network Inversion5.755.750.430.00
6, 5, 6, 6
6, 5, 6, 6
1152 Stochastic Multi-Person 3D Motion Forecasting5.758.000.002.25
8, 6, 6, 3
8, 8, 8, 8
1153 Multi-Objective Reinforcement Learning: Convexity, Stationarity and Pareto Optimality5.756.251.090.50
8, 6, 3, 6
8, 6, 5, 6
1154 Continual Unsupervised Disentangling of Self-Organizing Representations5.756.500.870.75
3, 8, 6, 6
6, 8, 6, 6
1155 Learning Human-Compatible Representations for Case-Based Decision Support5.756.000.000.25
6, 5, 6, 6
6, 6, 6, 6
1156 Unified Discrete Diffusion for Simultaneous Vision-Language Generation5.756.251.090.50
5, 8, 5, 5
5, 8, 6, 6
1157 Evidential Uncertainty and Diversity Guided Active Learning for Scene Graph Generation5.755.750.430.00
6, 6, 6, 5
6, 6, 6, 5
1158 Approximate Nearest Neighbor Search through Modern Error-Correcting Codes5.755.751.790.00
6, 8, 6, 3
6, 8, 6, 3
1159 DENSE RGB SLAM WITH NEURAL IMPLICIT MAPS5.755.750.430.00
6, 6, 6, 5
6, 6, 6, 5
1160 Modeling Sequential Sentence Relation to Improve Cross-lingual Dense Retrieval5.755.751.790.00
6, 6, 8, 3
6, 6, 8, 3
1161 Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment Paths5.756.500.870.75
3, 6, 8, 6
6, 6, 8, 6
1162 Understanding Rare Spurious Correlations in Neural Networks5.755.250.43-0.50
5, 8, 5, 5
5, 6, 5, 5
1163 Neural Diffusion Processes5.755.751.790.00
6, 8, 3, 6
6, 8, 3, 6
1164 Learning Locality and Isotropy in Dialogue Modeling5.756.500.870.75
6, 6, 3, 8
6, 6, 6, 8
1165 Adaptive Update Direction Rectification for Unsupervised Continual Learning5.756.000.000.25
6, 6, 6, 5
6, 6, 6, 6
1166 NORM: Knowledge Distillation via N-to-One Representation Matching5.756.500.870.75
5, 5, 5, 8
6, 6, 6, 8
1167 CroMA: Cross-Modality Adaptation for Monocular BEV Perception5.755.751.300.00
5, 5, 5, 8
5, 5, 5, 8
1168 Robust Multi-Agent Reinforcement Learning with State Uncertainties5.756.251.090.50
6, 6, 5, 6
8, 6, 5, 6
1169 Neural Optimal Transport with General Cost Functionals5.755.001.22-0.75
6, 3, 6, 8
6, 3, 6, 5
1170 Strategic Classification on Graphs5.756.252.050.50
3, 6, 8, 6
3, 6, 8, 8
1171 Priors, Hierarchy, and Information Asymmetry for Skill Transfer in Reinforcement Learning5.756.251.090.50
8, 5, 5, 5
8, 5, 6, 6
1172 Visual Imitation Learning with Patch Rewards5.756.751.301.00
3, 6, 8, 6
5, 8, 8, 6
1173 Discovering Informative and Robust Positives for Video Domain Adaptation5.756.500.870.75
5, 6, 6, 6
6, 6, 6, 8
1174 Gradient-Guided Importance Sampling for Learning Binary Energy-Based Models5.756.751.301.00
5, 6, 6, 6
5, 8, 6, 8
1175 Single-shot General Hyper-parameter Optimization for Federated Learning5.756.500.870.75
6, 3, 6, 8
6, 6, 6, 8
1176 ERL-Re$^2$: Efficient Evolutionary Reinforcement Learning with Shared State Representation and Individual Policy Representation 5.756.251.090.50
8, 6, 6, 3
8, 6, 6, 5
1177 SCoMoE: Efficient Mixtures of Experts with Structured Communication5.756.500.870.75
6, 5, 6, 6
8, 6, 6, 6
1178 Uncertainty-Aware Self-Supervised Learning with Independent Sub-networks5.755.000.00-0.75
8, 5, 5, 5
5, 5, 5, 5
1179 Towards Semi-Supervised Learning with Non-Random Missing Labels5.755.750.430.00
5, 6, 6, 6
5, 6, 6, 6
1180 Masked Frequency Modeling for Self-Supervised Visual Pre-Training5.756.001.220.25
5, 5, 5, 8
6, 5, 5, 8
1181 S-NeRF: Neural Radiance Fields for Street Views5.755.751.790.00
6, 6, 8, 3
6, 6, 8, 3
1182 Differentiable Gaussianization Layers for Inverse Problems Regularized by Deep Generative Models5.756.251.090.50
3, 8, 6, 6
5, 8, 6, 6
1183 Evaluating and Inducing Personality in Pre-trained Language Models5.755.750.430.00
6, 5, 6, 6
6, 5, 6, 6
1184 Block and Subword-Scaling Floating-Point (BSFP) : An Efficient Non-Uniform Quantization For Low Precision Inference5.755.750.430.00
6, 6, 5, 6
6, 6, 5, 6
1185 CAST: Concurrent Recognition and Segmentation with Adaptive Segment Tokens5.755.750.430.00
6, 6, 5, 6
6, 6, 5, 6
1186 Effective Self-supervised Pre-training on Low-compute networks without Distillation5.756.751.301.00
8, 5, 5, 5
8, 6, 5, 8
1187 CoRTX: Contrastive Framework for Real-time Explanation5.756.500.870.75
8, 5, 5, 5
8, 6, 6, 6
1188 Networks are Slacking Off: Understanding Generalization Problem in Image Deraining5.755.750.430.00
6, 6, 6, 5
6, 6, 6, 5
1189 Towards Smooth Video Composition5.756.500.870.75
6, 5, 6, 6
6, 8, 6, 6
1190 GAIN: Enhancing Byzantine Robustness in Federated Learning with Gradient Decomposition5.756.252.050.50
6, 6, 3, 8
8, 6, 3, 8
1191 No Reason for No Supervision: Improved Generalization in Supervised Models5.756.751.301.00
8, 3, 6, 6
8, 5, 6, 8
1192 Clustering Structure Identification With Ordering Graph5.756.251.090.50
8, 3, 6, 6
8, 5, 6, 6
1193 Robust and Controllable Object-Centric Learning through Energy-based Models5.756.500.870.75
3, 6, 8, 6
6, 6, 8, 6
1194 Limitless Stability for Graph Convolutional Networks 5.756.500.870.75
8, 3, 6, 6
8, 6, 6, 6
1195 Rethinking skip connection model as a learnable Markov chain5.756.000.000.25
6, 5, 6, 6
6, 6, 6, 6
1196 Neural Groundplans: Persistent Neural Scene Representations from a Single Image5.756.000.000.25
6, 5, 6, 6
6, 6, 6, 6
1197 Global Prototype Encoding for Incremental Video Highlights Detection5.755.751.790.00
8, 3, 6, 6
8, 3, 6, 6
1198 Neural-Symbolic Recursive Machine for Systematic Generalization5.755.750.430.00
6, 6, 6, 5
6, 6, 6, 5
1199 DrML: Diagnosing and Rectifying Vision Models using Language5.755.750.430.00
6, 6, 5, 6
6, 6, 5, 6
1200 MaSS: Multi-attribute Selective Suppression5.755.250.43-0.50
6, 6, 6, 5
6, 5, 5, 5
1201 Trust-consistent Visual Semantic Embedding for Image-Text Matching5.755.751.790.00
8, 3, 6, 6
8, 3, 6, 6
1202 Delving into Semantic Scale Imbalance5.756.500.870.75
5, 5, 5, 8
6, 6, 6, 8
1203 DAG Matters! GFlowNets Enhanced Explainer for Graph Neural Networks5.756.500.870.75
8, 5, 5, 5
8, 6, 6, 6
1204 Set-Level Self-Supervised Learning from Noisily-Labeled Data5.714.860.83-0.86
8, 3, 5, 5, 8, 5, 6
5, 3, 5, 5, 5, 5, 6
1205 Distributed Least Square Ranking with Random Features5.675.672.050.00
8, 3, 6
8, 3, 6
1206 EquiMod: An Equivariance Module to Improve Self-Supervised Learning5.676.332.360.67
6, 3, 8
8, 3, 8
1207 Task-Aware Information Routing from Common Representation Space in Lifelong Learning5.676.670.941.00
5, 6, 6
6, 6, 8
1208 Decision S4: Efficient Sequence-Based RL via State Spaces Layers5.676.331.250.67
6, 6, 5
6, 8, 5
1209 Actionable Neural Representations: Grid Cells from Minimal Constraints5.677.001.411.33
3, 6, 8
5, 8, 8
1210 A sparse, fast, and stable representation for multiparameter topological data analysis5.675.500.50-0.17
6, 6, 5
6, 6, 5, 5
1211 Causal Explanations of Structural Causal Models5.675.002.12-0.67
6, 8, 3
6, 8, 3, 3
1212 CASR: Generating Complex Sequences with Autoregressive Self-Boost Refinement5.676.000.000.33
5, 6, 6
6, 6, 6
1213 SciRepEval: A Multi-Format Benchmark for Scientific Document Representations5.675.672.050.00
6, 8, 3
6, 8, 3
1214 Seeing Differently, Acting Similarly: Heterogeneously Observable Imitation Learning5.676.752.591.08
6, 3, 8
6, 3, 8, 10
1215 Learning Globally Smooth Functions on Manifolds5.675.670.470.00
6, 6, 5
6, 6, 5
1216 UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge Graph5.676.670.941.00
6, 6, 5
6, 8, 6
1217 Large Language Models are Human-Level Prompt Engineers5.676.670.941.00
5, 6, 6
8, 6, 6
1218 Enhancing Meta Learning via Multi-Objective Soft Improvement Functions5.676.670.941.00
3, 8, 6
6, 8, 6
1219 Transferable Unlearnable Examples5.676.500.870.83
6, 5, 6
6, 6, 8, 6
1220 Random Laplacian Features for Learning with Hyperbolic Space5.676.331.250.67
6, 8, 3
6, 8, 5
1221 Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding5.675.670.470.00
5, 6, 6
5, 6, 6
1222 GOGGLE: Generative Modelling for Tabular Data by Learning Relational Structure5.676.332.360.67
8, 3, 6
8, 3, 8
1223 Optimal Data Sampling for Training Neural Surrogates of Programs5.672.330.94-3.33
8, 8, 1
3, 3, 1
1224 HomoDistil: Homotopic Task-Agnostic Distillation of Pre-trained Transformers5.676.670.941.00
6, 5, 6
8, 6, 6
1225 Learning multi-scale local conditional probability models of images5.678.670.943.00
6, 5, 6
10, 8, 8
1226 Adversarial Imitation Learning with Preferences5.675.670.470.00
6, 5, 6
6, 5, 6
1227 Synthetic Data Generation of Many-to-Many Datasets via Random Graph Generation5.676.670.941.00
6, 6, 5
8, 6, 6
1228 Function-space regularized Rényi divergences5.676.331.250.67
8, 3, 6
8, 5, 6
1229 Constant-Factor Approximation Algorithms for Socially Fair $k$-Clustering5.675.670.470.00
5, 6, 6
5, 6, 6
1230 Personalized Reward Learning with Interaction-Grounded Learning (IGL)5.676.000.000.33
6, 5, 6
6, 6, 6
1231 Grounding Graph Network Simulators using Physical Sensor Observations5.676.670.941.00
3, 8, 6
6, 8, 6
1232 Performance Bounds for Model and Policy Transfer in Hidden-parameter MDPs5.676.331.250.67
3, 8, 6
5, 8, 6
1233 DexDeform: Dexterous Deformable Object Manipulation with Human Demonstrations and Differentiable Physics5.677.330.941.67
5, 6, 6
6, 8, 8
1234 Effective passive membership inference attacks in federated learning against overparameterized models5.676.670.941.00
6, 3, 8
6, 6, 8
1235 Gaussian-Bernoulli RBMs Without Tears5.675.001.41-0.67
6, 8, 3
6, 6, 3
1236 Proposal-Contrastive Pretraining for Object Detection from Fewer Data5.676.670.941.00
6, 8, 3
6, 8, 6
1237 Neural Network Differential Equation Solvers allow unsupervised error estimation and correction5.675.002.12-0.67
6, 8, 3
6, 8, 3, 3
1238 Spectral Augmentation for Self-Supervised Learning on Graphs5.677.001.001.33
8, 6, 3
8, 6, 6, 8
1239 PAC Reinforcement Learning for Predictive State Representations5.676.331.250.67
6, 5, 6
8, 5, 6
1240 Temporal Disentanglement of Representations for Improved Generalisation in Reinforcement Learning5.676.000.000.33
6, 6, 5
6, 6, 6
1241 Active Learning based Structural Inference5.675.001.41-0.67
6, 8, 3
6, 6, 3
1242 No-Regret Learning in Strongly Monotone Games Converges to a Nash Equilibrium5.675.001.22-0.67
6, 6, 5
6, 6, 3, 5
1243 Latent Graph Inference using Product Manifolds5.676.331.250.67
3, 8, 6
5, 8, 6
1244 Representation Balancing with Decomposed Patterns for Treatment Effect Estimation5.676.000.000.33
6, 5, 6
6, 6, 6
1245 Learning Probabilistic Topological Representations Using Discrete Morse Theory5.676.670.941.00
8, 6, 3
8, 6, 6
1246 Random Matrix Analysis to Balance between Supervised and Unsupervised Learning under the Low Density Separation Assumption5.675.672.050.00
8, 6, 3
8, 6, 3
1247 Heterogeneous Loss Function with Aggressive Rejection for Contaminated data in anomaly detection5.675.670.470.00
6, 6, 5
6, 6, 5
1248 Local KL Convergence Rate for Stein Variational Gradient Descent with Reweighted Kernel5.675.672.050.00
8, 6, 3
8, 6, 3
1249 Learning Discrete Representation with Optimal Transport Quantized Autoencoders5.675.670.470.00
5, 6, 6
5, 6, 6
1250 MonoFlow: A Unified Generative Modeling Framework for GAN Variants5.675.001.41-0.67
3, 8, 6
3, 6, 6
1251 Graph-based Deterministic Policy Gradient for Repetitive Combinatorial Optimization Problems5.677.330.941.67
6, 8, 3
8, 8, 6
1252 Coordination Scheme Probing for Generalizable Multi-Agent Reinforcement Learning5.675.501.80-0.17
3, 8, 6
3, 8, 6, 5
1253 Neural-based classification rule learning for sequential data5.676.670.941.00
6, 3, 8
6, 6, 8
1254 Shifts 2.0: Extending The Dataset of Real Distributional Shifts5.675.670.470.00
6, 6, 5
6, 6, 5
1255 Indiscriminate Poisoning Attacks on Unsupervised Contrastive Learning5.676.670.941.00
6, 5, 6
6, 6, 8
1256 Budgeted Training for Vision Transformer5.675.670.470.00
6, 5, 6
6, 5, 6
1257 Mosaic Representation Learning for Self-supervised Visual Pre-training5.677.001.411.33
6, 5, 6
8, 5, 8
1258 Language model with Plug-in Knowldge Memory5.675.670.470.00
6, 6, 5
6, 6, 5
1259 Hierarchical Gaussian Mixture based Task Generative Model for Robust Meta-Learning5.675.670.470.00
5, 6, 6
5, 6, 6
1260 Winning Both the Accuracy of Floating Point Activation and the Simplicity of Integer Arithmetic5.675.670.470.00
6, 6, 5
6, 6, 5
1261 More Centralized Training, Still Decentralized Execution: Multi-Agent Conditional Policy Factorization5.676.251.090.58
6, 5, 6
8, 6, 6, 5
1262 Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks5.676.670.941.00
6, 6, 5
8, 6, 6
1263 Any-scale Balanced Samplers for Discrete Space5.675.670.470.00
3, 8, 6
5, 6, 6
1264 Pre-trained Language Models can be Fully Zero-Shot Learners5.675.670.470.00
6, 6, 5
6, 6, 5
1265 Certified Robustness on Structural Graph Matching5.675.750.430.08
6, 6, 5
6, 6, 6, 5
1266 Explaining Temporal Graph Models through an Explorer-Navigator Framework5.675.670.470.00
6, 5, 6
6, 5, 6
1267 On the Soft-Subnetwork for Few-Shot Class Incremental Learning5.676.331.250.67
3, 6, 8
5, 6, 8
1268 Distributed Differential Privacy in Multi-Armed Bandits5.677.330.941.67
6, 6, 5
8, 6, 8
1269 Prometheus: Endowing Low Sample and Communication Complexities to Constrained Decentralized Stochastic Bilevel Learning5.675.330.47-0.33
6, 6, 5
6, 5, 5
1270 Mutual Partial Label Learning with Competitive Label Noise5.677.330.941.67
3, 8, 6
6, 8, 8
1271 simpleKT: A Simple But Tough-to-Beat Baseline for Knowledge Tracing5.675.672.050.00
3, 8, 6
3, 8, 6
1272 An Extensible Multi-modal Multi-task Object Dataset with Materials5.676.000.000.33
6, 6, 5
6, 6, 6
1273 Revisiting the Assumption of Latent Separability for Backdoor Defenses5.675.751.790.08
5, 6, 6
8, 6, 6, 3
1274 Characterizing the spectrum of the NTK via a power series expansion5.677.330.941.67
3, 6, 8
6, 8, 8
1275 ChordMixer: A Scalable Neural Attention Model for Sequences with Different Length5.677.001.411.33
6, 3, 8
8, 5, 8
1276 A non-asymptotic analysis of oversmoothing in Graph Neural Networks5.675.672.050.00
8, 6, 3
8, 6, 3
1277 Class-Incremental Learning with Repetition5.675.672.050.00
6, 3, 8
6, 3, 8
1278 Imitation Learning for Mean Field Games with Correlated Equilibria5.675.670.470.00
6, 5, 6
6, 5, 6
1279 Graph Neural Networks are Inherently Good Generalizers: Insights by Bridging GNNs and Multi-Layer Perceptrons5.676.331.250.67
6, 5, 6
6, 5, 8
1280 Approximation and non-parametric estimation of functions over high-dimensional spheres via deep ReLU networks5.677.330.941.67
3, 6, 8
8, 6, 8
1281 TranSpeech: Speech-to-Speech Translation With Bilateral Perturbation5.676.751.301.08
6, 5, 6
8, 5, 6, 8
1282 Learning to Reason and Act in Cascading Processes5.675.672.050.00
3, 8, 6
3, 8, 6
1283 PMixUp: Simultaneous Utilization of Part-of-Speech Replacement and Feature Space Interpolation for Text Data Augmentation5.675.501.80-0.17
6, 8, 3
6, 8, 3, 5
1284 Efficient Offline Policy Optimization with a Learned Model5.676.331.250.67
6, 6, 5
6, 8, 5
1285 PowerQuant: Automorphism Search for Non-Uniform Quantization5.676.000.000.33
5, 6, 6
6, 6, 6
1286 Leveraging Future Relationship Reasoning for Vehicle Trajectory Prediction5.675.672.050.00
6, 3, 8
6, 3, 8
1287 Toward Adversarial Training on Contextualized Language Representation5.676.331.250.67
6, 3, 8
8, 5, 6
1288 Learned Index with Dynamic $epsilon$5.675.670.470.00
5, 6, 6
5, 6, 6
1289 Test-Time Adaptation for Visual Document Understanding5.675.670.470.00
6, 6, 5
6, 6, 5
1290 Exploring Transformer Backbones for Heterogeneous Treatment Effect Estimation5.675.670.470.00
6, 5, 6
6, 5, 6
1291 MemoNav: Working Memory Model for Visual Navigation5.675.670.470.00
6, 5, 6
6, 5, 6
1292 The Modality Focusing Hypothesis: Towards Understanding Crossmodal Knowledge Distillation5.677.330.941.67
6, 5, 6
8, 8, 6
1293 Algorithmic Determination of the Combinatorial Structure of the Linear Regions of ReLU Neural Networks5.675.670.470.00
6, 6, 5
6, 6, 5
1294 Understanding new tasks through the lens of training data via exponential tilting5.676.000.000.33
6, 6, 5
6, 6, 6
1295 Data Poisoning Attacks Against Multimodal Encoders5.675.670.470.00
5, 6, 6
5, 6, 6
1296 InfoOT: Information Maximizing Optimal Transport5.675.670.470.00
6, 5, 6
6, 5, 6
1297 Impossibly Good Experts and How to Follow Them5.676.000.000.33
6, 6, 5
6, 6, 6
1298 Beyond calibration: estimating the grouping loss of modern neural networks5.676.332.360.67
8, 6, 3
8, 8, 3
1299 Asynchronous Gradient Play in Zero-Sum Multi-agent Games5.676.000.000.33
6, 5, 6
6, 6, 6
1300 An Exact Poly-Time Membership-Queries Algorithm for Extracting a Three-Layer ReLU Network5.675.670.470.00
6, 6, 5
6, 6, 5
1301 SAAL: Sharpness-Aware Active Learning5.675.670.470.00
5, 6, 6
5, 6, 6
1302 An Adaptive Entropy-Regularization Framework for Multi-Agent Reinforcement Learning5.675.672.050.00
3, 8, 6
3, 8, 6
1303 Gradient Boosting Performs Gaussian Process Inference5.676.000.000.33
5, 6, 6
6, 6, 6
1304 Distribution Shift Detection for Deep Neural Networks5.675.750.430.08
6, 5, 6
6, 5, 6, 6
1305 Towards Effective and Interpretable Human-Agent Collaboration in MOBA Games: A Communication Perspective5.676.670.941.00
6, 5, 6
8, 6, 6
1306 FedSpeed: Larger Local Interval, Less Communication Round, and Higher Generalization Accuracy5.675.670.470.00
6, 6, 5
6, 6, 5
1307 Globally Optimal Training of Neural Networks with Threshold Activation Functions5.676.670.941.00
5, 6, 6
6, 8, 6
1308 A Laplace-inspired Distribution on SO(3) for Probabilistic Rotation Estimation5.677.330.941.67
6, 3, 8
8, 6, 8
1309 Measuring and Narrowing the Compositionality Gap in Language Models5.675.670.470.00
6, 5, 6
6, 5, 6
1310 Guiding continuous operator learning through Physics-based boundary constraints5.676.331.250.67
6, 8, 3
6, 8, 5
1311 Human MotionFormer: Transferring Human Motions with Vision Transformers5.675.751.790.08
8, 3, 6
8, 3, 6, 6
1312 Can We Faithfully Represent Absence States to Compute Shapley Values on a DNN?5.676.000.000.33
6, 6, 5
6, 6, 6
1313 One-Pixel Shortcut: On the Learning Preference of Deep Neural Networks5.677.330.941.67
5, 6, 6
6, 8, 8
1314 Combating Exacerbated Heterogeneity for Robust Decentralized Models5.676.670.941.00
6, 6, 5
8, 6, 6
1315 Offline Reinforcement Learning with Closed-Form Policy Improvement Operators5.675.670.470.00
5, 6, 6
5, 6, 6
1316 Maximizing Communication Efficiency for Large-scale Training via 0/1 Adam5.675.670.470.00
6, 5, 6
6, 5, 6
1317 An Additive Instance-Wise Approach to Multi-class Model Interpretation5.675.672.050.00
8, 6, 3
8, 6, 3
1318 Knowledge-Consistent Dialogue Generation with Language Models and Knowledge Graphs5.675.672.050.00
6, 6, 3, 8, 8, 3
6, 6, 3, 8, 8, 3
1319 Meta Knowledge Condensation for Federated Learning5.677.001.001.33
3, 6, 8
6, 6, 8, 8
1320 Cycle-consistent Masked AutoEncoder for Unsupervised Domain Generalization5.676.000.000.33
5, 6, 6
6, 6, 6
1321 Towards Addressing Label Skews in One-shot Federated Learning5.676.670.941.00
6, 6, 5
8, 6, 6
1322 Relaxed Combinatorial Optimization Networks with Self-Supervision: Theoretical and Empirical Notes on the Cardinality-Constrained Case5.676.000.000.33
6, 5, 6
6, 6, 6
1323 Rethinking the Effect of Data Augmentation in Adversarial Contrastive Learning5.676.670.941.00
6, 6, 5
6, 6, 8
1324 Unified Detoxifying and Debiasing in Language Generation via Inference-time Adaptive Optimization5.677.001.411.33
6, 6, 5
8, 8, 5
1325 DeepPipe: Deep, Modular and Extendable Representations of Machine Learning Pipelines5.676.000.000.33
5, 6, 6
6, 6, 6
1326 TIB: Detecting Unknown Objects via Two-Stream Information Bottleneck5.675.670.470.00
5, 6, 6
5, 6, 6
1327 Hidden Poison: Machine unlearning enables camouflaged poisoning attacks5.675.670.470.00
5, 6, 6
5, 6, 6
1328 Adversarial Collaborative Learning on Non-IID Features5.675.670.470.00
6, 5, 6
6, 5, 6
1329 D2Match: Leveraging Deep Learning and Degeneracy for Subgraph Matching5.675.670.470.00
5, 6, 6
5, 6, 6
1330 Topologically faithful image segmentation via induced matching of persistence barcodes5.675.670.470.00
6, 5, 6
6, 5, 6
1331 On the Lower Bound of Minimizing Polyak-Łojasiewicz functions5.675.332.05-0.33
5, 6, 6
5, 8, 3
1332 Rotamer Density Estimators are Unsupervised Learners of the Effect of Mutations on Protein-Protein Interaction5.676.331.250.67
5, 6, 6
5, 8, 6
1333 Cross-Level Distillation and Feature Denoising for Cross-Domain Few-Shot Classification5.675.672.050.00
8, 6, 3
8, 6, 3
1334 Individual Privacy Accounting for Differentially Private Stochastic Gradient Descent5.675.001.41-0.67
8, 3, 6
6, 3, 6
1335 Attention De-sparsification Matters: Inducing Diversity in Digital Pathology Representation Learning5.676.000.000.33
6, 6, 5
6, 6, 6
1336 Transcendental Idealism of Planner: Evaluating Perception from Planning Perspective for Autonomous Driving5.675.670.470.00
6, 6, 5
6, 6, 5
1337 The Augmented Image Prior: Distilling 1000 Classes by Extrapolating from a Single Image5.676.670.941.00
6, 5, 6
6, 6, 8
1338 Contextual Image Masking Modeling via Synergized Contrasting without View Augmentation for Faster and Better Visual Pretraining5.676.000.000.33
6, 5, 6
6, 6, 6
1339 Factorized Fourier Neural Operators5.606.601.201.00
3, 8, 3, 6, 8
6, 8, 5, 6, 8
1340 INSPIRE: A Framework for Integrating Individual User Preferences in Recourse5.606.001.100.40
3, 5, 6, 6, 8
5, 5, 6, 6, 8
1341 TypeT5: Seq2seq Type Inference using Static Analysis5.606.400.800.80
5, 6, 6, 5, 6
6, 8, 6, 6, 6
1342 Contrastive Audio-Visual Masked Autoencoder5.606.800.981.20
5, 6, 3, 6, 8
6, 8, 6, 6, 8
1343 SemPPL: Predicting Pseudo-Labels for Better Contrastive Representations5.606.400.800.80
6, 6, 5, 5, 6
6, 8, 6, 6, 6
1344 CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers5.606.201.830.60
6, 3, 8, 5, 6
6, 3, 8, 6, 8
1345 Malign Overfitting: Interpolation and Invariance are Fundamentally at Odds5.606.401.360.80
8, 5, 6, 3, 6
8, 5, 6, 5, 8
1346 How to prepare your task head for finetuning5.606.200.980.60
6, 6, 5, 6, 5
8, 6, 5, 6, 6
1347 Searching Lottery Tickets in Graph Neural Networks: A Dual Perspective5.606.400.800.80
6, 3, 8, 5, 6
6, 6, 8, 6, 6
1348 Out-of-distribution Representation Learning for Time Series Classification5.605.801.170.20
5, 8, 5, 5, 5
5, 8, 5, 5, 6
1349 Early Stopping for Deep Image Prior5.605.600.490.00
5, 6, 5, 6, 6
6, 6, 5, 5, 6
1350 Agent-based Graph Neural Networks5.606.001.100.40
8, 6, 3, 6, 5
8, 6, 5, 6, 5
1351 GeneFace: Generalized and High-Fidelity Audio-Driven 3D Talking Face Synthesis5.606.200.980.60
5, 6, 8, 3, 6
5, 6, 8, 6, 6
1352 The KFIoU Loss for Rotated Object Detection5.606.400.800.80
8, 6, 6, 5, 3
8, 6, 6, 6, 6
1353 Weakly-supervised HOI Detection via Prior-guided Bi-level Representation Learning5.606.601.201.00
6, 5, 6, 3, 8
6, 5, 8, 6, 8
1354 On the Word Boundaries of Emergent Languages Based on Harris's Articulation Scheme5.606.401.360.80
6, 3, 6, 5, 8
6, 5, 8, 5, 8
1355 SoundCount: Sound Counting from Raw Audio with Dyadic Decomposition Neural Network5.605.601.620.00
6, 6, 3, 5, 8
6, 6, 3, 5, 8
1356 SGD Through the Lens of Kolmogorov Complexity5.575.571.400.00
5, 6, 6, 6, 3, 5, 8
5, 6, 6, 6, 3, 5, 8
1357 TVSPrune - Pruning Non-discriminative filters via Total Variation separability of intermediate representations without fine tuning5.506.252.050.75
3, 5, 6, 8
3, 8, 6, 8
1358 Let Offline RL Flow: Training Conservative Agents in the Latent Space of Normalizing Flow5.505.500.500.00
5, 5, 6, 6
5, 5, 6, 6
1359 Adaptive Block-wise Learning for Knowledge Distillation5.505.501.800.00
3, 8, 5, 6
3, 8, 5, 6
1360 Share Your Representation Only: Guaranteed Improvement of the Privacy-Utility Tradeoff in Federated Learning5.507.001.001.50
8, 5, 3, 6
8, 6, 6, 8
1361 Cross-utterance Conditioned Coherent Speech Editing via Biased Training and Entire Inference5.505.501.800.00
5, 8, 3, 6
5, 8, 3, 6
1362 Learning Geometric Representations of Interactive Objects5.505.501.800.00
3, 5, 6, 8
3, 5, 6, 8
1363 Online Bias Correction for Task-Free Continual Learning5.506.500.871.00
5, 3, 8, 6
6, 6, 8, 6
1364 Meta-Learning the Inductive Biases of Simple Neural Circuits5.506.251.090.75
8, 3, 6, 5
8, 5, 6, 6
1365 Iterative Circuit Repair Against Formal Specifications5.505.500.500.00
6, 6, 5, 5
6, 6, 5, 5
1366 Improving Adversarial Robustness by Putting More Regularizations on Less Robust Samples5.506.251.090.75
3, 5, 8, 6
5, 6, 8, 6
1367 Toward Learning Geometric Eigen-Lengths Crucial for Robotic Fitting Tasks5.505.251.79-0.25
3, 8, 6, 5
3, 8, 5, 5
1368 Individual Privacy Accounting with Gaussian Differential Privacy5.505.750.430.25
6, 5, 5, 6
6, 6, 5, 6
1369 Improving Differentiable Neural Architecture Search by Encouraging Transferability5.506.751.301.25
6, 5, 6, 5
8, 5, 8, 6
1370 Cross-Window Self-Training via Context Variations from Sparsely-Labeled Time Series5.505.500.500.00
5, 6, 5, 6
5, 6, 5, 6
1371 A theoretical study of inductive biases in contrastive learning5.506.000.000.50
6, 6, 5, 5
6, 6, 6, 6
1372 M$^3$SAT: A Sparsely Activated Transformer for Efficient Multi-Task Learning from Multiple Modalities5.505.501.800.00
5, 6, 8, 3
5, 6, 8, 3
1373 Importance of Class Selectivity in Early Epochs of Training5.505.750.430.25
5, 6, 5, 6
5, 6, 6, 6
1374 Fighting Fire with Fire: Contrastive Debiasing without Bias-free Data via Generative Bias-transformation5.505.250.43-0.25
6, 6, 5, 5
5, 6, 5, 5
1375 Scale-invariant Bayesian Neural Networks with Connectivity Tangent Kernel5.506.500.871.00
6, 5, 6, 5
6, 6, 8, 6
1376 Game Theoretic Mixed Experts for Combinational Adversarial Machine Learning5.505.500.500.00
5, 3, 6, 8
5, 5, 6, 6
1377 Reproducible Bandits5.506.500.871.00
5, 8, 3, 6
6, 8, 6, 6
1378 Solving Continual Learning via Problem Decomposition5.505.501.800.00
5, 8, 3, 6
5, 8, 3, 6
1379 How Useful are Gradients for OOD Detection Really?5.506.001.220.50
5, 3, 8, 6
5, 5, 8, 6
1380 Faster Last-iterate Convergence of Policy Optimization in Zero-Sum Markov Games5.506.251.090.75
3, 5, 6, 8
6, 5, 6, 8
1381 Simple Emergent Action Representations from Multi-Task Policy Training5.505.500.500.00
6, 5, 5, 6
6, 5, 5, 6
1382 Avoiding spurious correlations via logit correction5.506.000.000.50
6, 6, 5, 5
6, 6, 6, 6
1383 HesScale: Scalable Computation of Hessian Diagonals5.506.002.120.50
8, 3, 3, 8
8, 5, 3, 8
1384 Building Normalizing Flows with Stochastic Interpolants5.505.501.800.00
8, 5, 6, 3
8, 5, 6, 3
1385 Does progress on ImageNet transfer to real world datasets?5.506.002.120.50
3, 8, 6, 5
3, 8, 8, 5
1386 Competitive Physics Informed Networks 5.507.001.001.50
5, 6, 8, 3
8, 6, 8, 6
1387 Decomposed Prompting: A Modular Approach for Solving Complex Tasks5.506.251.090.75
6, 5, 5, 6
6, 8, 5, 6
1388 Energy-Inspired Self-Supervised Pretraining for Vision Models5.507.171.671.67
5, 5, 6, 5, 6, 6
6, 5, 8, 10, 6, 8
1389 A Time Series is Worth 64 Words: Long-term Forecasting with Transformers5.505.500.500.00
5, 6, 5, 6
5, 6, 5, 6
1390 Replay Memory as An Empirical MDP: Combining Conservative Estimation with Experience Replay5.507.001.001.50
6, 5, 5, 6
8, 8, 6, 6
1391 Confidence-Conditioned Value Functions for Offline Reinforcement Learning5.506.251.090.75
6, 8, 5, 3
6, 8, 6, 5
1392 Stochastic Constrained DRO with a Complexity Independent of Sample Size5.505.501.800.00
3, 5, 8, 6
3, 5, 8, 6
1393 Kernel Regression with Infinite-Width Neural Networks on Millions of Examples5.505.501.800.00
8, 3, 5, 6
8, 3, 5, 6
1394 Evaluating Unsupervised Denoising Requires Unsupervised Metrics5.505.500.500.00
5, 5, 6, 6
6, 5, 6, 5
1395 The Value of Out-of-distribution Data5.505.502.870.00
10, 3, 6, 3
10, 3, 6, 3
1396 First Steps Toward Understanding the Extrapolation of Nonlinear Models to Unseen Domains5.505.500.500.00
6, 5, 5, 6
6, 5, 5, 6
1397 LogicDP: Creating Labels for Graph Data via Inductive Logic Programming5.505.501.800.00
6, 5, 3, 8
6, 5, 3, 8
1398 A VAE for Transformers with Nonparametric Variational Information Bottleneck5.505.500.500.00
5, 6, 6, 5
5, 6, 6, 5
1399 Information-Theoretic Underpinnings of Generalization and Translation in Emergent Communication5.505.501.800.00
6, 3, 8, 5
6, 3, 8, 5
1400 The Brainy Student: Scalable Unlearning by Selectively Disobeying the Teacher5.505.500.500.00
6, 5, 5, 6
6, 5, 5, 6
1401 A Neural PDE Solver with Temporal Stencil Modeling5.506.500.871.00
5, 8, 6, 3
6, 8, 6, 6
1402 Recitation-Augmented Language Models5.505.750.430.25
5, 5, 6, 6
5, 6, 6, 6
1403 Credible, Sealed-bid, Optimal Repeated Auctions With Differentiable Economics5.505.502.500.00
3, 8, 8, 3
3, 8, 8, 3
1404 Towards Efficient Gradient-Based Meta-Learning in Heterogenous Environments5.506.251.090.75
5, 6, 8, 3
6, 6, 8, 5
1405 Optimal Transport for Offline Imitation Learning5.505.500.500.00
6, 5, 6, 5
6, 5, 6, 5
1406 FedorAS: Federated Architecture Search under system heterogeneity5.505.750.430.25
5, 6, 6, 5
6, 6, 6, 5
1407 Towards A Unified View of Sparse Feed-Forward Network in Transformer5.505.250.43-0.25
3, 5, 6, 8
5, 5, 5, 6
1408 SuperFed: Weight Shared Federated Learning5.505.500.500.00
5, 5, 6, 6
5, 5, 6, 6
1409 Images as Weight Matrices: Sequential Image Generation Through Synaptic Learning Rules5.505.500.500.00
6, 6, 5, 5
6, 5, 6, 5
1410 SGD with large step sizes learns sparse features5.506.002.120.50
3, 5, 8, 6
3, 5, 8, 8
1411 ProSampler: Improving Contrastive Learning by Better Mini-batch Sampling5.505.002.12-0.50
8, 6, 5, 3
8, 6, 3, 3
1412 Make-A-Video: Text-to-Video Generation without Text-Video Data5.505.750.430.25
6, 5, 6, 5
6, 6, 6, 5
1413 In-distribution and Out-of-distribution Generalization for Graph Neural Networks5.505.201.17-0.30
6, 6, 5, 5
6, 6, 6, 5, 3
1414 Effectively using public data in privacy preserving Machine learning5.505.750.430.25
5, 5, 6, 6
5, 6, 6, 6
1415 CADet: Fully Self-Supervised Anomaly Detection With Contrastive Learning5.505.750.430.25
5, 6, 5, 6
6, 6, 5, 6
1416 On the System-Level Effectiveness of Physical Object-Hiding Adversarial Attack in Autonomous Driving5.505.250.43-0.25
5, 6, 6, 5
5, 6, 5, 5
1417 Is Conditional Generative Modeling all you need for Decision Making?5.507.001.001.50
6, 8, 5, 3
6, 8, 8, 6
1418 META-STORM: Generalized Fully-Adaptive Variance Reduced SGD for Unbounded Functions5.505.500.500.00
5, 6, 5, 6
5, 6, 5, 6
1419 TEMPERA: Test-Time Prompt Editing via Reinforcement Learning5.507.001.001.50
5, 5, 6, 6
8, 8, 6, 6
1420 What Matters In The Structured Pruning of Generative Language Models?5.505.500.500.00
5, 6, 5, 6
5, 6, 5, 6
1421 Parallel $Q$-Learning: Scaling Off-policy Reinforcement Learning5.505.251.79-0.25
5, 8, 3, 6
5, 8, 3, 5
1422 Optimizing Bi-Encoder for Named Entity Recognition via Contrastive Learning5.506.251.090.75
5, 6, 8, 3
5, 6, 8, 6
1423 Differentially Private Adaptive Optimization with Delayed Preconditioners5.505.751.790.25
3, 8, 6, 5
3, 8, 6, 6
1424 Long Range Language Modeling via Gated State Spaces5.505.750.430.25
5, 5, 6, 6
6, 5, 6, 6
1425 Task-customized Masked Autoencoder via Mixture of Cluster-conditional Experts5.506.500.871.00
6, 5, 5, 6
6, 6, 6, 8
1426 Investigating Multi-task Pretraining and Generalization in Reinforcement Learning5.506.002.120.50
5, 6, 8, 3
5, 8, 8, 3
1427 Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models5.505.250.43-0.25
6, 6, 5, 5
5, 6, 5, 5
1428 Noise-Robust De-Duplication at Scale5.506.500.871.00
6, 6, 5, 5
6, 8, 6, 6
1429 Hyperparameter Optimization through Neural Network Partitioning5.505.750.430.25
8, 5, 6, 3
6, 6, 6, 5
1430 Concept-based Explanations for Out-of-Distribution Detectors5.505.750.430.25
5, 6, 5, 6
6, 6, 5, 6
1431 Architectural optimization over subgroups of equivariant neural networks5.506.000.000.50
5, 6, 5, 6
6, 6, 6, 6
1432 Accelerating Hamiltonian Monte Carlo via Chebyshev Integration Time5.506.001.220.50
8, 6, 5, 3
8, 6, 5, 5
1433 Revisiting Structured Dropout5.505.500.500.00
5, 6, 5, 6
5, 6, 5, 6
1434 HiT-MDP: Learning the SMDP option framework on MDPs with Hidden Temporal Variables5.505.501.800.00
6, 8, 3, 5
6, 8, 3, 5
1435 Fusion over the Grassmann Manifold for Incomplete-Data Clustering5.505.002.55-0.50
5, 8, 8, 1
5, 6, 8, 1
1436 Unsupervised Model-based Pre-training for Data-efficient Control from Pixels5.505.501.800.00
8, 3, 5, 6
8, 3, 5, 6
1437 Fine-grain Inference on Out-of-Distribution Data with Hierarchical Classification5.505.501.800.00
3, 8, 6, 5
3, 8, 6, 5
1438 TTN: A Domain-Shift Aware Batch Normalization in Test-Time Adaptation5.506.251.090.75
5, 6, 6, 5
6, 6, 8, 5
1439 Repository-Level Prompt Generation for Large Language Models of Code5.505.501.800.00
8, 6, 3, 5
8, 6, 3, 5
1440 Variational Prompt Tuning Improves Generalization of Vision-Language Models5.505.750.430.25
6, 6, 5, 5
6, 6, 6, 5
1441 Bridging the Gap to Real-World Object-Centric Learning5.506.251.090.75
3, 8, 6, 5
5, 8, 6, 6
1442 Energy-Based Test Sample Adaptation for Domain Generalization5.506.500.871.00
5, 6, 5, 6
6, 8, 6, 6
1443 A GENERAL SCENARIO-AGNOSTIC REINFORCEMENT LEARNING FOR TRAFFIC SIGNAL CONTROL5.506.000.000.50
5, 6, 6, 5
6, 6, 6, 6
1444 BALTO: efficient tensor program optimization with diversity-based active learning5.506.251.090.75
6, 3, 8, 5
6, 5, 8, 6
1445 Autoregressive Generative Modeling with Noise Conditional Maximum Likelihood Estimation5.504.752.05-0.75
8, 8, 3, 3
5, 8, 3, 3
1446 How robust is unsupervised representation learning to distribution shift?5.506.001.220.50
3, 5, 8, 6
5, 5, 8, 6
1447 Affinity-Aware Graph Networks5.505.500.500.00
5, 6, 6, 5
5, 6, 6, 5
1448 Edge Guided GANs with Contrastive Learning for Semantic Image Synthesis5.506.500.871.00
3, 5, 6, 8
6, 6, 6, 8
1449 Federated Learning as Variational Inference: A Scalable Expectation Propagation Approach5.506.000.000.50
6, 5, 5, 6
6, 6, 6, 6
1450 Enhancing the Inductive Biases of Graph Neural ODE for Modeling Dynamical Systems5.507.001.001.50
6, 5, 5, 6
8, 6, 6, 8
1451 Mastering Spatial Graph Prediction of Road Networks5.505.501.800.00
5, 8, 6, 3
5, 8, 6, 3
1452 A Connection between One-Step Regularization and Critic Regularization in Reinforcement Learning5.504.500.87-1.00
3, 5, 8, 6
3, 5, 5, 5
1453 Multi-objective optimization via equivariant deep hypervolume approximation5.506.000.000.50
6, 5, 6, 5
6, 6, 6, 6
1454 Inversely Eliciting Numerical Reasoning in Language Models via Solving Linear Systems5.505.801.940.30
8, 3, 6, 5
8, 5, 8, 5, 3
1455 On Explaining Neural Network Robustness with Activation Path5.506.000.000.50
5, 6, 5, 6
6, 6, 6, 6
1456 Structure by Architecture: Structured Representations without Regularization5.506.500.871.00
6, 8, 5, 3
6, 8, 6, 6
1457 DECAP: Decoding CLIP Latents for Zero-shot Captioning5.506.330.750.83
5, 6, 6, 5, 5, 6
6, 6, 6, 6, 6, 8
1458 Robust Explanation Constraints for Neural Networks5.506.751.301.25
3, 6, 5, 8
5, 8, 6, 8
1459 Hidden Schema Networks5.505.502.500.00
3, 3, 8, 8
3, 3, 8, 8
1460 Learning Input-agnostic Manipulation Directions in StyleGAN with Text Guidance5.506.000.000.50
6, 5, 6, 5
6, 6, 6, 6
1461 Domain Generalisation via Domain Adaptation: An Adversarial Fourier Amplitude Approach5.505.500.500.00
5, 5, 6, 6
5, 5, 6, 6
1462 Anti-Symmetric DGN: a stable architecture for Deep Graph Networks5.506.001.220.50
5, 3, 6, 8
5, 5, 6, 8
1463 FastFill: Efficient Compatible Model Update5.505.751.790.25
3, 6, 5, 8
3, 6, 6, 8
1464 SLTUNET: A Simple Unified Model for Sign Language Translation5.505.500.500.00
5, 6, 5, 6
5, 6, 5, 6
1465 DetectBench: An Object Detection Benchmark for OOD Generalization Algorithms5.505.002.12-0.50
5, 3, 8, 6
3, 3, 8, 6
1466 Leveraging Unlabeled Data to Track Memorization5.506.251.090.75
5, 5, 6, 6
6, 5, 8, 6
1467 Efficient Out-of-Distribution Detection based on In-Distribution Data Patterns Memorization with Modern Hopfield Energy5.506.000.000.50
6, 5, 6, 5
6, 6, 6, 6
1468 NAGphormer: A Tokenized Graph Transformer for Node Classification in Large Graphs5.506.501.501.00
6, 5, 6, 5
8, 5, 8, 5
1469 Near Optimal Private and Robust Linear Regression5.505.500.500.00
6, 6, 5, 5
6, 6, 5, 5
1470 Tensor-Based Sketching Method for the Low-Rank Approximation of Data Streams.5.505.750.430.25
5, 5, 6, 6
5, 6, 6, 6
1471 Data augmentation alone can improve adversarial training5.506.000.000.50
5, 6, 6, 5
6, 6, 6, 6
1472 Valid P-Value for Deep Learning-driven Salient Region5.505.600.490.10
5, 6, 5, 6
5, 6, 5, 6, 6
1473 Learning from conflicting data with hidden contexts5.507.001.001.50
3, 8, 8, 3
6, 8, 8, 6
1474 MeGraph: Graph Representation Learning on Connected Multi-scale Graphs5.506.002.120.50
3, 8, 8, 3
5, 8, 8, 3
1475 Self-supervised debiasing using low rank regularization5.505.751.790.25
3, 6, 5, 8
3, 6, 6, 8
1476 Multi-Vector Retrieval as Sparse Alignment5.506.000.000.50
5, 6, 5, 6
6, 6, 6, 6
1477 Knowledge Unlearning for Mitigating Privacy Risks in Language Models5.505.750.430.25
6, 5, 6, 5
6, 6, 6, 5
1478 Open-domain Visual Entity Linking5.505.501.800.00
5, 3, 6, 8
5, 3, 6, 8
1479 The Final Ascent: When Bigger Models Generalize Worse on Noisy-Labeled Data5.505.501.800.00
5, 3, 8, 6
5, 3, 8, 6
1480 Proportional Amplitude Spectrum Training Augmentation for Synthetic-to-Real Domain Generalization5.506.001.220.50
3, 5, 8, 6
5, 5, 8, 6
1481 Equivariant Shape-Conditioned Generation of 3D Molecules for Ligand-Based Drug Design5.506.000.000.50
6, 5, 6, 5
6, 6, 6, 6
1482 Linearly Constrained Bilevel Optimization: A Smoothed Implicit Gradient Approach5.506.751.301.25
6, 5, 5, 6
6, 8, 5, 8
1483 Memorization-Dilation: Modeling Neural Collapse Under Noise5.506.000.000.50
5, 6, 5, 6
6, 6, 6, 6
1484 Multi-level Protein Structure Pre-training via Prompt Learning5.505.750.430.25
6, 6, 5, 5
6, 6, 5, 6
1485 Interpretability in the Wild: a Circuit for Indirect Object Identification in GPT-2 Small5.505.502.500.00
3, 3, 8, 8
3, 3, 8, 8
1486 FedMT: Federated Learning with Mixed-type Labels5.506.252.050.75
6, 8, 5, 3
8, 8, 6, 3
1487 Denoising MCMC for Accelerating Diffusion-Based Generative Models5.505.750.430.25
6, 6, 5, 5
6, 6, 5, 6
1488 Confidence Estimation Using Unlabeled Data5.506.500.871.00
8, 5, 6, 3
8, 6, 6, 6
1489 Sequential Attention for Feature Selection5.506.251.090.75
3, 6, 5, 8
5, 6, 6, 8
1490 Multi-Epoch Matrix Factorization Mechanisms for Private Machine Learning5.505.500.500.00
6, 5, 6, 5
5, 6, 6, 5
1491 Learning Listwise Domain-Invariant Representations for Ranking5.506.001.220.50
5, 6, 5, 6
5, 8, 5, 6
1492 Exp-$alpha$: Beyond Proportional Aggregation in Federated Learning5.505.500.500.00
5, 6, 5, 6
5, 6, 5, 6
1493 Guiding Safe Exploration with Weakest Preconditions5.506.500.871.00
3, 8, 6, 5
6, 8, 6, 6
1494 Gated Neural ODEs: Trainability, Expressivity and Interpretability5.505.501.800.00
3, 8, 6, 5
3, 8, 6, 5
1495 Learning Multimodal Data Augmentation in Feature Space5.505.751.790.25
5, 3, 8, 6
6, 3, 8, 6
1496 Achieving Sub-linear Regret in Infinite Horizon Average Reward Constrained MDP with Linear Function Approximation5.505.251.30-0.25
6, 8, 3, 5
6, 6, 3, 6
1497 FedFA: Federated Feature Augmentation5.506.500.871.00
6, 5, 6, 5
8, 6, 6, 6
1498 A critical look at evaluation of GNNs under heterophily: Are we really making progress?5.506.251.090.75
5, 6, 5, 6
5, 6, 6, 8
1499 Interpretable Debiasing of Vectorized Language Representations with Iterative Orthogonalization5.506.000.000.50
6, 6, 5, 5
6, 6, 6, 6
1500 Layer Grafted Pre-training: Bridging Contrastive Learning And Masked Image Modeling For Better Representations5.506.001.100.50
6, 5, 6, 5
6, 5, 6, 5, 8
1501 VIMA: General Robot Manipulation with Multimodal Prompts5.505.501.800.00
3, 6, 5, 8
3, 6, 5, 8
1502 AUTOJOIN: EFFICIENT ADVERSARIAL TRAINING FOR ROBUST MANEUVERING VIA DENOISING AUTOEN- CODER AND JOINT LEARNING5.505.500.500.00
5, 6, 6, 5
5, 6, 6, 5
1503 The power of choices in decision tree learning5.505.501.800.00
6, 3, 8, 5
6, 3, 8, 5
1504 Boosting Adversarial Transferability using Dynamic Cues5.505.750.430.25
6, 5, 5, 6
6, 6, 5, 6
1505 MOAT: Alternating Mobile Convolution and Attention Brings Strong Vision Models5.506.000.000.50
6, 5, 6, 5
6, 6, 6, 6
1506 Part-Based Models Improve Adversarial Robustness5.505.750.430.25
6, 5, 6, 5
6, 6, 6, 5
1507 Extremely Simple Activation Shaping for Out-of-Distribution Detection5.506.002.120.50
5, 8, 6, 3
5, 8, 8, 3
1508 Hebbian and Gradient-based Plasticity Enables Robust Memory and Rapid Learning in RNNs5.506.000.000.50
5, 6, 5, 6
6, 6, 6, 6
1509 Equivariant Hypergraph Diffusion Neural Operators5.506.000.000.50
6, 5, 6, 5
6, 6, 6, 6
1510 Biases in Evaluation of Molecular Optimization Methods and Bias Reduction Strategies5.505.501.800.00
3, 5, 6, 8
3, 5, 6, 8
1511 Neural Agents Struggle to Take Turns in Bidirectional Emergent Communication5.505.751.790.25
8, 6, 3, 5
8, 6, 3, 6
1512 Observational Robustness and Invariances in Reinforcement Learning via Lexicographic Objectives5.505.671.490.17
5, 3, 8, 5, 6, 6
6, 3, 8, 5, 6, 6
1513 Prompting GPT-3 To Be Reliable5.505.750.430.25
5, 6, 5, 6
6, 6, 5, 6
1514 Turning the Curse of Heterogeneity in Federated Learning into a Blessing for Out-of-Distribution Detection5.507.001.001.50
6, 3, 5, 8
8, 6, 6, 8
1515 Neural Lagrangian Schr'{o}dinger Bridge: Diffusion Modeling for Population Dynamics5.506.500.871.00
5, 6, 5, 6
8, 6, 6, 6
1516 Warping the Space: Weight Space Rotation for Class-Incremental Few-Shot Learning5.506.751.301.25
5, 3, 6, 8
8, 5, 6, 8
1517 Jointly Learning Visual and Auditory Speech Representations from Raw Data5.506.500.871.00
8, 5, 3, 6
8, 6, 6, 6
1518 On the Feasibility of Cross-Task Transfer with Model-Based Reinforcement Learning5.506.000.000.50
5, 6, 6, 5
6, 6, 6, 6
1519 Reduce, Reuse, Recycle: Compositional Generation with Energy-Based Diffusion Models and MCMC5.505.500.500.00
5, 6, 5, 6
5, 6, 5, 6
1520 Discovering Policies with DOMiNO5.506.000.000.50
5, 6, 6, 5
6, 6, 6, 6
1521 Improving Out-of-distribution Generalization with Indirection Representations5.506.251.090.75
6, 5, 3, 8
6, 6, 5, 8
1522 SWARM Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient5.505.502.060.00
8, 3, 5, 6, 8, 3
8, 3, 5, 6, 8, 3
1523 Sinkhorn Discrepancy for Counterfactual Generalization5.505.250.43-0.25
6, 5, 6, 5
5, 5, 6, 5
1524 Distributional Meta-Gradient Reinforcement Learning5.506.500.871.00
5, 8, 6, 3
6, 8, 6, 6
1525 Interval-based Offline Policy Evaluation without Sufficient Exploration or Realizability5.505.001.22-0.50
8, 3, 5, 6
6, 3, 5, 6
1526 Dense Correlation Fields for Motion Modeling in Action Recognition5.505.001.22-0.50
8, 3, 6, 5
6, 3, 6, 5
1527 CBLab: Scalable Traffic Simulation with Enriched Data Supporting5.506.500.871.00
8, 5, 6, 3
8, 6, 6, 6
1528 Time to augment visual self-supervised learning5.507.001.001.50
5, 3, 6, 8
6, 6, 8, 8
1529 Towards Lightweight, Model-Agnostic and Diversity-Aware Active Anomaly Detection5.506.001.220.50
5, 8, 3, 6
5, 8, 5, 6
1530 Switching One-Versus-the-Rest Loss to Increase Logit Margins for Adversarial Robustness5.505.500.500.00
6, 5, 5, 6
6, 5, 5, 6
1531 Q-Pensieve: Boosting Sample Efficiency of Multi-Objective RL Through Memory Sharing of Q-Snapshots5.506.251.090.75
6, 5, 6, 5
8, 5, 6, 6
1532 Learning Invariant Features for Online Continual Learning5.506.501.501.00
8, 5, 3, 6
8, 5, 5, 8
1533 ODAM: Gradient-based Instance-Specific Visual Explanations for Object Detection5.506.500.871.00
6, 5, 5, 6
6, 6, 6, 8
1534 Unsupervised Object-Centric Learning with Bi-level Optimized Query Slot Attention5.505.251.30-0.25
8, 6, 3, 5
6, 6, 3, 6
1535 EUCLID: Towards Efficient Unsupervised Reinforcement Learning with Multi-choice Dynamics Model5.506.000.000.50
5, 6, 6, 5
6, 6, 6, 6
1536 Smoothed-SGDmax: A Stability-Inspired Algorithm to Improve Adversarial Generalization5.505.500.500.00
6, 5, 5, 6
6, 5, 5, 6
1537 Learning to Generate All Feasible Actions5.505.501.800.00
8, 5, 6, 3
8, 5, 6, 3
1538 Empirical Study of Pre-training a Backbone for 3D Human Pose and Shape Estimation5.507.001.001.50
6, 5, 6, 5
8, 6, 6, 8
1539 Class Prototype-based Cleaner for Label Noise Learning5.505.502.500.00
3, 3, 8, 8
3, 3, 8, 8
1540 AutoShot: A Short Video Dataset and State-of-the-Art Shot Boundary Detection5.505.001.22-0.50
3, 8, 6, 5
3, 6, 6, 5
1541 ILA-DA: Improving Transferability of Intermediate Level Attack with Data Augmentation5.506.001.220.50
6, 3, 8, 5
6, 5, 8, 5
1542 A Closer Look at the Calibration of Differentially Private Learners5.505.750.430.25
6, 5, 6, 5
6, 6, 6, 5
1543 Schema Inference for Interpretable Image Classification5.506.500.871.00
6, 5, 6, 5
8, 6, 6, 6
1544 Covariance-Robust Minimax Probability Machines for Algorithmic Recourse5.505.502.500.00
3, 8, 3, 8
3, 8, 3, 8
1545 Spiking Convolutional Neural Networks for Text Classification5.505.501.800.00
6, 8, 3, 5
6, 8, 3, 5
1546 Improving Language Model Pretraining with Text Structure Information5.505.501.800.00
3, 5, 8, 6
3, 5, 8, 6
1547 Cluster and Landmark Attributes Infused Graph Neural Networks for Link prediction5.505.500.500.00
6, 6, 5, 5
6, 6, 5, 5
1548 Learning Math Reasoning from Self-Sampled Correct and Partially-Correct Solutions5.505.750.430.25
6, 5, 5, 6
6, 6, 5, 6
1549 Average Sensitivity of Decision Tree Learning5.505.750.430.25
6, 6, 5, 5
6, 6, 5, 6
1550 Learning by Distilling Context5.504.751.09-0.75
3, 5, 6, 8
3, 5, 6, 5
1551 Structured Pruning of CNNs at Initialization5.505.500.500.00
6, 5, 5, 6
6, 5, 5, 6
1552 Generating Adversarial Examples with Task Oriented Multi-Objective Optimization5.506.001.220.50
3, 8, 5, 6
5, 8, 5, 6
1553 Neural Network Approximations of PDEs Beyond Linearity: Representational Perspective5.505.751.790.25
3, 5, 6, 8
3, 6, 6, 8
1554 Analytical Composition of Differential Privacy via the Edgeworth Accountant5.505.001.22-0.50
5, 5, 6, 6
5, 3, 6, 6
1555 Predictor-corrector algorithms for stochastic optimization under gradual distribution shift5.505.500.500.00
6, 5, 5, 6
6, 5, 5, 6
1556 Learning Dynamic Query Combinations for Transformer-based Object Detection and Segmentation5.505.751.300.25
6, 5, 5, 6
5, 5, 8, 5
1557 Unicom: Universal and Compact Representation Learning for Image Retrieval5.506.001.220.50
6, 5, 5, 6
8, 5, 5, 6
1558 A unified optimization framework of ANN-SNN Conversion: towards optimal mapping from activation values to firing rates5.505.752.860.25
8, 5, 8, 1
8, 6, 8, 1
1559 Trading Information between Latents in Hierarchical Variational Autoencoders5.506.251.090.75
8, 5, 6, 3
8, 5, 6, 6
1560 Towards Skilled Population Curriculum for MARL5.506.000.000.50
5, 6, 5, 6
6, 6, 6, 6
1561 Bringing Saccades and Fixations into Self-supervised Video Representation Learning5.506.001.220.50
6, 6, 5, 5
6, 8, 5, 5
1562 Improve learning combining crowdsourced labels by weighting Areas Under the Margin5.505.500.500.00
5, 6, 5, 6
5, 6, 5, 6
1563 Neural Field Discovery Disentangles Equivariance in Interacting Dynamical Systems5.505.250.43-0.25
6, 6, 5, 5
5, 6, 5, 5
1564 An Optimal Transport Perspective on Unpaired Image Super-Resolution5.505.501.800.00
8, 6, 5, 3
8, 6, 5, 3
1565 Learning Heterogeneous Interaction Strengths by Trajectory Prediction with Graph Neural Network5.506.500.871.00
6, 5, 6, 5
6, 6, 8, 6
1566 Neural Volumetric Mesh Generator5.505.501.800.00
6, 3, 8, 5
6, 3, 8, 5
1567 Protein Representation Learning via Knowledge Enhanced Primary Structure Reasoning5.505.750.430.25
6, 5, 5, 6
6, 6, 5, 6
1568 LPMARL: Linear Programming based Implicit Task Assignment for Hierarchical Multi-agent Reinforcement Learning5.505.500.500.00
5, 5, 6, 6
5, 5, 6, 6
1569 Neural Frailty Machine: Beyond proportional hazard assumption in neural survival regressions5.505.500.500.00
5, 6, 5, 6
5, 6, 5, 6
1570 Basic Binary Convolution Unit for Binarized Image Restoration Network5.506.252.050.75
5, 8, 3, 6
6, 8, 3, 8
1571 Sweet Gradient Matters: Designing Consistent and Efficient Estimator for Zero-Shot Neural Architecture Search5.505.000.00-0.50
5, 6, 6, 5
5, 5, 5, 5
1572 Constrained Hierarchical Deep Reinforcement Learning with Differentiable Formal Specifications5.505.501.800.00
3, 5, 6, 8
3, 5, 6, 8
1573 Limitations of the NTK for Understanding Generalization in Deep Learning5.505.501.800.00
6, 8, 3, 5
6, 8, 3, 5
1574 Scalable Estimation of Nonparametric Markov Networks with Mixed-Type Data5.507.001.001.50
6, 5, 5, 6
6, 8, 6, 8
1575 Diffusion Probabilistic Modeling of Protein Backbones in 3D for the motif-scaffolding problem5.506.500.871.00
5, 6, 6, 5
6, 6, 8, 6
1576 Joint rotational invariance and adversarial training of a dual-stream Transformer yields state of the art Brain-Score for Area V45.505.501.800.00
5, 8, 6, 3
5, 6, 8, 3
1577 A Unified Causal View of Domain Invariant Representation Learning5.505.500.500.00
6, 6, 5, 5
6, 6, 5, 5
1578 On the Robustness of Safe Reinforcement Learning under Observational Perturbations5.506.000.000.50
5, 6, 5, 6
6, 6, 6, 6
1579 Behind the Scenes of Gradient Descent: A Trajectory Analysis via Basis Function Decomposition5.506.000.000.50
5, 5, 6, 6
6, 6, 6, 6
1580 T2D: Spatiotemporal Feature Learning Based on Triple 2D Decomposition5.505.501.800.00
3, 5, 8, 6
3, 5, 8, 6
1581 Data-Free One-Shot Federated Learning Under Very High Statistical Heterogeneity5.506.000.000.50
6, 5, 5, 6
6, 6, 6, 6
1582 An Efficient Mean-field Approach to High-Order Markov Logic5.505.001.22-0.50
3, 6, 5, 8
3, 6, 5, 6
1583 Downstream Datasets Make Surprisingly Good Pretraining Corpora5.506.001.220.50
5, 6, 3, 8
5, 6, 5, 8
1584 Unleashing Mask: Explore the Intrinsic Out-of-distribution Detection Capability5.505.501.800.00
6, 8, 5, 3
6, 8, 5, 3
1585 Universal Speech Enhancement with Score-based Diffusion5.505.750.430.25
5, 6, 6, 5
5, 6, 6, 6
1586 CodeT: Code Generation with Generated Tests5.506.751.301.25
8, 3, 3, 8
8, 6, 5, 8
1587 AdaStride: Using Adaptive Strides in Sequential Data for Effective Downsampling5.505.750.430.25
6, 5, 5, 6
6, 5, 6, 6
1588 On the Universality of Langevin Diffusion for Private Euclidean (Convex) Optimization5.505.500.500.00
5, 5, 6, 6
5, 5, 6, 6
1589 Simplicial Embeddings in Self-Supervised Learning and Downstream Classification5.508.000.002.50
6, 5, 5, 6
8, 8, 8, 8
1590 Thalamus: a brain-inspired algorithm for biologically-plausible continual learning and disentangled representations5.507.001.001.50
5, 5, 6, 6
6, 6, 8, 8
1591 Context Autoencoder for Self-Supervised Representation Learning5.505.750.430.25
5, 5, 6, 6
6, 5, 6, 6
1592 Progressive Purification for Instance-Dependent Partial Label Learning5.504.001.00-1.50
3, 8, 5, 6
3, 3, 5, 5
1593 CFlowNets: Continuous control with Generative Flow Networks5.507.500.872.00
6, 5, 5, 6
8, 8, 6, 8
1594 Neural Radiance Fields with Geometric Consistency for Few-Shot Novel View Synthesis5.506.501.501.00
6, 3, 5, 8
8, 5, 5, 8
1595 Semi-supervised Community Detection via Structural Similarity Metrics5.506.500.871.00
8, 3, 5, 6
8, 6, 6, 6
1596 Multivariate Time-series Imputation with Disentangled Temporal Representations5.505.500.500.00
6, 6, 5, 5
6, 6, 5, 5
1597 LPT: Long-tailed Prompt Tuning for Image Classification5.507.001.001.50
6, 5, 6, 5
8, 8, 6, 6
1598 TopoZero: Digging into Topology Alignment on Zero-Shot Learning5.505.501.800.00
3, 6, 8, 5
3, 6, 8, 5
1599 Knowledge Distillation based Degradation Estimation for Blind Super-Resolution5.506.000.000.50
5, 5, 6, 6
6, 6, 6, 6
1600 Temporary feature collapse phenomenon in early learning of MLPs5.505.750.430.25
6, 8, 5, 3
6, 6, 6, 5
1601 Meta-Evolve: Continuous Robot Evolution for One-to-many Policy Transfer5.505.501.800.00
8, 5, 6, 3
8, 5, 6, 3
1602 Learning Lightweight Object Detectors via Progressive Knowledge Distillation5.506.401.360.90
6, 5, 5, 6
8, 6, 5, 8, 5
1603 Twofer: Tackling Continual Domain Shift with Simultaneous Domain Generalization and Adaptation5.506.501.501.00
6, 5, 3, 8
8, 5, 5, 8
1604 VectorMapNet: End-to-end Vectorized HD Map Learning5.505.501.800.00
3, 8, 5, 6
3, 8, 5, 6
1605 Domain Generalization with Small Data5.506.001.220.50
8, 3, 5, 6
8, 5, 5, 6
1606 Hierarchical Prompting Improves Visual Recognition On Accuracy, Data Efficiency and Explainability5.505.250.43-0.25
6, 6, 5, 5
5, 6, 5, 5
1607 Decomposing Texture and Semantics for Out-of-distribution Detection5.505.500.500.00
6, 5, 5, 6
6, 5, 5, 6
1608 One Transformer Can Understand Both 2D & 3D Molecular Data5.506.251.090.75
5, 8, 3, 6
6, 8, 5, 6
1609 Everyone's Preference Changes Differently: Weighted Multi-Interest Retrieval Model5.505.751.790.25
6, 5, 8, 3
6, 6, 8, 3
1610 Hierarchical Relational Learning for Few-Shot Knowledge Graph Completion5.505.501.800.00
3, 5, 8, 6
3, 5, 8, 6
1611 Function-Consistent Feature Distillation5.506.501.501.00
6, 3, 8, 5
8, 5, 8, 5
1612 The Devil is in the Wrongly-classified Samples: Towards Unified Open-set Recognition5.506.251.090.75
8, 6, 5, 3
8, 6, 5, 6
1613 Domain Generalization via Independent Regularization from Early-branching Networks5.505.501.800.00
8, 6, 3, 5
8, 6, 3, 5
1614 DELTA: DEBIASED FULLY TEST-TIME ADAPTATION5.506.000.000.50
5, 6, 5, 6
6, 6, 6, 6
1615 Bit-Pruning: A Sparse Multiplication-Less Dot-Product5.506.500.871.00
3, 5, 8, 6
6, 6, 8, 6
1616 KNN-Diffusion: Image Generation via Large-Scale Retrieval5.506.251.090.75
5, 5, 6, 6
6, 5, 8, 6
1617 IS SYNTHETIC DATA FROM GENERATIVE MODELS READY FOR IMAGE RECOGNITION?5.506.500.871.00
5, 5, 6, 6
6, 6, 6, 8
1618 IDEAL: Query-Efficient Data-Free Learning from Black-Box Models5.506.501.501.00
8, 5, 6, 3
8, 5, 8, 5
1619 Succinct Compression: Lossless Compression for Fast and Memory-Efficient Deep Neural Network Inference5.505.502.500.00
3, 8, 3, 8
3, 8, 3, 8
1620 BEVDistill: Cross-Modal BEV Distillation for Multi-View 3D Object Detection5.506.500.871.00
5, 5, 6, 6
6, 6, 8, 6
1621 Achieve the Minimum Width of Neural Networks for Universal Approximation5.505.501.800.00
6, 3, 5, 8
6, 3, 5, 8
1622 Example-based Planning via Dual Gradient Fields5.505.501.800.00
3, 8, 5, 6
3, 8, 5, 6
1623 Protein structure generation via folding diffusion5.505.501.800.00
8, 3, 5, 6
8, 3, 5, 6
1624 MBrain: A Multi-channel Self-Supervised Learning Framework for Brain Signals5.406.401.361.00
3, 8, 6, 5, 5
5, 8, 8, 6, 5
1625 KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document Understanding5.405.600.490.20
6, 5, 6, 5, 5
6, 5, 6, 6, 5
1626 Infusing Lattice Symmetry Priors in Neural Networks Using Soft Attention Masks5.405.800.400.40
5, 6, 5, 5, 6
6, 6, 6, 5, 6
1627 Panning for Gold in Federated Learning: Targeted Text Extraction under Arbitrarily Large-Scale Aggregation5.405.800.400.40
3, 6, 6, 6, 6
5, 6, 6, 6, 6
1628 Empowering Graph Representation Learning with Test-Time Graph Transformation5.406.201.830.80
5, 6, 3, 8, 5
8, 6, 3, 8, 6
1629 Maximum Likelihood Learning of Energy-Based Models for Simulation-Based Inference5.405.801.170.40
3, 8, 5, 5, 6
5, 8, 5, 5, 6
1630 Prompt Tuning with Prompt-aligned Gradient for Vision-Language Models 5.405.401.200.00
6, 6, 3, 6, 6
6, 6, 3, 6, 6
1631 Evaluating Representations with Readout Model Switching5.406.400.801.00
8, 5, 6, 5, 3
8, 6, 6, 6, 6
1632 Scaling Laws For Deep Learning Based Image Reconstruction5.406.001.100.60
6, 3, 5, 5, 8
6, 5, 5, 6, 8
1633 PASHA: Efficient HPO and NAS with Progressive Resource Allocation5.406.400.801.00
8, 5, 6, 3, 5
8, 6, 6, 6, 6
1634 Tackling Diverse Tasks via Cross-Modal Transfer Learning5.406.401.361.00
5, 5, 3, 6, 8
5, 5, 6, 8, 8
1635 On the Interplay Between Misspecification and Sub-optimality Gap: From Linear Contextual Bandits to Linear MDPs5.405.600.490.20
5, 5, 6, 5, 6
5, 5, 6, 6, 6
1636 LT-SNN: Self-Adaptive Spiking Neural Network for Event-based Classification and Object Detection5.405.201.60-0.20
8, 5, 3, 8, 3
5, 5, 3, 8, 5
1637 Scaling Convex Neural Networks with Burer-Monteiro Factorization5.406.200.980.80
6, 5, 8, 3, 5
6, 5, 8, 6, 6
1638 $rm A^2Q$: Aggregation-Aware Quantization for Graph Neural Networks5.407.200.981.80
6, 8, 5, 5, 3
8, 8, 6, 6, 8
1639 Learning Dynamical Characteristics with Neural Operators for Data Assimilation5.406.201.830.80
8, 5, 3, 5, 6
8, 6, 3, 6, 8
1640 Wav2Tok: Deep Sequence Tokenizer for Audio Retrieval5.406.601.961.20
5, 5, 3, 8, 6
6, 8, 3, 8, 8
1641 Agent-Controller Representations: Principled Offline RL with Rich Exogenous Information5.405.601.620.20
8, 5, 3, 5, 6
8, 5, 3, 6, 6
1642 GNNDelete: A General Unlearning Strategy for Graph Neural Networks5.405.601.620.20
6, 3, 5, 8, 5
6, 3, 6, 8, 5
1643 General Neural Gauge Fields5.405.800.400.40
5, 6, 5, 6, 5
5, 6, 6, 6, 6
1644 Deep Dynamic AutoEncoder for Vision BERT Pretraining5.404.800.98-0.60
5, 6, 5, 5, 6
5, 3, 6, 5, 5
1645 DiffMimic: Efficient Motion Mimicking with Differentiable Physics5.406.601.201.20
3, 6, 6, 6, 6
5, 8, 8, 6, 6
1646 Do Not Train It: A Linear Neural Architecture Search of Graph Neural Networks5.405.200.40-0.20
5, 5, 6, 6, 5
5, 5, 5, 6, 5
1647 ModelAngelo: Automated Model Building for Cryo-EM Maps5.406.401.361.00
6, 5, 3, 8, 5
8, 6, 5, 8, 5
1648 UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers5.336.000.000.67
6, 5, 5
6, 6, 6
1649 Convergence is Not Enough: Average-Case Performance of No-Regret Learning Dynamics5.336.001.410.67
8, 5, 3
8, 5, 5
1650 Simple Spectral Graph Convolution from an Optimization Perspective5.334.751.09-0.58
6, 5, 5
6, 5, 5, 3
1651 Doing Fast Adaptation Fast: Conditionally Independent Deep Ensembles for Distribution Shifts5.335.670.470.33
5, 5, 6
6, 5, 6
1652 RuDar: Weather Radar Dataset for Precipitation Nowcasting with Geographical and Seasonal Variability5.335.330.470.00
5, 6, 5
5, 6, 5
1653 HyPHEN: A Hybrid Packing Method and Optimizations for Homomorphic Encryption-Based Neural Network 5.335.330.470.00
6, 5, 5
6, 5, 5
1654 Unveiling the sampling density in non-uniform geometric graphs5.336.751.301.42
5, 6, 5
8, 8, 5, 6
1655 Geometrically regularized autoencoders for non-Euclidean data5.336.000.000.67
6, 5, 5
6, 6, 6
1656 Evolving Populations of Diverse RL Agents with MAP-Elites5.335.330.470.00
6, 5, 5
6, 5, 5
1657 Mid-Vision Feedback for Convolutional Neural Networks5.336.001.410.67
8, 3, 5
8, 5, 5
1658 Prefer to Classify: Improving Text Classifier via Pair-wise Preference Learning5.335.332.050.00
5, 8, 3
5, 8, 3
1659 Editing models with task arithmetic5.335.330.470.00
5, 6, 5
5, 6, 5
1660 Context-Aware Image Completion5.335.330.470.00
6, 5, 5
6, 5, 5
1661 Architecture Matters in Continual Learning5.335.332.050.00
3, 8, 5
3, 8, 5
1662 Efficient Data Subset Selection to Generalize Training Across Models: Transductive and Inductive Networks5.335.670.470.33
5, 6, 5
6, 6, 5
1663 Raisin: Residual Algorithms for Versatile Offline Reinforcement Learning5.335.670.470.33
5, 5, 6
6, 5, 6
1664 Learning Shareable Bases for Personalized Federated Image Classification5.336.001.410.67
6, 5, 5
8, 5, 5
1665 Learning Mixture Models with Simultaneous Data Partitioning and Parameter Estimation5.335.330.470.00
5, 5, 6
5, 5, 6
1666 Neural Bregman Divergences for Distance Learning5.336.002.120.67
5, 8, 3
5, 8, 3, 8
1667 Offline Reinforcement Learning from Heteroskedastic Data Via Support Constraints5.335.670.470.33
6, 5, 5
6, 6, 5
1668 Bias Propagation in Federated Learning5.336.670.941.33
6, 5, 5
6, 8, 6
1669 LUNA: Language as Continuing Anchors for Referring Expression Comprehension5.335.330.470.00
5, 6, 5
5, 6, 5
1670 Many-Body Approximation for Tensors5.336.332.361.00
8, 3, 5
8, 8, 3
1671 What do large networks memorize?5.335.670.470.33
5, 5, 6
6, 5, 6
1672 Linear Mode Connectivity of Deep Neural Networks via Permutation Invariance and Renormalization5.336.670.941.33
5, 3, 8
6, 6, 8
1673 Differentially Private Diffusion Models5.335.332.050.00
8, 5, 3
8, 5, 3
1674 Teaching Algorithmic Reasoning via In-context Learning5.336.001.410.67
5, 3, 8
5, 5, 8
1675 Instruction-Following Agents with Jointly Pre-Trained Vision-Language Models5.335.330.470.00
5, 6, 5
5, 6, 5
1676 GPTQ: Accurate Quantization for Generative Pre-trained Transformers5.335.670.470.33
5, 5, 6
5, 6, 6
1677 A new characterization of the edge of stability based on a sharpness measure aware of batch gradient distribution5.336.000.000.67
6, 5, 5
6, 6, 6
1678 Continual Post-Training of Language Models5.336.752.171.42
8, 3, 5
8, 3, 8, 8
1679 Min-Max Multi-objective Bilevel Optimization with Applications in Robust Machine Learning5.335.670.470.33
5, 6, 5
6, 6, 5
1680 Spotlight: Mobile UI Understanding using Vision-Language Models with a Focus5.335.330.470.00
5, 6, 5
5, 6, 5
1681 Data Subset Selection via Machine Teaching5.335.330.470.00
5, 6, 5
5, 6, 5
1682 Elicitation Inference Optimization for Multi-Principal-Agent Alignment5.334.751.09-0.58
5, 6, 5
5, 6, 5, 3
1683 Self-Ensemble Protection: Training Checkpoints Are Good Data Protectors5.336.000.000.67
6, 5, 5
6, 6, 6
1684 Probability flow solution of the Fokker-Planck equation5.335.670.470.33
5, 6, 5
5, 6, 6
1685 Recycling Scraps: Improving Private Learning by Leveraging Intermediate Checkpoints5.335.330.470.00
5, 6, 5
5, 6, 5
1686 BC-IRL: Learning Generalizable Reward Functions from Demonstrations5.336.332.361.00
3, 5, 8
3, 8, 8
1687 Provable Robustness against Wasserstein Distribution Shifts via Input Randomization5.336.000.000.67
5, 6, 5
6, 6, 6
1688 Deep Learning From Crowdsourced Labels: Coupled Cross-Entropy Minimization, Identifiability, and Regularization5.335.670.470.33
6, 5, 5
6, 6, 5
1689 A Kernel-Based View of Language Model Fine-Tuning5.335.670.470.33
6, 5, 5
6, 5, 6
1690 Learning Multiobjective Program Through Online Learning5.336.001.410.67
3, 5, 8
5, 5, 8
1691 ESCHER: Eschewing Importance Sampling in Games by Computing a History Value Function to Estimate Regret5.336.000.000.67
5, 5, 6
6, 6, 6
1692 The Challenges of Exploration for Offline Reinforcement Learning5.335.330.470.00
5, 6, 5
5, 6, 5
1693 Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Approach5.338.000.002.67
8, 5, 3
8, 8, 8
1694 Accelerated Single-Call Methods for Constrained Min-Max Optimization5.335.332.050.00
3, 8, 5
3, 8, 5
1695 Understanding the Complexity Gains of Contextual Multi-task RL with Curricula5.335.670.470.33
5, 6, 5
6, 6, 5
1696 Expected Probabilistic Hierarchies5.335.670.470.33
5, 6, 5
6, 6, 5
1697 SP2 : A Second Order Stochastic Polyak Method5.335.670.470.33
5, 6, 5
6, 6, 5
1698 Improved Group Robustness via Classifier Retraining on Independent Splits5.335.330.470.00
5, 6, 5
5, 6, 5
1699 Density Sketches for Sampling and Estimation5.335.330.470.00
5, 5, 6
5, 5, 6
1700 Beyond Link Prediction: On Pre-Training Knowledge Graph Embeddings5.335.330.470.00
5, 6, 5
5, 6, 5
1701 Univariate vs Multivariate Time Series Forecasting with Transformers5.335.330.470.00
6, 5, 5
6, 5, 5
1702 On the optimization and generalization of overparameterized implicit neural networks5.335.330.470.00
5, 5, 6
5, 5, 6
1703 Learning to Unlearn: Instance-wise Unlearning for Pre-trained Classifiers5.334.330.94-1.00
8, 5, 3
5, 5, 3
1704 3D Neural Embedding Likelihood for Robust Sim-to-Real Transfer in Inverse Graphics5.336.000.000.67
6, 5, 5
6, 6, 6
1705 MACTA: A Multi-agent Reinforcement Learning Approach for Cache Timing Attacks and Detection5.335.670.470.33
6, 5, 5
6, 6, 5
1706 Towards a Unified Theoretical Understanding of Non-contrastive Learning via Rank Differential Mechanism5.336.000.000.67
5, 6, 5
6, 6, 6
1707 AE-FLOW: Autoencoders with Normalizing Flows for Medical Images Anomaly Detection 5.336.670.941.33
3, 5, 8
6, 6, 8
1708 Causal Mean Field Multi-Agent Reinforcement Learning5.335.330.470.00
5, 5, 6
5, 5, 6
1709 Towards Robust Model Watermark via Reducing Parametric Vulnerability5.335.332.050.00
3, 5, 8
3, 5, 8
1710 On the Robustness of Dataset Inference5.335.332.050.00
3, 8, 5
3, 8, 5
1711 Towards Conditionally Dependent Masked Language Models5.335.330.470.00
5, 6, 5
5, 6, 5
1712 DAVA: Disentangling Adversarial Variational Autoencoder5.336.000.000.67
5, 6, 5
6, 6, 6
1713 Online Low Rank Matrix Completion5.337.330.942.00
3, 8, 5
6, 8, 8
1714 Keypoint Matching via Random Network Consensus5.335.332.050.00
3, 5, 8
3, 5, 8
1715 Private and Efficient Meta-Learning with Low Rank and Sparse decomposition5.335.330.470.00
5, 5, 6
5, 5, 6
1716 On discrete symmetries of robotics systems: A group-theoretic and data-driven analysis5.335.330.470.00
5, 5, 6
5, 5, 6
1717 BO-Muse: A Human expert and AI teaming framework for accelerated experimental design 5.335.330.470.00
6, 5, 5
6, 5, 5
1718 Policy-Based Self-Competition for Planning Problems5.337.330.942.00
3, 5, 8
8, 6, 8
1719 Bayesian Oracle for bounding information gain in neural encoding models5.336.000.000.67
5, 5, 6
6, 6, 6
1720 Unsupervised Performance Predictor for Architecture Search5.335.000.00-0.33
5, 5, 6
5, 5, 5
1721 Learning Reduced Fluid Dynamics5.335.332.050.00
3, 5, 8
3, 5, 8
1722 Confident Sinkhorn Allocation for Pseudo-Labeling5.335.000.00-0.33
6, 5, 5
5, 5, 5
1723 UTC-IE: A Unified Token-pair Classification Architecture for Information Extraction5.335.332.050.00
3, 5, 8
3, 5, 8
1724 UNDERSTANDING PURE CLIP GUIDANCE FOR VOXEL GRID NERF MODELS5.335.330.470.00
6, 5, 5
6, 5, 5
1725 Learning to Predict Parameter for Unseen Data5.335.330.470.00
5, 5, 6
5, 5, 6
1726 BinSGDM: Extreme One-Bit Quantization for Communication Efficient Large-Scale Distributed Training 5.335.670.470.33
6, 5, 5
6, 5, 6
1727 Free Lunch for Domain Adversarial Training: Environment Label Smoothing5.336.331.251.00
5, 6, 5
6, 8, 5
1728 One-Vs-All AUC Maximization: an effective solution to the low-resource named entity recognition problem5.335.332.050.00
3, 5, 8
3, 5, 8
1729 Learning to Extrapolate: A Transductive Approach5.336.331.251.00
5, 8, 3
5, 8, 6
1730 Detecting and Mitigating Indirect Stereotypes in Word Embeddings5.335.330.470.00
5, 5, 6
5, 5, 6
1731 ASGNN: Graph Neural Networks with Adaptive Structure5.335.670.470.33
5, 5, 6
6, 5, 6
1732 Spatial reasoning as Object Graph Energy Minimization5.335.330.470.00
5, 5, 6
5, 5, 6
1733 BAT-Chain: Bayesian-Aware Transport Chain for Topic Hierarchies Discovery5.335.330.470.00
6, 5, 5
6, 5, 5
1734 Exact Representation of Sparse Networks with Symmetric Nonnegative Embeddings5.335.330.470.00
6, 5, 5
6, 5, 5
1735 Neural DAG Scheduling via One-Shot Priority Sampling5.336.001.410.67
5, 6, 5
5, 8, 5
1736 Bias Amplification Improves Worst-Group Accuracy without Group Information5.335.250.43-0.08
5, 5, 6
5, 5, 6, 5
1737 A CMDP-within-online framework for Meta-Safe Reinforcement Learning5.335.672.050.33
3, 5, 8
3, 6, 8
1738 Conditional Permutation Invariant Flows5.335.330.470.00
5, 5, 6
5, 5, 6
1739 Learned Neural Network Representations are Spread Diffusely with Redundancy5.336.000.000.67
5, 5, 6
6, 6, 6
1740 Multi-Segmental Informational Coding for Self-Supervised Representation Learning5.335.330.470.00
6, 5, 5
6, 5, 5
1741 Learning to Segment from Noisy Annotations: A Spatial Correction Approach5.336.000.000.67
6, 5, 5
6, 6, 6
1742 DiP-GNN: Discriminative Pre-Training of Graph Neural Networks5.335.000.00-0.33
6, 5, 5
5, 5, 5
1743 Faster Reinforcement Learning with Value Target Lower Bounding5.335.330.470.00
5, 6, 5
5, 6, 5
1744 Quasi-optimal Learning with Continuous Treatments5.336.670.941.33
5, 6, 5
6, 8, 6
1745 On Structural Expressive Power of Graph Transformers5.335.672.050.33
8, 5, 3
8, 6, 3
1746 Learning Critically in Federated Learning with Noisy and Heterogeneous Clients5.334.251.30-1.08
5, 6, 5
3, 6, 5, 3
1747 Deep Evidential Reinforcement Learning for Dynamic Recommendations5.335.332.050.00
3, 8, 5
3, 8, 5
1748 SuperWeight Ensembles: Automated Compositional Parameter Sharing Across Diverse Architechtures5.335.330.470.00
6, 5, 5
6, 5, 5
1749 Robust Self-Supervised Learning with Lie Groups5.335.332.050.00
5, 3, 8
5, 3, 8
1750 D4FT: A Deep Learning Approach to Kohn-Sham Density Functional Theory5.335.670.470.33
6, 5, 5
6, 5, 6
1751 Differentially Private Optimization on Large Model at Small Cost5.335.330.470.00
5, 6, 5
5, 6, 5
1752 Contrastive Value Learning: Implicit Models for Simple Offline RL5.334.671.25-0.67
3, 8, 5
3, 6, 5
1753 Normalizing Flows for Interventional Density Estimation5.336.331.251.00
6, 5, 5
6, 8, 5
1754 GuoFeng: A Discourse-aware Evaluation Benchmark for Language Understanding, Translation and Generation5.335.332.050.00
8, 3, 5
8, 3, 5
1755 SpectraNet: multivariate forecasting and imputation under distribution shifts and missing data5.335.332.050.00
8, 5, 3
8, 5, 3
1756 Benchmarking Constraint Inference in Inverse Reinforcement Learning5.335.670.470.33
5, 5, 6
5, 6, 6
1757 Forward and Backward Lifelong Learning with Time-dependent Tasks5.335.330.470.00
5, 6, 5
5, 6, 5
1758 Homeomorphism Alignment in Two Spaces for Unsupervised Domain Adaptation5.335.250.43-0.08
5, 5, 6
5, 5, 6, 5
1759 FEAT: A general framework for Feature-aware Multivariate Time-series Representation Learning 5.335.330.470.00
5, 5, 6
5, 5, 6
1760 RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank5.335.330.470.00
5, 6, 5
5, 6, 5
1761 Label-distribution-agnostic Ensemble Learning on Federated Long-tailed Data5.335.670.470.33
6, 5, 5
6, 5, 6
1762 Masked Vector Quantization5.335.333.300.00
3, 3, 10
3, 3, 10
1763 Measuring Image Complexity as a Discrete Hierarchy using MDL Clustering5.335.330.470.00
5, 5, 6
5, 5, 6
1764 Agent Prioritization with Interpretable Relation for Trajectory Prediction5.335.330.470.00
5, 5, 6
5, 5, 6
1765 Maximizing Spatio-Temporal Entropy of Deep 3D CNNs for Efficient Video Recognition5.336.331.251.00
3, 5, 8
6, 5, 8
1766 Latent State Marginalization as a Low-cost Approach to Improving Exploration5.336.000.000.67
5, 5, 6
6, 6, 6
1767 Supernet Training for Federated Image Classification Under System Heterogeneity5.335.670.470.33
5, 6, 5
6, 6, 5
1768 Generalizable Person Re-identification Without Demographics5.336.000.000.67
6, 5, 5
6, 6, 6
1769 Behavior Prior Representation learning for Offline Reinforcement Learning5.336.670.941.33
3, 5, 8
6, 6, 8
1770 How Does Adaptive Optimization Impact Local Neural Network Geometry?5.335.670.470.33
5, 6, 5
5, 6, 6
1771 Concentric Ring Loss for Face Forgery Detection5.334.671.25-0.67
8, 3, 5
6, 3, 5
1772 Relational Curriculum Learning for Graph Neural Networks5.335.670.470.33
5, 6, 5
6, 6, 5
1773 ACMP: Allen-Cahn Message Passing with Attractive and Repulsive Forces for Graph Neural Networks5.336.000.000.67
5, 6, 5
6, 6, 6
1774 An Upper Bound for the Distribution Overlap Index and Its Applications5.335.330.470.00
6, 5, 5
6, 5, 5
1775 Retrieval-based Controllable Molecule Generation5.336.500.871.17
6, 5, 5
8, 6, 6, 6
1776 Data Drift Correction via Time-varying Importance Weight Estimator5.335.171.07-0.17
5, 6, 5
5, 6, 6, 6, 3, 5
1777 Solving and Learning non-Markovian Stochastic Control problems in continuous-time with Neural RDEs5.335.000.00-0.33
6, 5, 5
5, 5, 5
1778 Sequential Latent Variable Models for Few-Shot High-Dimensional Time-Series Forecasting5.336.670.941.33
5, 5, 6
6, 6, 8
1779 On the Fast Convergence of Unstable Reinforcement Learning Problems5.334.671.25-0.67
5, 6, 5
5, 6, 3
1780 Universal approximation and model compression for radial neural networks 5.335.330.470.00
6, 5, 5
6, 5, 5
1781 Learn Low-dimensional Shortest-path Representation of Large-scale and Complex Graphs5.336.251.090.92
5, 5, 6
5, 6, 6, 8
1782 Generalized Sum Pooling for Metric Learning5.335.330.470.00
6, 5, 5
6, 5, 5
1783 Learning to Estimate Single-View Volumetric Flow Motions without 3D Supervision5.336.670.941.33
5, 5, 6
8, 6, 6
1784 $Delta$-PINNs: physics-informed neural networks on complex geometries5.335.332.050.00
8, 5, 3
8, 5, 3
1785 Temperature Schedules for self-supervised contrastive methods on long-tail data5.337.330.942.00
6, 5, 5
8, 6, 8
1786 SUG: Single-dataset Unified Generalization for 3D Point Cloud Classification5.336.001.410.67
3, 8, 5
5, 8, 5
1787 Provably Learning Diverse Features in Multi-View Data with Midpoint Mixup5.335.672.050.33
8, 3, 5
8, 3, 6
1788 Identifying Weight-Variant Latent Causal Models5.334.671.89-0.67
5, 5, 8, 3, 6, 5
3, 5, 8, 3, 6, 3
1789 Can CNNs Be More Robust Than Transformers?5.337.330.942.00
8, 5, 3
8, 8, 6
1790 Rethinking Graph Lottery Tickets: Graph Sparsity Matters5.336.670.941.33
6, 5, 5
8, 6, 6
1791 On the Universal Approximation Property of Deep Fully Convolutional Neural Networks5.335.330.470.00
5, 5, 6
5, 5, 6
1792 Universal Vision-Language Dense Retrieval: Learning A Unified Representation Space for Multi-Modal Retrieval5.335.670.470.33
6, 5, 5
6, 5, 6
1793 Continual Learning In Low-coherence Subspace: A Strategy To Mitigate Learning Capacity Degradation5.335.330.470.00
5, 6, 5
5, 6, 5
1794 Understanding Incremental Learning of Gradient Descent: A Fine-grained analysis of Matrix Sensing5.335.332.050.00
3, 5, 8
3, 5, 8
1795 Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models5.335.670.470.33
6, 5, 5
6, 5, 6
1796 Critical Sampling for Robust Evolution Behavior Learning of Unknown Dynamical Systems5.336.332.361.00
3, 8, 5
3, 8, 8
1797 Effective Cross-instance Positive Relations for Generalized Category Discovery5.335.330.470.00
5, 5, 6
5, 5, 6
1798 Assessing Model Out-of-distribution Generalization with Softmax Prediction Probability Baselines and A Correlation Method5.335.330.470.00
6, 5, 5
6, 5, 5
1799 Progressive Compressed Auto-Encoder for Self-supervised Representation Learning5.336.170.900.83
6, 6, 6, 6, 3, 5
6, 6, 6, 8, 6, 5
1800 Knowledge-driven Scene Priors for Semantic Audio-Visual Embodied Navigation5.335.670.470.33
5, 6, 5
5, 6, 6
1801 Distribution Aware Metrics for Conditional Natural Language Generation5.335.670.470.33
5, 5, 6
5, 6, 6
1802 Recommender Transformers with Behavior Pathways5.335.330.470.00
5, 6, 5
5, 6, 5
1803 Filter-Recovery Network for Multi-Speaker Audio-Visual Speech Separation5.336.000.000.67
6, 5, 5
6, 6, 6
1804 Deep Physics-based Deformable Models for Efficient Shape Abstractions5.335.330.470.00
6, 5, 5
6, 5, 5
1805 Linear Convergence of Natural Policy Gradient Methods with Log-Linear Policies5.336.251.090.92
6, 5, 5
6, 5, 6, 8
1806 Active Learning with Controllable Augmentation Induced Acquisition5.335.332.050.00
5, 8, 3
5, 8, 3
1807 Nearly Minimax Optimal Offline Reinforcement Learning with Linear Function Approximation: Single-Agent MDP and Markov Game5.336.000.000.67
5, 5, 6
6, 6, 6
1808 Mind the Gap: Offline Policy Optimizaiton for Imperfect Rewards5.336.001.410.67
8, 5, 3
8, 5, 5
1809 Time Series are Images: Vision Transformer for Irregularly Sampled Time Series5.335.332.050.00
8, 5, 3
8, 5, 3
1810 Understanding Self-Supervised Pretraining with Part-Aware Representation Learning5.335.670.470.33
6, 5, 5
6, 5, 6
1811 Volumetric Optimal Transportation by Fast Fourier Transform5.336.670.941.33
3, 8, 5
6, 8, 6
1812 Robustness Exploration of Semantic Information in Adversarial Training5.335.330.470.00
5, 6, 5
5, 6, 5
1813 Learning GFlowNets from partial episodes for improved convergence and stability5.335.000.00-0.33
5, 6, 5
5, 5, 5
1814 Boosting Out-of-Distribution Detection with Multiple Pre-trained Models 5.335.330.470.00
5, 6, 5
5, 6, 5
1815 Confidence and Dispersity Speak: Characterising Prediction Matrix for Unsupervised Accuracy Estimation5.335.672.050.33
3, 5, 8
3, 6, 8
1816 Molecular Geometry Pretraining with SE(3)-Invariant Denoising Distance Matching5.335.670.470.33
5, 5, 6
6, 5, 6
1817 Understanding the Training Dynamics in Federated Deep Learning via Aggregation Weight Optimization5.335.670.470.33
5, 5, 6
5, 6, 6
1818 ONLINE RESTLESS BANDITS WITH UNOBSERVED STATES5.255.500.500.25
5, 5, 6, 5
6, 5, 6, 5
1819 Learning Representations for Reinforcement Learning with Hierarchical Forward Models5.255.750.430.50
3, 6, 6, 6
5, 6, 6, 6
1820 Randomized Sharpness-Aware Training for Boosting Computational Efficiency in Deep Learning5.255.751.300.50
5, 3, 5, 8
5, 5, 5, 8
1821 Light and Accurate: Neural Architecture Search via Two Constant Shared Weights Initialisations5.255.250.430.00
5, 6, 5, 5
5, 6, 5, 5
1822 Protein Sequence and Structure Co-Design with Equivariant Translation5.256.000.000.75
6, 6, 3, 6
6, 6, 6, 6
1823 Regression with Label Differential Privacy5.257.001.001.75
1, 6, 8, 6
6, 6, 8, 8
1824 Backpropagation through Combinatorial Algorithms: Identity with Projection Works5.255.751.790.50
3, 5, 5, 8
3, 6, 6, 8
1825 GradientMix: A Simple yet Effective Regularization for Large Batch Training5.255.250.430.00
5, 6, 5, 5
5, 6, 5, 5
1826 Towards Learning Implicit Symbolic Representation for Visual Reasoning5.256.001.220.75
5, 5, 6, 5
6, 5, 8, 5
1827 SKTformer: A Skeleton Transformer for Long Sequence Data5.256.000.000.75
6, 3, 6, 6
6, 6, 6, 6
1828 Specformer: Spectral Graph Neural Networks Meet Transformers5.255.250.430.00
5, 6, 5, 5
5, 6, 5, 5
1829 MetaP: How to Transfer Your Knowledge on Learning Hidden Physics5.255.250.430.00
5, 5, 6, 5
5, 5, 6, 5
1830 CommsVAE: Learning the brain's macroscale communication dynamics using coupled sequential VAEs5.255.250.430.00
5, 5, 5, 6
5, 5, 5, 6
1831 Long Term Fairness via Performative Distributionally Robust Optimization5.255.251.790.00
5, 3, 8, 5
5, 3, 8, 5
1832 Multi-View Masked Autoencoders for Visual Control5.255.250.430.00
5, 5, 6, 5
5, 5, 6, 5
1833 Safe Exploration Incurs Nearly No Additional Sample Complexity for Reward-Free RL5.256.500.871.25
8, 3, 5, 5
8, 6, 6, 6
1834 3D-IntPhys: Learning 3D Visual Intuitive Physics for Fluids, Rigid Bodies, and Granular Materials5.254.251.30-1.00
10, 3, 5, 3
6, 3, 5, 3
1835 Benchmarking Algorithms for Domain Generalization in Federated Learning5.255.750.430.50
6, 5, 5, 5
6, 5, 6, 6
1836 Continual Learning Based on Sub-Networks and Task Similarity5.254.751.09-0.50
5, 6, 5, 5
5, 6, 3, 5
1837 Heavy-tailed Noise Does Not Explain the Gap Between SGD and Adam, but Sign Descent Might5.255.750.430.50
6, 6, 3, 6
6, 6, 5, 6
1838 Efficient parametric approximations of neural net function space distance5.256.001.220.75
8, 5, 3, 5
8, 5, 5, 6
1839 Cramming: Training a language model on a single GPU in one day5.255.500.500.25
5, 5, 5, 6
6, 5, 5, 6
1840 Probabilistic Categorical Adversarial Attack and Adversarial Training5.255.751.300.50
8, 5, 5, 3
8, 5, 5, 5
1841 Dissecting adaptive methods in GANs5.255.751.300.50
8, 5, 5, 3
8, 5, 5, 5
1842 Robustness for Free: Adversarially Robust Anomaly Detection Through Diffusion Model5.255.500.500.25
5, 6, 5, 5
5, 6, 6, 5
1843 ErrorAug: Making Errors to Find Errors in Semantic Segmentation5.255.000.00-0.25
6, 5, 5, 5
5, 5, 5, 5
1844 When is Offline Hyperparameter Selection Feasible for Reinforcement Learning?5.255.500.500.25
5, 5, 5, 6
6, 5, 5, 6
1845 Denoising Diffusion Samplers5.255.750.430.50
5, 6, 5, 5
5, 6, 6, 6
1846 Model-free Reinforcement Learning that Transfers Using Random Reward Features5.255.251.790.00
5, 3, 5, 8
5, 3, 5, 8
1847 Progressive Mix-Up for Few-Shot Supervised Multi-Source Domain Transfer5.256.251.091.00
5, 5, 6, 5
8, 6, 6, 5
1848 Brain-like representational straightening of natural movies in robust feedforward neural networks5.257.330.942.08
6, 3, 6, 6
8, 8, 6
1849 Using Both Demonstrations and Language Instructions to Efficiently Learn Robotic Tasks5.256.251.091.00
5, 5, 3, 8
5, 6, 6, 8
1850 Calibrating the Rigged Lottery: Making All Tickets Reliable5.257.001.001.75
8, 3, 5, 5
8, 8, 6, 6
1851 Open-Vocabulary Panoptic Segmentation MaskCLIP5.255.250.430.00
5, 6, 5, 5
5, 6, 5, 5
1852 Laser: Latent Set Representations for 3D Generative Modeling5.255.500.500.25
5, 5, 6, 5
5, 5, 6, 6
1853 Finding and only finding local Nash equilibria by both pretending to be a follower5.255.250.430.00
5, 6, 5, 5
5, 6, 5, 5
1854 Fake It Until You Make It : Towards Accurate Near-Distribution Novelty Detection5.256.000.000.75
6, 3, 6, 6
6, 6, 6, 6
1855 Generative Pretraining for Black-Box Optimization5.255.250.430.00
5, 6, 5, 5
5, 6, 5, 5
1856 The ethical ambiguity of AI data enrichment: Measuring gaps in research ethics norms and practices5.255.252.860.00
3, 5, 3, 10
3, 5, 3, 10
1857 Neural multi-event forecasting on spatio-temporal point processes using probabilistically enriched transformers5.255.251.790.00
5, 5, 3, 8
5, 5, 3, 8
1858 Detecting Small Query Graphs in A Large Graph via Neural Subgraph Search5.255.500.500.25
6, 5, 5, 5
6, 6, 5, 5
1859 Planning with Language Models through Iterative Energy Minimization5.256.500.871.25
6, 6, 3, 6
6, 6, 8, 6
1860 Grammar-Induced Geometry for Data-Efficient Molecular Property Prediction5.255.500.500.25
5, 6, 5, 5
6, 6, 5, 5
1861 Joint-Predictive Representations for Multi-Agent Reinforcement Learning5.255.750.430.50
6, 6, 6, 3
6, 6, 6, 5
1862 Learning implicit hidden Markov models using neural likelihood-free inference5.255.501.800.25
3, 5, 8, 5
3, 6, 8, 5
1863 Making Better Decision by Directly Planning in Continuous Control5.257.500.872.25
6, 6, 3, 6
8, 8, 6, 8
1864 Heterogeneous Neuronal and Synaptic Dynamics for Spike-Efficient Unsupervised Learning: Theory and Design Principles5.255.751.790.50
5, 8, 3, 5
6, 8, 3, 6
1865 Shuffled Transformers for Blind Training5.255.251.790.00
3, 5, 8, 5
3, 5, 8, 5
1866 Hardware-aware compression with Random Operation Access Specific Tile (ROAST) hashing5.255.000.00-0.25
5, 5, 6, 5
5, 5, 5, 5
1867 Neural Implicit Shape Editing using Boundary Sensitivity5.255.500.500.25
5, 5, 5, 6
6, 5, 5, 6
1868 Amortised Invariance Learning for Contrastive Self-Supervision5.255.751.790.50
5, 5, 3, 8
6, 6, 3, 8
1869 Generating Sequences by Learning to Self-Correct5.256.001.220.75
5, 5, 6, 5
5, 6, 8, 5
1870 An ensemble view on mixup5.255.251.790.00
3, 5, 8, 5
3, 5, 8, 5
1871 ULF: UNSUPERVISED LABELING FUNCTION CORRECTION USING CROSS-VALIDATION FOR WEAK SUPERVISION5.255.250.430.00
6, 5, 5, 5
6, 5, 5, 5
1872 Stay Moral and Explore: Learn to Behave Morally in Text-based Games5.255.750.430.50
6, 5, 5, 5
6, 6, 6, 5
1873 Memory-Efficient Reinforcement Learning with Priority based on Surprise and On-policyness5.254.500.87-0.75
5, 5, 8, 3
5, 5, 5, 3
1874 Uncertainty-aware off policy learning5.255.501.800.25
3, 5, 8, 5
3, 5, 6, 8
1875 Analyzing diffusion as serial reproduction5.256.001.220.75
3, 5, 8, 5
5, 6, 8, 5
1876 Pseudo-label Training and Model Inertia in Neural Machine Translation5.255.751.300.50
5, 5, 8, 3
5, 5, 8, 5
1877 Understanding weight-magnitude hyperparameters in training binary networks5.256.251.091.00
5, 5, 6, 5
5, 8, 6, 6
1878 Graph Backup: Data Efficient Backup Exploiting Markovian Transitions5.255.250.430.00
5, 5, 6, 5
5, 5, 6, 5
1879 Adversarial Driving Policy Learning by Misunderstanding the Traffic Flow5.255.250.430.00
5, 5, 6, 5
5, 5, 6, 5
1880 Sequential Learning of Neural Networks for Prequential MDL5.255.750.430.50
6, 5, 5, 5
6, 6, 6, 5
1881 ReaKE: Contrastive Molecular Representation Learning with Chemical Synthetic Knowledge Graph5.255.250.430.00
6, 5, 5, 5
6, 5, 5, 5
1882 Parameter Averaging for SGD Stabilizes the Implicit Bias towards Flat Regions5.255.751.300.50
8, 5, 3, 5
8, 5, 5, 5
1883 A New Hierarchy of Expressivity for Graph Neural Networks5.255.250.430.00
5, 6, 5, 5
5, 6, 5, 5
1884 Lmser-pix2seq: Learning Stable Sketch Representations For Sketch Healing5.255.251.790.00
8, 5, 5, 3
8, 5, 5, 3
1885 Consolidator: Mergable Adapter with Group Connections for Vision Transformer5.255.751.300.50
5, 5, 6, 5
5, 5, 8, 5
1886 Explaining RL Decisions with Trajectories5.255.500.500.25
5, 5, 6, 5
6, 5, 6, 5
1887 ProtoGNN: Prototype-Assisted Message Passing Framework for Non-Homophilous Graphs5.255.250.430.00
5, 5, 6, 5
5, 5, 6, 5
1888 Two Birds, One Stone: An Equivalent Transformation for Hyper-relational Knowledge Graph Modeling5.255.251.790.00
8, 3, 5, 5
8, 3, 5, 5
1889 Generalization Bounds with Arbitrary Complexity Measures5.255.250.430.00
5, 5, 6, 5
5, 5, 6, 5
1890 On student-teacher deviations in distillation: does it pay to disobey?5.256.251.091.00
5, 8, 5, 3
6, 8, 6, 5
1891 Merging Models Pre-Trained on Different Features with Consensus Graph5.255.751.300.50
5, 5, 8, 3
5, 5, 8, 5
1892 CUTS: Neural Causal Discovery from Unstructured Time-Series Data5.256.251.091.00
5, 5, 5, 6
6, 5, 6, 8
1893 On the Importance of In-distribution Class Prior for Out-of-distribution Detection5.255.751.790.50
6, 3, 6, 6
8, 3, 6, 6
1894 Curved Data Representations in Deep Learning5.255.251.790.00
8, 5, 5, 3
8, 5, 5, 3
1895 Learning Binary Networks on Long-Tailed Distributions5.254.752.05-0.50
8, 5, 5, 3
8, 3, 5, 3
1896 Understanding Graph Contrastive Learning From A Statistical Perspective5.255.250.430.00
5, 5, 5, 6
5, 5, 5, 6
1897 Label-free Concept Bottleneck Models5.256.500.871.25
5, 5, 5, 6
6, 6, 6, 8
1898 Push and Pull: Competing Feature-Prototype Interactions Improve Semi-supervised Semantic Segmentation5.255.250.430.00
5, 5, 5, 6
5, 5, 5, 6
1899 A computational framework to unify representation similarity and function in biological and artificial neural networks5.255.251.790.00
3, 8, 5, 5
3, 8, 5, 5
1900 Temporally Consistent Video Transformer for Long-Term Video Prediction5.255.500.500.25
5, 5, 5, 6
5, 6, 5, 6
1901 DITTO: Offline Imitation Learning with World Models5.255.500.500.25
6, 5, 5, 5
6, 6, 5, 5
1902 Disentangling the Mechanisms Behind Implicit Regularization in SGD5.255.750.430.50
3, 6, 6, 6
5, 6, 6, 6
1903 Provably Efficient Lifelong Reinforcement Learning with Linear Representation5.256.000.000.75
6, 5, 5, 5
6, 6, 6, 6
1904 Copula Conformal Prediction for Multi-step Time Series Forecasting5.255.251.300.00
3, 6, 6, 6
3, 6, 6, 6
1905 Live in the Moment: Learning Dynamics Model Adapted to Evolving Policy5.255.250.430.00
5, 5, 5, 6
5, 5, 5, 6
1906 TrajGRU-Attention-ODE: Novel Spatiotemporal Predictive Models5.255.500.500.25
6, 5, 5, 5
6, 6, 5, 5
1907 Is a Caption Worth a Thousand Images? A Study on Representation Learning5.255.501.800.25
8, 5, 5, 3
8, 5, 6, 3
1908 Parameter-Efficient Fine-Tuning Design Spaces5.256.251.091.00
3, 8, 5, 5
5, 8, 6, 6
1909 Variational Latent Branching Model for Off-Policy Evaluation5.255.750.430.50
5, 5, 5, 6
6, 5, 6, 6
1910 Polarity is all you need to learn and transfer faster5.255.251.790.00
3, 5, 5, 8
3, 5, 5, 8
1911 On the Geometry of Reinforcement Learning in Continuous State and Action Spaces5.256.001.220.75
6, 5, 5, 5
6, 8, 5, 5
1912 AUGMENTING ZERO-SHOT DENSE RETRIEVERS WITH PLUG-IN MIXTURE-OF-MEMORIES5.255.250.430.00
6, 5, 5, 5
6, 5, 5, 5
1913 Perfectly Secure Steganography Using Minimum Entropy Coupling5.255.252.590.00
6, 8, 1, 6
6, 8, 1, 6
1914 Identifiability of Label Noise Transition Matrix 5.254.751.09-0.50
5, 5, 6, 5
3, 5, 6, 5
1915 Towards Explaining Distribution Shifts5.255.000.00-0.25
6, 5, 5, 5
5, 5, 5, 5
1916 CAMA: A New Framework for Safe Multi-Agent Reinforcement Learning Using Constraint Augmentation5.255.250.430.00
5, 5, 5, 6
5, 5, 5, 6
1917 Visual Prompt Tuning For Test-time Domain Adaptation5.255.250.430.00
5, 5, 5, 6
5, 5, 5, 6
1918 ReD-GCN: Revisit the Depth of Graph Convolutional Network5.255.500.500.25
6, 5, 5, 5
6, 6, 5, 5
1919 Rethinking Positive Sampling for Contrastive Learning with Kernel5.255.250.430.00
5, 5, 5, 6
5, 5, 5, 6
1920 FaiREE: fair classification with finite-sample and distribution-free guarantee5.255.751.790.50
8, 5, 3, 5
8, 6, 3, 6
1921 Unbiased Stochastic Proximal Solver for Graph Neural Networks with Equilibrium States5.255.750.430.50
6, 5, 5, 5
6, 5, 6, 6
1922 On The Implicit Bias of Weight Decay in Shallow Univariate ReLU Networks5.255.251.790.00
8, 3, 5, 5
8, 3, 5, 5
1923 Improving Deep Policy Gradients with Value Function Search5.255.250.430.00
5, 5, 6, 5
5, 5, 6, 5
1924 Weakly Supervised Knowledge Transfer with Probabilistic Logical Reasoning for Object Detection5.257.001.001.75
6, 8, 6, 1
8, 8, 6, 6
1925 Over-parameterized Model Optimization with Polyak-{L}ojasiewicz Condition5.257.001.001.75
5, 5, 3, 8
6, 8, 6, 8
1926 DPMAC: Differentially Private Communication for Cooperative Multi-Agent Reinforcement Learning5.255.250.430.00
5, 5, 6, 5
5, 5, 6, 5
1927 A Curriculum Perspective to Robust Loss Functions5.255.251.300.00
3, 6, 6, 6
3, 6, 6, 6
1928 Decoupled Training for Long-Tailed Classification With Stochastic Representations5.255.751.300.50
6, 5, 5, 5
5, 5, 5, 8
1929 IT-NAS: Integrating Lite-Transformer into NAS for Architecture Seletion5.255.251.300.00
6, 3, 6, 6
6, 3, 6, 6
1930 Simplicity bias in $1$-hidden layer neural networks5.256.001.220.75
5, 5, 5, 6
5, 6, 5, 8
1931 Memory Gym: Partially Observable Challenges to Memory-Based Agents5.255.501.800.25
5, 8, 5, 3
5, 8, 6, 3
1932 On the effectiveness of out-of-distribution data in self-supervised long-tail learning.5.256.500.871.25
5, 5, 6, 5
6, 6, 8, 6
1933 Vera Verto: Multimodal Hijacking Attack5.255.250.430.00
6, 5, 5, 5
6, 5, 5, 5
1934 Joint Attention-Driven Domain Fusion and Noise-Tolerant Learning for Multi-Source Domain Adaptation5.255.251.790.00
8, 3, 5, 5
8, 3, 5, 5
1935 Model Obfuscation for Securing Deployed Neural Networks5.255.251.790.00
5, 8, 3, 5
5, 8, 3, 5
1936 MultiViz: Towards Visualizing and Understanding Multimodal Models5.256.500.871.25
1, 6, 6, 8
6, 6, 6, 8
1937 Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN5.255.251.790.00
5, 8, 3, 5
5, 8, 3, 5
1938 New Insights for the Stability-Plasticity Dilemma in Online Continual Learning5.256.001.220.75
5, 8, 3, 5
5, 8, 5, 6
1939 Ti-MAE: Self-Supervised Masked Time Series Autoencoders5.255.250.430.00
5, 5, 5, 6
5, 5, 5, 6
1940 Are More Layers Beneficial to Graph Transformers?5.255.750.430.50
6, 6, 3, 6
6, 6, 5, 6
1941 Clean-image Backdoor: Attacking Multi-label Models with Poisoned Labels Only5.256.000.000.75
6, 6, 3, 6
6, 6, 6, 6
1942 Bandit Learning in Many-to-one Matching Markets with Uniqueness Conditions5.255.250.430.00
5, 6, 5, 5
5, 6, 5, 5
1943 Predictive Inference with Feature Conformal Prediction5.255.750.430.50
5, 5, 5, 6
6, 5, 6, 6
1944 OrthoReg: Improving Graph-regularized MLPs via Orthogonality Regularization5.255.750.430.50
5, 5, 6, 5
6, 5, 6, 6
1945 Intrinsic Motivation via Surprise Memory5.255.251.790.00
8, 3, 5, 5
8, 3, 5, 5
1946 TensorVAE: A Direct Generative Model for Molecular Conformation Generation driven by Novel Feature Engineering5.255.751.300.50
3, 5, 8, 5
5, 5, 8, 5
1947 MaskFusion: Feature Augmentation for Click-Through Rate Prediction via Input-adaptive Mask Fusion5.255.251.790.00
5, 8, 3, 5
5, 8, 3, 5
1948 NERDS: A General Framework to Train Camera Denoisers from Single Noisy Images5.256.752.171.50
3, 6, 6, 6
3, 8, 8, 8
1949 Coverage-centric Coreset Selection for High Pruning Rates5.255.250.430.00
5, 6, 5, 5
5, 6, 5, 5
1950 Chasing Better Deep Image Priors Between Over- and Under-parameterization5.255.000.00-0.25
6, 5, 5, 5
5, 5, 5, 5
1951 Data Valuation Without Training of a Model5.255.751.790.50
3, 6, 6, 6
3, 8, 6, 6
1952 RPM: Generalizable Behaviors for Multi-Agent Reinforcement Learning5.255.500.500.25
5, 5, 6, 5
5, 6, 6, 5
1953 Speculative Decoding: Lossless Speedup of Autoregressive Translation5.255.250.430.00
5, 6, 5, 5
5, 6, 5, 5
1954 Transformer Module Networks for Systematic Generalization in Visual Question Answering5.255.250.430.00
5, 5, 5, 6
5, 5, 5, 6
1955 Constructive TT-representation of the tensors given as index interaction functions with applications5.256.000.000.75
6, 6, 6, 3
6, 6, 6, 6
1956 VoGE: A Differentiable Volume Renderer using Gaussian Ellipsoids for Analysis-by-Synthesis5.255.251.790.00
5, 8, 3, 5
5, 8, 3, 5
1957 Unravel Structured Heterogeneity of Tasks in Meta-Reinforcement Learning via Exploratory Clustering5.255.250.430.00
6, 5, 5, 5
6, 5, 5, 5
1958 Find Your Friends: Personalized Federated Learning with the Right Collaborators5.255.251.300.00
6, 6, 6, 3
6, 6, 6, 3
1959 Equilibrium-finding via exploitability descent with learned best-response functions5.255.001.22-0.25
5, 8, 5, 3
5, 6, 6, 3
1960 Masked inverse folding with sequence transfer for protein representation learning5.255.250.430.00
6, 5, 5, 5
6, 5, 5, 5
1961 FedDAR: Federated Domain-Aware Representation Learning5.256.500.871.25
6, 6, 6, 3
8, 6, 6, 6
1962 Interval Bound Interpolation for Few-shot Learning with Few Tasks5.255.500.500.25
5, 5, 5, 6
6, 5, 5, 6
1963 ELRT: Towards Efficient Low-Rank Training for Compact Neural Networks5.255.500.500.25
5, 5, 5, 6
6, 5, 5, 6
1964 Tangential Wasserstein Projections5.255.251.300.00
3, 6, 6, 6
3, 6, 6, 6
1965 SYNG4ME: Model Evaluation using Synthetic Test Data5.255.500.500.25
6, 5, 5, 5
6, 6, 5, 5
1966 Long-Tailed Learning Requires Feature Learning5.256.001.220.75
5, 6, 5, 5
8, 6, 5, 5
1967 Revisiting Pretraining Objectives for Tabular Deep Learning5.255.751.790.50
5, 3, 5, 8
6, 3, 6, 8
1968 Single-Stage Open-world Instance Segmentation with Cross-task Consistency Regularization5.255.750.430.50
8, 5, 5, 3
6, 6, 5, 6
1969 Relative Positional Encoding Family via Unitary Transformation5.255.750.430.50
3, 6, 6, 6
5, 6, 6, 6
1970 Continual Vision-Language Representaion Learning with Off-Diagonal Information5.255.251.790.00
5, 5, 3, 8
5, 5, 3, 8
1971 COFS: COntrollable Furniture layout Synthesis5.255.500.500.25
5, 6, 5, 5
5, 6, 5, 6
1972 A Functional Perspective on Multi-Layer Out-of-Distribution Detection5.255.500.500.25
5, 6, 5, 5
6, 6, 5, 5
1973 Enabling Probabilistic Inference on Large-Scale Spiking Neural Networks5.255.251.790.00
8, 5, 3, 5
8, 5, 3, 5
1974 A Closer Look at Dual Batch Normalization and Two-domain Hypothesis In Adversarial Training With Hybrid Samples5.255.250.430.00
5, 5, 5, 6
5, 5, 5, 6
1975 Communication-Efficient Federated Learning with Accelerated Client Gradient5.255.250.430.00
5, 6, 5, 5
5, 6, 5, 5
1976 Ranking-Enhanced Unsupervised Sentence Representation Learning5.255.251.790.00
3, 5, 8, 5
3, 5, 8, 5
1977 Revisiting Graph Adversarial Attack and Defense From a Data Distribution Perspective5.256.001.220.75
5, 5, 6, 5
6, 5, 8, 5
1978 Analyzing the Latent Space of GAN through Local Dimension Estimation5.255.500.500.25
3, 6, 6, 6
5, 5, 6, 6
1979 Neural Collaborative Filtering Bandits via Meta Learning5.255.251.790.00
8, 5, 5, 3
8, 5, 5, 3
1980 Decoupled Mixup for Data-efficient Learning5.255.000.00-0.25
5, 5, 5, 6
5, 5, 5, 5
1981 FAIRER: Fairness as Decision Rationale Alignment5.255.250.430.00
5, 5, 5, 6
6, 5, 5, 5
1982 Bi-level Physics-Informed Neural Networks for PDE Constrained Optimization using Broyden's Hypergradients5.256.000.000.75
5, 6, 5, 5
6, 6, 6, 6
1983 When Do Models Generalize? A Perspective From Data-Algorithm Compatibility5.255.750.430.50
3, 6, 6, 6
5, 6, 6, 6
1984 Learning PDE Solution Operator for Continuous Modeling of Time-Series5.255.500.500.25
5, 5, 5, 6
6, 5, 5, 6
1985 Trainable Weight Averaging: Efficient Training by Optimizing Historical Solutions5.256.251.091.00
3, 5, 5, 8
6, 6, 5, 8
1986 Neural Radiance Field Codebooks5.256.001.220.75
5, 5, 5, 6
5, 5, 8, 6
1987 Data-Efficient and Interpretable Tabular Anomaly Detection5.255.250.430.00
5, 6, 5, 5
5, 6, 5, 5
1988 The Impact of Approximation Errors on Warm-Start Reinforcement Learning: A Finite-time Analysis5.255.001.22-0.25
6, 6, 3, 6
6, 6, 3, 5
1989 3D-Aware Video Generation5.255.251.790.00
5, 3, 8, 5
5, 3, 8, 5
1990 Correcting Data Distribution Mismatch in Offline Meta-Reinforcement Learning with Few-Shot Online Adaptation5.255.250.430.00
5, 5, 6, 5
5, 5, 6, 5
1991 Online Placebos for Class-incremental Learning5.255.251.790.00
8, 3, 5, 5
8, 3, 5, 5
1992 Entity Divider with Language Grounding in Multi-Agent Reinforcement Learning5.255.251.300.00
6, 6, 6, 3
6, 6, 6, 3
1993 IEDR: A Context-aware Intrinsic and Extrinsic Disentangled Recommender System5.256.000.000.75
6, 6, 3, 6
6, 6, 6, 6
1994 Exploring Chemical Space with Score-based Out-of-distribution Generation5.254.752.49-0.50
8, 3, 5, 5
8, 1, 5, 5
1995 DFlow: Learning to Synthesize Better Optical Flow Datasets via a Differentiable Pipeline5.256.001.220.75
5, 5, 6, 5
5, 8, 6, 5
1996 NormSoftmax: Normalize the Input of Softmax to Accelerate and Stabilize Training5.255.250.430.00
6, 5, 5, 5
6, 5, 5, 5
1997 TimelyFL: Heterogeneity-aware Asynchronous Federated Learning with Adaptive Partial Training 5.255.251.300.00
6, 6, 3, 6
6, 6, 3, 6
1998 Graph Domain Adaptation via Theory-Grounded Spectral Regularization5.255.750.430.50
6, 6, 3, 6
6, 6, 5, 6
1999 Cross Modal Domain Generalization for Query-based Video Segmentation5.254.251.30-1.00
3, 8, 5, 5
3, 6, 5, 3
2000 Language Model Pre-training with Linguistically Motivated Curriculum Learning5.255.500.500.25
5, 5, 5, 6
6, 5, 5, 6
2001 Your Denoising Implicit Model is a Sub-optimal Ensemble of Denoising Predictions5.255.250.430.00
5, 6, 5, 5
5, 6, 5, 5
2002 InPL: Pseudo-labeling the Inliers First for Imbalanced Semi-supervised Learning5.255.251.300.00
6, 3, 6, 6
6, 3, 6, 6
2003 Self-Supervised Set Representation Learning for Unsupervised Meta-Learning5.255.500.500.25
5, 6, 5, 5
5, 6, 6, 5
2004 Learning Specialized Activation Functions for Physics-informed Neural Networks5.255.751.790.50
3, 8, 5, 5
3, 6, 8, 6
2005 Dateformer: Transformer Extends Look-back Horizon to Predict Longer-term Time Series5.255.750.430.50
6, 6, 3, 6
6, 6, 5, 6
2006 Reliability of CKA as a Similarity Measure in Deep Learning5.256.500.871.25
5, 5, 8, 3
6, 6, 8, 6
2007 Comfort Zone: A Vicinal Distribution for Regression Problems5.255.500.500.25
3, 6, 6, 6
5, 5, 6, 6
2008 Locally Invariant Explanations: Towards Stable and Unidirectional Explanations through Local Invariant Learning5.255.500.500.25
5, 5, 6, 5
5, 5, 6, 6
2009 DBQ-SSD: Dynamic Ball Query for Efficient 3D Object Detection5.256.251.091.00
8, 6, 1, 6
8, 6, 5, 6
2010 DDM$^2$: Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models5.255.252.590.00
1, 6, 6, 8
1, 6, 6, 8
2011 Pareto Automatic Multi-Task Graph Representation Learning5.254.500.87-0.75
5, 8, 5, 3
5, 5, 5, 3
2012 NTK-SAP: Improving neural network pruning by aligning training dynamics5.256.000.000.75
6, 3, 6, 6
6, 6, 6, 6
2013 Discovering Distinctive ``Semantics'' in Super-Resolution Networks5.255.251.790.00
5, 8, 3, 5
5, 8, 3, 5
2014 BQ-NCO: Bisimulation Quotienting for Generalizable Neural Combinatorial Optimization5.255.251.790.00
3, 5, 5, 8
3, 5, 5, 8
2015 Distilling Cognitive Backdoor within an Image5.255.751.790.50
8, 5, 3, 5
8, 6, 3, 6
2016 3D generation on ImageNet5.255.751.790.50
6, 3, 6, 6
6, 3, 8, 6
2017 Revisiting Higher-Order Gradient Methods for Multi-Agent Reinforcement Learning5.255.250.430.00
5, 5, 6, 5
5, 5, 6, 5
2018 DIVISION: Memory Efficient Training via Dual Activation Precision5.255.501.800.25
3, 5, 8, 5
3, 6, 8, 5
2019 CLIP-PAE: Projection-Augmentation Embedding to Extract Relevant Features for a Disentangled, Interpretable and Controllable Text-Guided Image Manipulation5.255.250.430.00
5, 5, 6, 5
5, 5, 6, 5
2020 Provable Adaptivity in Adam5.254.751.09-0.50
5, 3, 5, 8
5, 3, 5, 6
2021 De Novo Molecular Generation via Connection-aware Motif Mining5.256.500.871.25
5, 3, 5, 8
6, 6, 6, 8
2022 Gradient Estimation for Unseen Domain Risk Minimization with Pre-Trained Models5.255.000.00-0.25
6, 5, 5, 5
5, 5, 5, 5
2023 Semi-supervised Counting via Pixel-by-pixel Density Distribution Modelling5.255.750.430.50
6, 6, 3, 6
6, 6, 5, 6
2024 E-CRF: Embedded Conditional Random Field for Boundary-caused Class Weights Confusion in Semantic Segmentation5.255.750.430.50
5, 5, 6, 5
5, 6, 6, 6
2025 CAN: A simple, efficient and scalable contrastive masked autoencoder framework for learning visual representations5.255.751.300.50
5, 5, 8, 3
5, 5, 8, 5
2026 Self-conditioned Embedding Diffusion for Text Generation5.255.250.430.00
5, 5, 5, 6
5, 5, 5, 6
2027 Towards a Unified View on Visual Parameter-Efficient Transfer Learning5.255.500.500.25
5, 5, 5, 6
5, 5, 6, 6
2028 Towards Sustainable Self-supervised Learning5.255.500.500.25
6, 5, 5, 5
6, 6, 5, 5
2029 Unveiling The Mask of Position-Information Pattern Through the Mist of Image Features5.255.251.790.00
5, 3, 8, 5
5, 3, 8, 5
2030 Efficient Automatic Machine Learning via Design Graphs5.255.251.790.00
5, 5, 8, 3
5, 5, 8, 3
2031 Motion-inductive Self-supervised Object Discovery in Videos5.255.251.790.00
3, 5, 5, 8
3, 5, 5, 8
2032 SIMPLE: Specialized Model-Sample Matching for Domain Generalization5.256.001.220.75
8, 5, 3, 5
8, 6, 5, 5
2033 A Study of Causal Confusion in Preference-Based Reward Learning5.206.001.100.80
8, 5, 5, 5, 3
8, 5, 6, 6, 5
2034 CodeT5Mix: A Pretrained Mixture of Encoder-decoder Transformers for Code Understanding and Generation5.205.201.170.00
6, 6, 6, 3, 5
6, 6, 5, 3, 6
2035 TILDE-Q: a Transformation Invariant Loss Function for Time-Series Forecasting5.205.202.790.00
3, 6, 8, 8, 1
3, 6, 8, 8, 1
2036 Efficient neural representation in the cognitive neuroscience domain: Manifold Capacity in One-vs-rest Recognition Limit5.205.201.940.00
6, 8, 3, 6, 3
6, 8, 3, 6, 3
2037 Revisit Finetuning strategy for Few-Shot Learning to Strengthen the Equivariance of Emdeddings5.206.000.000.80
6, 6, 6, 3, 5
6, 6, 6, 6, 6
2038 Lossy Image Compression with Conditional Diffusion Models5.205.400.490.20
5, 5, 6, 5, 5
6, 5, 6, 5, 5
2039 Active Learning for Object Detection with Evidential Deep Learning and Hierarchical Uncertainty Aggregation5.206.000.000.80
6, 3, 6, 6, 5
6, 6, 6, 6, 6
2040 Understanding and Mitigating Robust Overfitting through the Lens of Feature Dynamics5.205.601.620.40
6, 6, 3, 6, 5
6, 6, 3, 8, 5
2041 Synchronized Contrastive Pruning for Efficient Self-Supervised Learning5.205.201.600.00
5, 8, 5, 3, 5
5, 8, 5, 3, 5
2042 Faster federated optimization under second-order similarity5.205.200.400.00
5, 5, 6, 5, 5
5, 5, 6, 5, 5
2043 Where to Go Next for Recommender Systems? ID- vs. Modality-based recommender models revisited5.205.401.620.20
3, 8, 5, 5, 5
3, 8, 5, 6, 5
2044 Optimising 2D Pose Representation: Improving Accuracy, Stability and Generalisability inUnsupervised 2D-3D Human Pose Estimation5.205.201.600.00
3, 8, 5, 5, 5
3, 8, 5, 5, 5
2045 Test-time Adaptation for Better Adversarial Robustness5.205.400.490.20
5, 5, 5, 5, 6
6, 5, 5, 5, 6
2046 RGI: robust GAN-inversion for mask-free image inpainting and unsupervised pixel-wise anomaly detection5.205.800.400.60
3, 6, 6, 5, 6
5, 6, 6, 6, 6
2047 MIMT: Masked Image Modeling Transformer for Video Compression5.206.400.801.20
5, 5, 5, 6, 5
6, 8, 6, 6, 6
2048 On the Necessity of Disentangled Representations for Downstream Tasks5.205.201.170.00
6, 5, 6, 6, 3
6, 5, 6, 6, 3
2049 Domain-Adjusted Regression or: ERM May Already Learn Features Sufficient for Out-of-Distribution Generalization5.206.400.801.20
3, 6, 6, 3, 8
6, 8, 6, 6, 6
2050 Edge-Varying Fourier Graph Network for Multivariate Time Series Forecasting5.205.400.490.20
5, 5, 6, 5, 5
5, 6, 6, 5, 5
2051 How do Variational Autoencoders Learn? Insights from Representational Similarity5.205.201.600.00
8, 3, 5, 5, 5
8, 3, 5, 5, 5
2052 Dilated convolution with learnable spacings5.206.601.201.40
6, 6, 3, 5, 6
6, 8, 6, 5, 8
2053 Grassmannian Class Representation in Deep Learning5.205.600.490.40
3, 6, 5, 6, 6
5, 6, 5, 6, 6
2054 The Reward Hypothesis is False5.175.501.500.33
3, 5, 5, 8, 5, 5
3, 5, 6, 8, 6, 5
2055 A Study of Biologically Plausible Neural Network: the Role and Interactions of Brain-Inspired Mechanisms in Continual Learning5.005.002.120.00
8, 3, 6, 3
8, 3, 6, 3
2056 Proper Scoring Rules for Survival Analysis5.005.670.470.67
5, 5, 5
6, 6, 5
2057 PPAT: Progressive Graph Pairwise Attention Network for Event Causality Identification5.005.000.000.00
5, 5, 5
5, 5, 5
2058 Disentangled Feature Swapping Augmentation for Weakly Supervised Semantic Segmentation5.004.500.87-0.50
6, 3, 5, 6
5, 3, 5, 5
2059 Beyond Reward: Offline Preference-guided Policy Optimization5.005.002.120.00
8, 3, 3, 6
8, 3, 3, 6
2060 Can BERT Refrain from Forgetting on Sequential Tasks? A Probing Study5.006.670.941.67
6, 6, 3
6, 6, 8
2061 Compression-aware Training of Neural Networks using Frank-Wolfe5.005.002.120.00
6, 3, 3, 8
6, 3, 3, 8
2062 MEDOE: A Multi-Expert Decoder and Output Ensemble Framework for Long-tailed Semantic Segmentation5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2063 TransFool: An Adversarial Attack against Neural Machine Translation Models5.005.001.220.00
3, 6, 6, 5
3, 6, 6, 5
2064 Denoising Differential Privacy in Split Learning5.004.251.30-0.75
3, 5, 6, 6
3, 5, 3, 6
2065 Extracting Meaningful Attention on Source Code: An Empirical Study of Developer and Neural Model Code Exploration5.005.001.100.00
6, 3, 5, 6, 5
6, 3, 5, 6, 5
2066 Asynchronous Distributed Bilevel Optimization5.005.000.000.00
5, 5, 5
5, 5, 5
2067 Confidence-Based Feature Imputation for Graphs with Partially Known Features5.007.330.942.33
6, 3, 6
6, 8, 8
2068 Offline imitation learning by controlling the effective planning horizon5.005.001.220.00
6, 3, 5, 6
6, 3, 5, 6
2069 A Hierarchical Bayesian Approach to Federated Learning5.005.500.500.50
6, 6, 5, 3
6, 6, 5, 5
2070 On the Existence of a Trojaned Twin Model5.005.001.220.00
6, 3, 6, 5
6, 3, 6, 5
2071 Counterfactual Generation Under Confounding5.005.250.430.25
5, 5, 5, 5
5, 5, 6, 5
2072 FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation5.005.670.470.67
6, 3, 6
6, 5, 6
2073 MA-BERT: Towards Matrix Arithmetic-only BERT Inference by Eliminating Complex Non-linear Functions5.005.330.470.33
5, 5, 5
5, 5, 6
2074 Offline Reinforcement Learning via Weighted $f$-divergence5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2075 Revisiting and Improving FGSM Adversarial Training5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2076 TrojText: Test-time Invisible Textual Trojan Insertion5.006.000.001.00
6, 5, 6, 3
6, 6, 6, 6
2077 Robustness Guarantees for Adversarially Trained Neural Networks5.005.500.500.50
6, 5, 6, 3
6, 5, 6, 5
2078 Fast-PINN for Complex Geometry: Solving PDEs with Boundary Connectivity Loss5.005.500.500.50
3, 6, 6, 5
5, 6, 6, 5
2079 UniMax: Fairer and More Effective Language Sampling for Large-Scale Multilingual Pretraining5.005.001.220.00
6, 3, 5, 6
6, 3, 5, 6
2080 GNNInterpreter: A Probabilistic Generative Model-Level Explanation for Graph Neural Networks5.007.500.872.50
6, 3, 6, 5
8, 6, 8, 8
2081 On Pre-training Language Model for Antibody5.005.750.430.75
3, 6, 6, 5
5, 6, 6, 6
2082 L2B: Learning to Bootstrap for Combating Label Noise5.006.000.001.00
5, 5, 5
6, 6, 6
2083 Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis5.006.000.001.00
5, 6, 6, 3
6, 6, 6, 6
2084 Differentially Private Algorithms for Smooth Nonconvex ERM5.005.001.220.00
6, 3, 6, 5
6, 3, 6, 5
2085 Answer Me if You Can: Debiasing Video Question Answering via Answering Unanswerable Questions5.005.001.220.00
6, 6, 3, 5
6, 6, 3, 5
2086 Learning Rewards and Skills to Follow Commands with a Data Efficient Visual-Audio Representation5.005.670.470.67
5, 5, 5
5, 6, 6
2087 Auto-Encoding Goodness of Fit5.005.750.430.75
6, 6, 5, 3
6, 6, 6, 5
2088 Understanding the Covariance Structure of Convolutional Filters5.007.001.002.00
5, 6, 6, 3
6, 6, 8, 8
2089 Nuisances via Negativa: Adjusting for Spurious Correlations via Data Augmentation5.006.000.001.00
5, 5, 5, 5
6, 6, 6, 6
2090 Do We Really Need Graph Models for Skeleton-Based Action Recognition? A Topology-Agnostic Approach with Fully-Connected Networks5.005.000.000.00
5, 5, 5
5, 5, 5, 5
2091 On Representing Mixed-Integer Linear Programs by Graph Neural Networks5.005.252.590.25
6, 8, 1, 5
6, 8, 1, 6
2092 Dynamic Neural Network is All You Need: Understanding the Robustness of Dynamic Mechanisms in Neural Networks5.005.672.050.67
8, 1, 6
8, 3, 6
2093 Stateful Active Facilitator: Coordination and Environmental Heterogeneity in Cooperative Multi-Agent Reinforcement Learning5.006.500.871.50
6, 5, 3, 6
6, 6, 6, 8
2094 PINTO: Faithful Language Reasoning Using Prompted-Generated Rationales5.006.251.091.25
6, 3, 6
6, 5, 8, 6
2095 Unsupervised 3D Scene Representation Learning via Movable Object Inference5.005.001.220.00
5, 3, 6, 6
5, 3, 6, 6
2096 Similarity-Based Cooperation5.005.250.430.25
5, 5, 5, 5
5, 5, 6, 5
2097 Augmentation Component Analysis: Modeling Similarity via the Augmentation Overlaps5.006.500.871.50
5, 6, 3, 6
8, 6, 6, 6
2098 On the Power of Pre-training for Generalization in RL: Provable Benefits and Hardness5.006.001.411.00
5, 5, 5
5, 5, 8
2099 A Picture of the Space of Typical Learning Tasks5.005.001.410.00
6, 3, 6
6, 3, 6
2100 UNICO: Efficient Unified Hardware-Software Co-Optimization For Deep Neural Networks5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2101 DyG2Vec: Representation Learning for Dynamic Graphs With Self-supervision5.005.001.220.00
3, 6, 6, 5
3, 6, 6, 5
2102 Deep Watermarks for Attributing Generative Models5.005.001.220.00
6, 6, 3
6, 6, 3, 5
2103 Learning Latent Structural Causal Models5.005.002.450.00
8, 3, 3, 8, 3
8, 3, 3, 8, 3
2104 S$^6$-DAMON: Bridging Self-Supervised Speech Models and Real-time Speech Recognition5.005.000.000.00
5, 5, 5
5, 5, 5
2105 ORCA: Interpreting Prompted Language Models via Locating Supporting Evidence in the Ocean of Pretraining Data5.005.001.220.00
3, 6, 6, 5
3, 6, 6, 5
2106 FedTiny: Pruned Federated Learning Towards Specialized Tiny Models5.005.250.430.25
5, 5, 5, 5
5, 5, 5, 6
2107 Learning to represent and predict evolving visual signals via polar straightening5.005.330.470.33
5, 5, 5
5, 6, 5
2108 Interpretable (meta)factorization of clinical questionnaires to identify general dimensions of psychopathology5.005.402.240.40
3, 3, 8, 6, 5
3, 3, 8, 8, 5
2109 The Plug and Play of Language Models for Text-to-image Generation5.006.000.001.00
5, 6, 3, 6
6, 6, 6, 6
2110 A Score-Based Model for Learning Neural Wavefunctions5.006.251.091.25
6, 3, 5, 6
8, 6, 5, 6
2111 Multi-Grid Tensorized Fourier Neural Operator for High Resolution PDEs5.005.000.000.00
5, 5, 5
5, 5, 5
2112 Dual Student Networks for Data-Free Model Stealing5.006.002.121.00
8, 3, 3, 6
8, 3, 5, 8
2113 Equal Improvability: A New Fairness Notion Considering the Long-term Impact5.005.750.430.75
5, 6, 3, 6
6, 6, 5, 6
2114 Target Conditioned Representation Independence (TCRI); from Domain-Invariant to Domain-General Representations5.005.001.220.00
5, 3, 6, 6
5, 3, 6, 6
2115 Multi-Task Option Learning and Discovery for Stochastic Path Planning5.005.001.220.00
5, 3, 6, 6
5, 3, 6, 6
2116 Bandwith Enables Generalization in Quantum Kernel Models5.005.002.120.00
3, 6, 8, 3
3, 6, 8, 3
2117 SpENCNN: Orchestrating Encoding and Sparsity for Fast Homomorphically Encrypted Neural Network Inference5.005.000.000.00
5, 5, 5
5, 5, 5
2118 Minimal Value-Equivalent Partial Models for Scalable and Robust Planning in Lifelong Reinforcement Learning5.004.001.00-1.00
3, 6, 6, 5
3, 3, 5, 5
2119 Transformers Implement First-Order Logic with Majority Quantifiers5.005.001.900.00
8, 3, 6, 5, 3
8, 3, 6, 5, 3
2120 FedX: Federated Learning for Compositional Pairwise Risk Optimization5.005.001.410.00
3, 6, 6
3, 6, 6
2121 Multi-Sample Contrastive Neural Topic Model as Multi-Task Learning5.005.751.790.75
3, 8, 3, 6
6, 8, 3, 6
2122 Towards Fair Classification against Poisoning Attacks5.005.000.000.00
5, 5, 5
5, 5, 5
2123 Fed-Cor: Federated Correlation Test with Secure Aggregation5.005.001.410.00
3, 6, 6
3, 6, 6
2124 Feasible Adversarial Robust Reinforcement Learning for Underspecified Environments5.004.752.05-0.25
3, 3, 6, 8
3, 3, 5, 8
2125 Plansformer: Generating Multi-Domain Symbolic Plans using Transformers5.006.002.121.00
3, 6, 6, 5
8, 8, 3, 5
2126 Multi-Environment Pretraining Enables Transfer to Action Limited Datasets5.005.001.900.00
6, 3, 5, 3, 8
6, 3, 5, 3, 8
2127 Fast Sampling of Diffusion Models with Exponential Integrator5.005.750.430.75
6, 6, 5, 3
6, 6, 6, 5
2128 Movement-to-Action Transformer Networks for Temporal Action Proposal Generation5.005.002.120.00
3, 3, 6, 8
3, 3, 6, 8
2129 Interpretations of Domain Adaptations via Layer Variational Analysis5.005.670.470.67
5, 5, 5
6, 6, 5
2130 Progressive Prompts: Continual Learning for Language Models without Forgetting5.007.001.002.00
5, 6, 3, 6
6, 8, 6, 8
2131 Multiple sequence alignment as a sequence-to-sequence learning problem5.005.001.410.00
6, 3, 6
6, 3, 6
2132 Mitigating Propagation Failures in PINNs using Evolutionary Sampling5.005.672.050.67
6, 3, 6
8, 3, 6
2133 Exploring perceptual straightness in learned visual representations5.006.000.001.00
5, 5, 5
6, 6, 6
2134 Is Forgetting Less a Good Inductive Bias for Forward Transfer?5.006.500.871.50
5, 5, 5, 5
8, 6, 6, 6
2135 Simulating Environments for Evaluating Scarce Resource Allocation Policies5.004.252.59-0.75
8, 6, 5, 1
8, 3, 5, 1
2136 Revisiting Curiosity for Exploration in Procedurally Generated Environments5.005.402.240.40
3, 8, 3, 3, 8
3, 8, 3, 5, 8
2137 The Power of Feel-Good Thompson Sampling: A Unified Framework for Linear Bandits5.005.330.470.33
5, 5, 5
6, 5, 5
2138 Reward Design with Language Models5.006.501.501.50
6, 6, 3, 5
8, 8, 5, 5
2139 DSI++: Updating Transformer Memory with New Documents5.005.001.220.00
6, 5, 6, 3
6, 5, 6, 3
2140 The Game of Hidden Rules: A New Challenge for Machine Learning5.005.672.050.67
6, 6, 3
6, 8, 3
2141 Speed Up Iterative Non-Autoregressive Transformers by Distilling Multiple Steps5.005.000.000.00
5, 5, 5
5, 5, 5
2142 When Rigid Coherency Hurts: Distributional Coherency Regularization for Probabilistic Hierarchical Time Series Forecasting5.004.001.73-1.00
8, 6, 1, 5
5, 5, 1, 5
2143 MolJET: Multimodal Joint Embedding Transformer for Conditional de novo Molecular Design and Multi-Property Optimization5.003.831.86-1.17
3, 3, 3, 8, 8
3, 3, 3, 8, 3, 3
2144 $O(T^{-1})$ Convergence of Optimistic-Follow-the-Regularized-Leader in Two-Player Zero-Sum Markov Games 5.006.000.001.00
6, 3, 6
6, 6, 6
2145 Cold Diffusion: Inverting Arbitrary Image Transforms Without Noise5.005.500.500.50
3, 6, 6, 5
5, 6, 6, 5
2146 Explainable Machine Learning Predictions for the Long-term Performance of Brain-Computer Interfaces5.005.501.800.50
8, 3, 6, 3
8, 5, 6, 3
2147 Federated Learning from Small Datasets5.005.600.490.60
5, 6, 5, 6, 3
6, 6, 5, 6, 5
2148 REM: Routing Entropy Minimization for Capsule Networks5.005.001.220.00
3, 6, 6, 5
3, 6, 6, 5
2149 Variational Classification5.005.000.000.00
5, 5, 5
5, 5, 5
2150 ContraNorm: A Contrastive Learning Perspective on Oversmoothing and Beyond5.006.500.871.50
5, 6, 6, 3
6, 6, 6, 8
2151 Understanding Train-Validation Split in Meta-Learning with Neural Networks5.005.001.220.00
6, 3, 5, 6
6, 3, 5, 6
2152 Blessing from Experts: Super Reinforcement Learning in Confounded Environments5.004.671.25-0.33
6, 6, 3
6, 5, 3
2153 DP-SGD-LF: Improving Utility under Differentially Private Learning via Layer Freezing5.005.001.410.00
6, 3, 6
6, 3, 6
2154 A Simulation-based Framework for Robust Federated Learning to Training-time Attacks5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2155 PALM: Preference-based Adversarial Manipulation against Deep Reinforcement Learning5.005.600.490.60
6, 5, 3, 6, 5
6, 5, 5, 6, 6
2156 Multi-Hypothesis 3D human pose estimation metrics favor miscalibrated distributions5.003.751.30-1.25
6, 6, 3, 5
3, 6, 3, 3
2157 Flatter, Faster: Scaling Momentum for Optimal Speedup of SGD5.005.001.410.00
3, 6, 6
3, 6, 6
2158 SkillS: Adaptive Skill Sequencing for Efficient Temporally-Extended Exploration5.005.501.800.50
3, 6, 8, 3
5, 6, 8, 3
2159 AlphaFold Distillation for Improved Inverse Protein Folding5.005.002.120.00
6, 3, 8, 3
6, 3, 8, 3
2160 A Cognitive-inspired Multi-Module Architecture for Continual Learning5.005.750.430.75
5, 5, 5, 5
6, 6, 6, 5
2161 Masked Siamese ConvNets: Towards an Effective Masking Strategy for General-purpose Siamese Networks 5.005.330.470.33
5, 5, 5
5, 6, 5
2162 Training Normalizing Flows from Dependent Data5.005.001.410.00
6, 6, 3
6, 6, 3
2163 Autoregressive Conditional Neural Processes5.006.331.251.33
6, 3, 6
8, 5, 6
2164 Islands of Confidence: Robust Neural Network Classification with Uncertainty Quantification5.005.000.000.00
5, 5, 5
5, 5, 5
2165 Optimistic Exploration with Learned Features Provably Solves Markov Decision Processes with Neural Dynamics5.005.672.050.67
3, 6, 6
3, 6, 8
2166 Renamer: A Transformer Architecture In-variant to Variable Renaming5.005.670.470.67
3, 6, 6
5, 6, 6
2167 Learning a Domain-Agnostic Policy through Adversarial Representation Matching for Cross-Domain Policy Transfer5.005.500.500.50
6, 3, 6
6, 5, 6, 5
2168 Enforcing Delayed-Impact Fairness Guarantees5.005.000.000.00
5, 5, 5
5, 5, 5
2169 Towards Reliable Link Prediction with Robust Graph Information Bottleneck5.005.500.500.50
6, 6, 5, 3
6, 6, 5, 5
2170 UNICORN: A Unified Backdoor Trigger Inversion Framework5.006.000.001.00
3, 6, 6
6, 6, 6
2171 Contrastive Meta-Learning for Partially Observable Few-Shot Learning5.006.000.001.00
6, 3, 6, 5
6, 6, 6, 6
2172 Analyzing Transformers in Embedding Space5.005.501.800.50
8, 3, 3, 6
8, 3, 5, 6
2173 Simplicity bias leads to amplified performance disparities5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2174 Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection5.005.001.220.00
5, 3, 6, 6
5, 3, 6, 6
2175 Distributed Inference and Fine-tuning of Large Language Models Over The Internet5.005.250.430.25
5, 5, 5, 5
5, 5, 5, 6
2176 Irregularity Reflection Neural Network for Time Series Forecasting5.004.501.50-0.50
6, 6, 3
6, 6, 3, 3
2177 Interpreting Class Conditional GANs with Channel Awareness5.005.000.000.00
5, 5, 5
5, 5, 5
2178 Graph MLP-Mixer5.005.250.430.25
5, 5, 5, 5
6, 5, 5, 5
2179 Fine-grained Few-shot Recognition by Deep Object Parsing5.005.001.220.00
6, 3, 5, 6
6, 3, 5, 6
2180 Learning to Solve Constraint Satisfaction Problems with Recurrent Transformers5.005.002.120.00
3, 3, 8, 6
3, 3, 8, 6
2181 Learning Fast and Slow for Time Series Forecasting5.006.000.001.00
6, 3, 6
6, 6, 6
2182 Holistic Adversarially Robust Pruning5.005.751.790.75
5, 6, 3, 6
8, 6, 3, 6
2183 Text-Guided Diffusion Image Style Transfer with Contrastive Loss Fine-tuning5.005.000.000.00
5, 5, 5
5, 5, 5
2184 Offline Reinforcement Learning via High-Fidelity Generative Behavior Modeling5.006.000.001.00
5, 5, 5
6, 6, 6
2185 Modality Complementariness: Towards Understanding Multi-modal Robustness5.005.500.500.50
6, 3, 3, 8
6, 5, 5, 6
2186 No-regret Learning in Repeated First-Price Auctions with Budget Constraints5.005.671.490.67
3, 5, 5, 6, 3, 8
5, 6, 6, 6, 3, 8
2187 Robustness of Unsupervised Representation Learning without Labels5.005.501.800.50
6, 3, 6, 5
8, 3, 6, 5
2188 Better with Less: Data-Active Pre-training of Graph Neural Networks5.005.002.120.00
3, 6, 8, 3
3, 6, 8, 3
2189 Generalization error bounds for Neural Networks with ReLU activation5.005.250.430.25
5, 5, 5, 5
5, 5, 6, 5
2190 Q-learning Decision Transformer: Leveraging Dynamic Programming for Conditional Sequence Modelling in Offline RL5.005.001.410.00
3, 6, 6
3, 6, 6
2191 Group-wise Verifiable Distributed Computing for Machine Learning under Adversarial Attacks5.005.002.120.00
6, 3, 8, 3
6, 3, 8, 3
2192 Uncertainty-oriented Order Learning for Facial Beauty Prediction5.005.001.220.00
3, 5, 6, 6
3, 5, 6, 6
2193 Revisiting Uncertainty Estimation for Node Classification: New Benchmark and Insights5.005.330.470.33
5, 5, 5
6, 5, 5
2194 SoTeacher: Toward Student-oriented Teacher Network Training for Knowledge Distillation5.005.001.220.00
5, 6, 6, 3
5, 6, 6, 3
2195 GuardHFL: Privacy Guardian for Heterogeneous Federated Learning5.005.001.410.00
3, 6, 6
3, 6, 6
2196 Unsupervised 3d object learning through neuron activity aware plasticity5.007.330.942.33
6, 3, 6
8, 6, 8
2197 Unsupervised Learning of Structured Representations via Closed-Loop Transcription5.005.500.500.50
6, 6, 3, 5
6, 6, 5, 5
2198 Multi-Layered 3D Garments Animation5.005.670.470.67
5, 5, 5
6, 5, 6
2199 When Data Geometry Meets Deep Function: Generalizing Offline Reinforcement Learning5.005.751.790.75
6, 6, 5, 3
8, 6, 6, 3
2200 Task-Agnostic Online Meta-Learning in Non-stationary Environments5.005.201.170.20
5, 5, 3, 6, 6
6, 5, 3, 6, 6
2201 Task Ambiguity in Humans and Language Models5.005.751.790.75
6, 3, 6
8, 3, 6, 6
2202 Restoration based Generative Models5.005.750.430.75
6, 5, 3, 6
6, 6, 5, 6
2203 GAPS: Few-Shot Incremental Semantic Segmentation via Guided Copy-Paste Synthesis5.005.000.000.00
5, 5, 5
5, 5, 5
2204 The Eigenlearning Framework: A Conservation Law Perspective on Kernel Ridge Regression and Wide Neural Networks5.005.750.430.75
6, 6, 5, 3
6, 6, 5, 6
2205 Generative Gradual Domain Adaptation with Optimal Transport5.006.252.051.25
6, 3, 5, 6
8, 3, 6, 8
2206 Rethinking Symbolic Regression Datasets and Benchmarks for Scientific Discovery5.005.330.470.33
5, 5, 5
6, 5, 5
2207 VEHICLE-INFRASTRUCTURE COOPERATIVE 3D DETECTION VIA FEATURE FLOW PREDICTION5.005.001.220.00
3, 6, 5, 6
3, 6, 5, 6
2208 Mesh-Independent Operator Learning for PDEs using Set Representations5.005.330.470.33
5, 5, 5
6, 5, 5
2209 FlexRound: Learnable Rounding by Element-wise Division for Post-Training Quantization5.005.250.430.25
5, 5, 5, 5
5, 5, 5, 6
2210 LA-BALD: An Information-Theoretic Image Labeling Task Sampler5.005.001.220.00
6, 3, 5, 6
6, 3, 5, 6
2211 Anchor Sampling for Federated Learning with Partial Client Participation5.005.670.470.67
6, 3, 6
6, 5, 6
2212 What do Vision Transformers Learn? A Visual Exploration5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2213 Embed to Control Partially Observed Systems: Representation Learning with Provable Sample Efficiency5.006.000.001.00
3, 6, 5, 6
6, 6, 6, 6
2214 An efficient encoder-decoder architecture with top-down attention for speech separation5.005.670.470.67
3, 6, 6
5, 6, 6
2215 Rethinking Identity in Knowledge Graph Embedding5.005.500.500.50
6, 6, 5, 3
6, 6, 5, 5
2216 Energy-based Predictive Representation for Reinforcement Learning5.004.501.50-0.50
3, 6, 8, 3
3, 6, 6, 3
2217 Exclusive Supermask Subnetwork Training for Continual Learning5.005.001.220.00
3, 6, 6, 5
3, 6, 6, 5
2218 Dual personalization for federated recommendation on devices5.005.001.220.00
6, 3, 6, 5
6, 3, 6, 5
2219 Time-Transformer AAE: Connecting Temporal Convolutional Networks and Transformer for Time Series Generation5.005.001.220.00
3, 5, 6, 6
3, 5, 6, 6
2220 Autoencoding Hyperbolic Representation for Adversarial Generation5.005.001.410.00
6, 6, 3
6, 6, 3
2221 RLSBench: A Large-Scale Empirical Study of Domain Adaptation Under Relaxed Label Shift5.005.001.220.00
6, 5, 6, 3
6, 5, 6, 3
2222 Deep Bayesian Active Learning for Accelerating Stochastic Simulation5.004.501.50-0.50
3, 6, 6
3, 6, 6, 3
2223 On $mathcal{O}(1/K)$ Convergence and Low Sample Complexity for Single-Timescale Policy Evaluation with Nonlinear Function Approximation5.005.001.220.00
6, 3, 5, 6
6, 3, 5, 6
2224 A Theoretical Understanding of Vision Transformers: Learning, Generalization, and Sample Complexity5.006.000.001.00
3, 5, 6, 6
6, 6, 6, 6
2225 Skill-Based Reinforcement Learning with Intrinsic Reward Matching5.006.000.001.00
3, 6, 6, 5
6, 6, 6, 6
2226 Actionable Recourse Guided by User Preference5.005.001.410.00
3, 6, 6
3, 6, 6
2227 Lipschitz regularized gradient flows and latent generative particles5.004.500.87-0.50
6, 3, 5, 6
5, 3, 5, 5
2228 Constraining Representations Yields Models That Know What They Don't Know5.006.670.941.67
6, 3, 6
8, 6, 6
2229 Learning Controllable Adaptive Simulation for Multi-scale Physics5.006.751.301.75
3, 5, 6, 6
6, 5, 8, 8
2230 Posthoc Privacy guarantees for neural network queries5.005.001.410.00
6, 3, 6
6, 3, 6
2231 Discretization Invariant Learning on Neural Fields5.005.251.300.25
6, 3, 5, 6
6, 3, 6, 6
2232 Global Counterfactual Explanations Are Reliable Or Efficient, But Not Both5.005.002.280.00
5, 1, 8, 6, 5
5, 1, 8, 6, 5
2233 Agnostic Learning of General ReLU Activation Using Gradient Descent5.006.251.091.25
3, 6, 6
8, 6, 6, 5
2234 SlenderGNN: Accurate, Robust, and Interpretable GNN, and the Reasons for its Success5.005.001.220.00
3, 5, 6, 6
3, 5, 6, 6
2235 Noise$^+$2Noise: Co-taught De-noising Autoencoders for Time-Series Data5.005.001.220.00
6, 6, 5, 3
6, 6, 5, 3
2236 Neural Constraint Inference: Inferring Energy Constraints in Interacting Systems5.004.751.09-0.25
6, 3, 6, 5
5, 3, 6, 5
2237 Cortically motivated recurrence enables task extrapolation5.005.251.300.25
6, 5, 3, 6
6, 6, 3, 6
2238 Countering the Attack-Defense Complexity Gap for Robust Classifiers5.005.670.470.67
6, 6, 3
6, 6, 5
2239 Tier Balancing: Towards Dynamic Fairness over Underlying Causal Factors5.005.750.430.75
6, 6, 3, 5
6, 6, 5, 6
2240 Peaks2Image: Reconstructing fMRI Statistical Maps from Peaks5.005.000.000.00
5, 5, 5
5, 5, 5
2241 ContraSim -- A Similarity Measure Based on Contrastive Learning5.005.501.800.50
8, 6, 3, 3
8, 6, 3, 5
2242 Discovering Latent Knowledge in Language Models Without Supervision5.006.000.001.00
5, 6, 3, 6
6, 6, 6, 6
2243 Learning Intuitive Policies Using Action Features5.005.001.410.00
6, 3, 6
6, 3, 6
2244 Private Data Stream Analysis for Universal Symmetric Norm Estimation5.005.002.120.00
3, 8, 6, 3
3, 8, 6, 3
2245 Leveraging Incompatibility to Defend Against Backdoor Poisoning5.005.001.220.00
6, 5, 3, 6
6, 5, 3, 6
2246 Scaling Laws for a Multi-Agent Reinforcement Learning Model5.005.750.430.75
6, 6, 3, 5
6, 6, 5, 6
2247 Federated Learning with Openset Noisy Labels5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2248 Bi-Stride Multi-Scale Graph Neural Network for Mesh-Based Physical Simulation5.005.001.220.00
6, 3, 6, 5
6, 3, 6, 5
2249 Offline Policy Comparison with Confidence: Benchmarks and Baselines5.005.001.220.00
6, 6, 5, 3
6, 6, 5, 3
2250 Learning Efficient Models From Few Labels By Distillation From Multiple Tasks5.005.000.000.00
5, 5, 5
5, 5, 5
2251 Do Perceptually Aligned Gradients Imply Robustness?5.005.001.100.00
6, 5, 3, 5, 6
6, 5, 3, 5, 6
2252 Hard-Meta-Dataset++: Towards Understanding Few-Shot Performance on Difficult Tasks5.005.001.220.00
3, 6, 6, 5
3, 6, 6, 5
2253 Sharper Analysis of Sparsely Activated Wide Neural Networks with Trainable Biases5.005.001.220.00
3, 5, 6, 6
3, 5, 6, 6
2254 Generalization Properties of Retrieval-based Models5.005.001.220.00
6, 3, 6, 5
6, 3, 6, 5
2255 Semi-Variance Reduction for Fair Federated Learning5.005.001.220.00
6, 5, 6, 3
6, 5, 6, 3
2256 How Predictors Affect Search Strategies in Neural Architecture Search?5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2257 Incomplete to complete multiphysics forecasting - a hybrid approach for learning unknown phenomena5.005.002.120.00
3, 6, 8, 3
3, 6, 8, 3
2258 Gradient-based optimization is not necessary for generalization in neural networks5.007.001.412.00
6, 3, 6
8, 5, 8
2259 Mitigating Memorization of Noisy Labels via Regularization between Representations5.006.601.961.60
6, 3, 3, 8, 5
8, 6, 3, 8, 8
2260 Temporal Coherent Test Time Optimization for Robust Video Classification5.006.000.001.00
6, 3, 6
6, 6, 6
2261 Non-parametric Outlier Synthesis5.006.000.001.00
3, 6, 6
6, 6, 6
2262 Population-Based Reinforcement Learning for Combinatorial Optimization Problems5.005.330.470.33
5, 5, 5
5, 6, 5
2263 Enhanced Temporal Knowledge Embeddings with Contextualized Language Representations5.005.500.500.50
6, 6, 3, 5
6, 6, 5, 5
2264 Data Pricing Mechanism Based on Property Rights Compensation Distribution5.006.331.251.33
5, 5, 5
8, 5, 6
2265 Traversing Between Modes in Function Space for Fast Ensembling5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2266 Centralized Training with Hybrid Execution in Multi-Agent Reinforcement Learning5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2267 When are smooth-ReLUs ReLU-like?5.005.000.000.00
5, 5, 5
5, 5, 5
2268 Learning to mine approximate network motifs5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2269 Accelerating Guided Diffusion Sampling with Splitting Numerical Methods5.006.000.001.00
5, 6, 3, 6
6, 6, 6, 6
2270 oViT: An Accurate Second-Order Pruning Framework for Vision Transformers5.005.330.470.33
5, 5, 5
5, 5, 6
2271 TOAST: Topological Algorithm for Singularity Tracking5.005.001.410.00
6, 6, 3
6, 6, 3
2272 Simple and Scalable Nearest Neighbor Machine Translation5.006.500.871.50
5, 6, 3, 6
6, 8, 6, 6
2273 Topic and Hyperbolic Transformer to Handle Multi-modal Dependencies5.005.000.000.00
5, 5, 5
5, 5, 5
2274 Name Your Colour For the Task: Artificially Discover Colour Naming via Colour Quantisation Transformer5.005.001.220.00
3, 5, 6, 6
3, 5, 6, 6
2275 Symmetrical SyncMap for Imbalanced General Chunking Problems5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2276 Optimising Event-Driven Spiking Neural Network with Regularisation and Cutoff5.005.201.170.20
5, 6, 5, 6, 3
5, 6, 6, 6, 3
2277 How Informative is the Approximation Error from Tensor Decomposition for Neural Network Compression?5.006.251.091.25
6, 5, 3, 6
8, 6, 5, 6
2278 On the Expressive Equivalence Between Graph Convolution and Attention Models5.005.003.080.00
8, 3, 8, 1
8, 3, 8, 1
2279 Exact Group Fairness Regularization via Classwise Robust Optimization5.005.750.430.75
5, 6, 6, 3
5, 6, 6, 6
2280 Pairwise Confidence Difference on Unlabeled Data is Sufficient for Binary Classification5.005.001.410.00
6, 6, 3
6, 6, 3
2281 Discovering Bugs in Vision Models using Off-the-shelf Image Generation and Captioning5.004.501.50-0.50
3, 6, 6, 5
3, 6, 6, 3
2282 Variance Reduction is an Antidote to Byzantines: Better Rates, Weaker Assumptions and Communication Compression as a Cherry on the Top5.006.401.361.40
5, 1, 5, 6, 8
5, 8, 5, 6, 8
2283 Momentum Tracking: Momentum Acceleration for Decentralized Deep Learning on Heterogeneous Data5.005.250.430.25
5, 5, 5, 5
5, 5, 5, 6
2284 Deep Graph-Level Orthogonal Hypersphere Compression for Anomaly Detection5.005.001.220.00
6, 6, 3, 5
6, 5, 3, 6
2285 Gradient Deconfliction via Orthogonal Projections onto Subspaces For Multi-task Learning5.005.201.170.20
6, 3, 5, 5, 6
6, 3, 5, 6, 6
2286 On the Importance of the Policy Structure in Offline Reinforcement Learning5.005.751.790.75
6, 3, 6, 5
6, 3, 8, 6
2287 Exact manifold Gaussian Variational Bayes5.005.001.220.00
6, 3, 6, 5
6, 3, 6, 5
2288 LMSeg: Language-guided Multi-dataset Segmentation5.005.001.220.00
6, 3, 6
6, 3, 5, 6
2289 In Search of Smooth Minima for Purifying Backdoor in Deep Neural Networks5.006.000.001.00
5, 5, 5
6, 6, 6
2290 Improving Explanation Reliability through Group Attribution5.005.001.220.00
6, 3, 6, 5
6, 3, 6, 5
2291 Finite-time Analysis of Single-timescale Actor-Critic on Linear Quadratic Regulator5.004.671.25-0.33
6, 6, 3
6, 5, 3
2292 Towards Boosting the Open-Domain Chatbot with Human Feedback5.005.001.100.00
3, 5, 6, 5, 6
3, 5, 6, 5, 6
2293 SWIFT: Rapid Decentralized Federated Learning via Wait-Free Model Communication5.006.000.001.00
5, 6, 3, 6
6, 6, 6, 6
2294 3EF: Class-Incremental Learning via Efficient Energy-Based Expansion and Fusion5.005.800.400.80
6, 5, 3, 5, 6
6, 5, 6, 6, 6
2295 Rethinking the Structure of Stochastic Gradients: Empirical and Statistical Evidence5.005.000.000.00
5, 5, 5
5, 5, 5
2296 Offline Reinforcement Learning with Differential Privacy5.004.330.94-0.67
6, 6, 3
5, 5, 3
2297 Policy Architectures for Compositional Generalization in Control5.005.501.800.50
3, 8, 6, 3
3, 8, 6, 5
2298 Lower Bounds for Differentially Private ERM: Unconstrained and Non-Euclidean5.005.000.000.00
5, 5, 5
5, 5, 5
2299 Explainable Recommender with Geometric Information Bottleneck5.005.000.000.00
5, 5, 5
5, 5, 5
2300 In-Context Policy Iteration5.005.500.500.50
6, 5, 3, 6
6, 5, 5, 6
2301 Learning Control Policies for Region Stabilization in Stochastic Systems5.005.250.430.25
5, 5, 5, 5
5, 5, 5, 6
2302 Convolutions are competitive with transformers for protein sequence pretraining5.005.001.410.00
6, 3, 6
6, 3, 6
2303 Learning differentiable solvers for systems with hard constraints5.006.251.091.25
8, 3, 3, 6
8, 6, 5, 6
2304 Causal discovery from conditionally stationary time series5.004.751.09-0.25
5, 3, 6, 6
5, 3, 5, 6
2305 Spatio-temporal Self-Attention for Egocentric 3D Pose Estimation5.005.001.410.00
6, 3, 6
6, 3, 6
2306 RNAS-CL: Robust Neural Architecture Search by Cross-Layer Knowledge Distillation5.005.330.470.33
5, 5, 5
5, 5, 6
2307 Multi-Agent Policy Transfer via Task Relationship Modeling5.005.251.300.25
5, 6, 3, 6
6, 6, 3, 6
2308 Distributionally Robust Post-hoc Classifiers under Prior Shifts5.005.001.410.00
6, 6, 3
6, 6, 3
2309 Cross-Quality Few-Shot Transfer for Alloy Yield Strength Prediction: A New Material Science Benchmark and An Integrated Optimization Framework5.005.001.410.00
3, 6, 6
3, 6, 6
2310 LEARNING THE SPECTROGRAM TEMPORAL RESOLUTION FOR AUDIO CLASSIFICATION5.005.001.410.00
3, 6, 6
3, 6, 6
2311 Inducing Gaussian Process Networks5.005.000.000.00
5, 5, 5
5, 5, 5
2312 DM-NeRF: 3D Scene Geometry Decomposition and Manipulation from 2D Images5.005.751.790.75
3, 3, 6, 8
6, 3, 6, 8
2313 Take One Gram of Neural Features, Get Enhanced Group Robustness5.005.001.220.00
3, 6, 6, 5
3, 6, 6, 5
2314 What can be learnt with wide convolutional neural networks?5.005.001.410.00
6, 6, 3
6, 6, 3
2315 FedCL: Critical Learning Periods-aware Adaptive Client Selection in Federated Learning5.005.250.430.25
5, 5, 5, 5
5, 6, 5, 5
2316 Decentralized Online Bandit Optimization on Directed Graphs with Regret Bounds5.005.002.120.00
3, 3, 8, 6
3, 3, 8, 6
2317 BED: Boundary-Enhanced Decoder for Chinese Word Segmentation5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2318 SYNC: SAFETY-AWARE NEURAL CONTROL FOR STABILIZING STOCHASTIC DELAY-DIFFERENTIAL EQUATIONS5.006.670.941.67
5, 5, 5
8, 6, 6
2319 Reinforcement learning for instance segmentation with high-level priors5.005.000.000.00
5, 5, 5
5, 5, 5
2320 DIMENSION-REDUCED ADAPTIVE GRADIENT METHOD5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2321 Online Policy Optimization for Robust MDP5.005.001.220.00
3, 6, 5, 6
3, 6, 5, 6
2322 Revisiting Feature Acquisition Bias for Few-Shot Fine-Grained Image Classification5.005.251.300.25
3, 6, 5, 6
3, 6, 6, 6
2323 Understanding Gradient Regularization in Deep Learning: Efficient Finite-Difference Computation and Implicit Bias5.005.500.500.50
5, 6, 6, 3
5, 6, 6, 5
2324 Generalization bounds and algorithms for estimating the effect of multiple treatments and dosage5.005.250.430.25
5, 5, 5, 5
5, 6, 5, 5
2325 On the optimal precision of GANs5.005.201.170.20
3, 5, 5, 6, 6
3, 5, 6, 6, 6
2326 How Normalization and Weight Decay Can Affect SGD? Insights from a Simple Normalized Model5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2327 DCAPS: Dual Cross-Attention Coupled with Stabilizer for Few-Shot Common Action Localization5.005.001.220.00
6, 6, 3, 5
6, 6, 3, 5
2328 CO3: Cooperative Unsupervised 3D Representation Learning for Autonomous Driving5.005.501.800.50
8, 3, 6, 3
8, 3, 6, 5
2329 PathFusion: Path-consistent Lidar-Camera Deep Feature Fusion5.005.000.000.00
5, 5, 5
5, 5, 5
2330 HRBP: Hardware-friendly Regrouping towards Block-wise Pruning for Sparse Training5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2331 HIVE: HIerarchical Volume Encoding for Neural Implicit Surface Reconstruction5.005.001.220.00
6, 3, 5, 6
6, 3, 5, 6
2332 Federated Semi-supervised Learning with Dual Regulator5.005.670.470.67
3, 6, 6
5, 6, 6
2333 Cross-modal Graph Contrastive Learning with Cellular Images5.005.501.800.50
3, 3, 8, 6
5, 3, 8, 6
2334 ContraGen: Effective Contrastive Learning For Causal Language Model5.004.601.36-0.40
5, 3, 6, 6
5, 3, 6, 6, 3
2335 Beyond Single Path Integrated Gradients for Reliable Input Attribution via Randomized Path Sampling5.005.750.430.75
5, 3, 6, 6
6, 5, 6, 6
2336 The Geometry of Self-supervised Learning Models and its Impact on Transfer Learning5.005.001.410.00
3, 6, 6
3, 6, 6
2337 Rethink Depth Separation with Intra-layer Links5.005.251.300.25
5, 6, 3, 6
6, 6, 3, 6
2338 Unsupervised Model Selection for Time Series Anomaly Detection5.005.501.800.50
5, 3, 6, 6
5, 3, 6, 8
2339 Deep Active Anomaly Detection With Diverse Queries5.005.001.410.00
6, 3, 6
6, 3, 6
2340 Augmentation Backdoors5.005.000.000.00
5, 5, 5
5, 5, 5
2341 Compact Bilinear Pooling via General Bilinear Projection5.005.001.410.00
6, 3, 6
6, 3, 6
2342 Stochastic Gradient Methods with Preconditioned Updates5.005.000.000.00
5, 5, 5
5, 5, 5
2343 Modeling Multimodal Aleatoric Uncertainty in Segmentation with Mixture of Stochastic Experts5.006.000.001.00
3, 6, 6
6, 6, 6
2344 Neural Decoding of Visual Imagery via Hierarchical Variational Autoencoders5.004.502.69-0.50
3, 6, 1, 10
3, 6, 1, 8
2345 Exploring The Role of Mean Teachers in Self-supervised Masked Auto-Encoders5.005.500.500.50
5, 6, 3, 6
5, 6, 5, 6
2346 Revisiting Domain Randomization Via Relaxed State-Adversarial Policy Optimization5.005.500.500.50
6, 6, 3, 5
6, 6, 5, 5
2347 Multi-Agent Sequential Decision-Making via Communication5.005.001.220.00
6, 6, 3, 5
6, 6, 3, 5
2348 EfficientTTS 2: Variational End-to-End Text-to-Speech Synthesis and Voice Conversion5.005.000.000.00
5, 5, 5
5, 5, 5
2349 Single-level Adversarial Data Synthesis based on Neural Tangent Kernels5.005.502.500.50
3, 3, 8, 6
3, 3, 8, 8
2350 Unified Algorithms for RL with Decision-Estimation Coefficients: No-Regret, PAC, and Reward-Free Learning5.005.000.000.00
5, 5, 5
5, 5, 5
2351 Evaluating Fairness Without Sensitive Attributes: A Framework Using Only Auxiliary Models5.005.001.220.00
6, 6, 5, 3
6, 6, 5, 3
2352 Parallel Deep Neural Networks Have Zero Duality Gap5.005.751.790.75
3, 8, 6, 3
6, 8, 6, 3
2353 Make Memory Buffer Stronger in Continual Learning: A Continuous Neural Transformation Approach5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2354 Initial Value Problem Enhanced Sampling for Closed-Loop Optimal Control Design with Deep Neural Networks5.006.000.001.00
6, 6, 3
6, 6, 6
2355 Global Context Vision Transformers5.004.752.17-0.25
5, 6, 3, 6
6, 6, 1, 6
2356 Highway Reinforcement Learning5.005.500.500.50
6, 3, 6, 5
6, 5, 6, 5
2357 Rememory-Based SimSiam for Unsupervised Continual Learning5.005.500.500.50
6, 3, 5, 6
6, 5, 5, 6
2358 Pruning with Output Error Minimization for Producing Efficient Neural Networks5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2359 DREAM: Domain-free Reverse Engineering Attributes of Black-box Model5.005.251.300.25
6, 6, 3, 5
6, 6, 3, 6
2360 Approximate Vanishing Ideal Computations at Scale5.007.330.942.33
6, 6, 3
8, 6, 8
2361 Exploiting Spatial Separability for Deep Learning Multichannel Speech Enhancement with an Align-and-Filter Network5.005.251.300.25
6, 5, 3, 6
6, 6, 3, 6
2362 CausalAgents: A Robustness Benchmark for Motion Forecasting Using Causal Relationships5.005.001.100.00
5, 3, 6, 5, 6
5, 3, 6, 5, 6
2363 Critic Sequential Monte Carlo5.004.752.17-0.25
6, 5, 3, 6
6, 6, 1, 6
2364 Learning to Take a Break: Sustainable Optimization of Long-Term User Engagement5.005.001.410.00
6, 6, 3
6, 6, 3
2365 Laziness, Barren Plateau, and Noises in Machine Learning5.005.001.220.00
6, 6, 3, 5
6, 6, 3, 5
2366 Towards Online Real-Time Memory-based Video Inpainting Transformers5.004.501.50-0.50
3, 6, 6, 5
3, 6, 6, 3
2367 Adam Accumulation to Reduce Memory Footprints of both Activations and Gradients for Large-scale DNN Training5.004.501.50-0.50
6, 3, 6
6, 3, 6, 3
2368 TPC-NAS: Sub-Five-Minute Neural Architecture Search for Image Classification, Object-Detection, and Super-Resolution5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2369 Mutual Information Regularized Offline Reinforcement Learning5.005.001.220.00
3, 5, 6, 6
3, 5, 6, 6
2370 Visual Timing For Sound Source Depth Estimation in the Wild5.005.251.300.25
6, 3, 6, 5
6, 3, 6, 6
2371 Subclass-balancing Contrastive Learning for Long-tailed Recognition5.005.500.500.50
6, 5, 3, 6
6, 5, 5, 6
2372 Learning Disentanglement in Autoencoders through Euler Encoding5.005.001.220.00
3, 6, 5, 6
3, 6, 5, 6
2373 Lossless Filter Pruning via Adaptive Clustering for Convolutional Neural Networks5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2374 Divide to Adapt: Mitigating Confirmation Bias for Domain Adaptation of Black-Box Predictors5.006.601.201.60
5, 5, 6, 6, 3
6, 8, 6, 8, 5
2375 Denoising Masked Autoencoders are Certifiable Robust Vision Learners5.006.001.221.00
6, 8, 3, 3
6, 8, 5, 5
2376 Few-Shot Transferable Robust Representation Learning via Bilevel Attacks5.005.750.430.75
5, 6, 3, 6
6, 6, 5, 6
2377 Learning to Linearize Deep Neural Networks for Secure and Efficient Private Inference5.006.670.941.67
6, 6, 3
8, 6, 6
2378 TempCLR: Temporal Alignment Representation with Contrastive Learning5.006.000.001.00
3, 5, 6, 6
6, 6, 6, 6
2379 The Power of Regularization in Solving Extensive-Form Games5.005.251.790.25
5, 5, 5, 5
5, 5, 3, 8
2380 Neural Topic Modeling with Embedding Clustering Regularization5.005.001.220.00
3, 5, 6, 6
3, 5, 6, 6
2381 MLPInit: Embarrassingly Simple GNN Training Acceleration with MLP Initialization5.006.501.501.50
8, 6, 3, 3
8, 8, 5, 5
2382 Towards Equivariant Graph Contrastive Learning via Cross-Graph Augmentation5.005.751.790.75
3, 8, 6, 3
6, 8, 6, 3
2383 One Ring to Bring Them All: Model Adaptation under Domain and Category Shift5.004.671.25-0.33
3, 6, 6
3, 5, 6
2384 On the Importance of Architectures and Hyperparameters for Fairness in Face Recognition5.005.751.300.75
5, 5, 5, 5
5, 8, 5, 5
2385 Evaluating natural language processing models with generalization metrics that do not need access to any training or testing data5.005.001.220.00
6, 6, 5, 3
6, 6, 5, 3
2386 Curiosity-Driven Unsupervised Data Collection for Offline Reinforcement Learning5.005.001.220.00
6, 5, 6, 3
6, 5, 6, 3
2387 MIA: A Framework for Certified Robustness of Time-Series Classification and Forecasting Against Temporally-Localized Perturbations5.005.330.470.33
5, 5, 5
6, 5, 5
2388 Spike Calibration: Bridging the Gap between ANNs and SNNs in ANN-SNN Conversion 5.007.001.002.00
5, 6, 8, 1
6, 8, 8, 6
2389 Split and Merge Proxy: pre-training protein-protein contact prediction by mining rich information from monomer data5.005.500.500.50
6, 5, 6, 3
6, 5, 6, 5
2390 Adversarial Counterfactual Environment Model Learning5.005.001.410.00
3, 6, 6
3, 6, 6
2391 PointDP: Diffusion-driven Purification against 3D Adversarial Point Clouds5.006.001.221.00
3, 5, 6, 6
5, 5, 8, 6
2392 DeSCo: Towards Scalable Deep Subgraph Counting5.005.001.410.00
3, 6, 6
3, 6, 6
2393 Supervised Contrastive Regression5.005.251.300.25
6, 5, 6, 3
6, 6, 6, 3
2394 Provable Benefits of Representational Transfer in Reinforcement Learning5.005.001.410.00
6, 3, 6
6, 3, 6
2395 Set Discrimination Contrastive Learning5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2396 A Class-Aware Representation Refinement Framework for Graph Classification5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2397 An information-theoretic approach to unsupervised keypoint representation learning5.005.251.300.25
6, 5, 3, 6
6, 6, 3, 6
2398 A simple but effective and efficient global modeling paradigm for image restoration5.005.502.500.50
6, 8, 3, 3
8, 8, 3, 3
2399 ISS: Image as Stepping Stone for Text-Guided 3D Shape Generation5.006.000.001.00
6, 6, 3, 5
6, 6, 6, 6
2400 MiSAL: Active Learning for Every Budget5.005.001.220.00
8, 3, 6, 3
6, 3, 6, 5
2401 SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for Structured Representations of High-Rate Time Series5.005.001.410.00
3, 6, 6
3, 6, 6
2402 CLIP-FLOW: CONTRASTIVE LEARNING WITH ITERATIVE PSEUDO LABELING FOR OPTICAL FLOW5.005.000.000.00
5, 5, 5
5, 5, 5
2403 Bidirectional Learning for Offline Model-based Biological Sequence Design5.005.330.470.33
5, 5, 5
5, 5, 6
2404 AQUILA: Communication Efficient Federated Learning with Adaptive Quantization of Lazily-Aggregated Gradients5.005.001.220.00
3, 6, 6, 5
3, 6, 6, 5
2405 Multi-User Reinforcement Learning with Low Rank Rewards5.005.800.400.80
3, 5, 5, 6, 6
6, 5, 6, 6, 6
2406 Bayesian Robust Graph Contrastive Learning5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2407 SoundNeRirF: Receiver-to-Receiver Sound Neural Room Impulse Response Field5.005.251.300.25
6, 6, 3
6, 6, 3, 6
2408 Abstract-to-Executable Trajectory Translation for One-Shot Task Generalization5.005.500.500.50
6, 6, 5, 3
6, 6, 5, 5
2409 Sparse Misinformation Detector5.005.000.000.00
5, 5, 5
5, 5, 5
2410 Trainability Preserving Neural Pruning5.006.000.001.00
6, 3, 5, 6
6, 6, 6, 6
2411 Harnessing Out-Of-Distribution Examples via Augmenting Content and Style5.005.250.430.25
5, 6, 3, 6
5, 5, 5, 6
2412 A Unified Framework of Soft Threshold Pruning5.005.001.410.00
6, 6, 3
6, 6, 3
2413 Expanding Datasets With Guided Imagination5.005.002.120.00
3, 6, 8, 3
3, 6, 8, 3
2414 Communication Efficient Fair Federated Recommender System5.005.001.220.00
5, 3, 6, 6
5, 3, 6, 6
2415 Group DETR: Fast DETR Training with Group-Wise One-to-Many Assignment5.005.000.000.00
5, 5, 5
5, 5, 5
2416 Multi-Domain Long-Tailed Learning by Augmenting Disentangled Representations5.005.750.430.75
6, 5, 6, 3
6, 6, 6, 5
2417 Mesh-free Eulerian Physics-Informed Neural Networks4.834.831.340.00
6, 3, 6, 3, 6, 5
6, 3, 6, 3, 6, 5
2418 Show and Write: Entity-aware Article Generation with Image Information4.835.171.070.33
3, 6, 6, 3, 6, 5
3, 6, 6, 5, 6, 5
2419 Rate-Distortion Optimized Post-Training Quantization for Learned Image Compression4.834.831.670.00
5, 8, 3, 5, 3, 5
5, 8, 3, 5, 3, 5
2420 Unifying Diffusion Models' Latent Space, with Applications to CycleDiffusion and Guidance4.835.171.770.33
3, 6, 3, 5, 6, 6
3, 6, 3, 5, 8, 6
2421 Implicit Neural Spatial Representations for Time-dependent PDEs4.835.831.071.00
6, 5, 6, 3, 6, 3
6, 5, 6, 5, 8, 5
2422 Adaptive IMLE for Few-shot Image Synthesis4.805.401.200.60
6, 6, 3, 3, 6
6, 6, 6, 3, 6
2423 Curriculum-inspired Training for Selective Neural Networks4.804.401.20-0.40
6, 5, 5, 5, 3
6, 5, 3, 5, 3
2424 Actor-Critic Alignment for Offline-to-Online Reinforcement Learning4.804.800.980.00
5, 5, 3, 5, 6
5, 5, 3, 5, 6
2425 Learning Deep Operator Networks: The Benefits of Over-Parameterization4.804.801.830.00
3, 3, 5, 5, 8
3, 3, 5, 5, 8
2426 A distinct unsupervised reference model from the environment helps continual learning4.804.600.80-0.20
5, 5, 6, 5, 3
5, 5, 5, 5, 3
2427 Gradient Gating for Deep Multi-Rate Learning on Graphs4.806.201.831.40
5, 3, 5, 6, 5
8, 3, 6, 8, 6
2428 Evaluating Robustness of Cooperative MARL: A Model-based Approach4.804.800.980.00
3, 5, 5, 5, 6
3, 5, 5, 5, 6
2429 Forces are not Enough: Benchmark and Critical Evaluation for Machine Learning Force Fields with Molecular Simulations4.805.800.401.00
6, 6, 3, 3, 6
6, 6, 6, 5, 6
2430 An alternative approach to train neural networks using monotone variational inequality4.805.001.100.20
6, 5, 5, 3, 5
6, 6, 5, 3, 5
2431 Risk-aware Bayesian RL for Cautious Exploration4.804.802.710.00
3, 3, 10, 5, 3
3, 3, 10, 5, 3
2432 Attention Enables Zero Approximation Error4.804.800.980.00
5, 5, 3, 6, 5
5, 5, 3, 6, 5
2433 The Dynamic of Consensus in Deep Networks and the Identification of Noisy Labels4.804.800.980.00
5, 3, 6, 5, 5
5, 3, 6, 5, 5
2434 Efficient Personalized Federated Learning via Sparse Model-Adaptation4.805.201.170.40
6, 3, 5, 5, 5
6, 3, 5, 6, 6
2435 Deformable Graph Transformer4.805.200.400.40
6, 5, 5, 5, 3
6, 5, 5, 5, 5
2436 Data-efficient Supervised Learning is Powerful for Neural Combinatorial Optimization4.804.800.980.00
3, 6, 5, 5, 5
3, 6, 5, 5, 5
2437 Entropy-Regularized Model-Based Offline Reinforcement Learning4.805.201.600.40
6, 3, 5, 5, 5
8, 3, 5, 5, 5
2438 Sensitivity-aware Visual Parameter-efficient Tuning4.804.800.980.00
5, 5, 6, 3, 5
5, 5, 6, 3, 5
2439 Variational Imbalanced Regression4.805.201.170.40
5, 6, 6, 6, 1
5, 6, 6, 6, 3
2440 MotifExplainer: a Motif-based Graph Neural Network Explainer4.805.001.100.20
5, 5, 3, 5, 6
5, 6, 3, 5, 6
2441 QCRS: Improve Randomized Smoothing using Quasi-Concave Optimization4.804.800.980.00
5, 6, 3, 5, 5
5, 6, 3, 5, 5
2442 Self-attentive Rationalization for Graph Contrastive Learning4.805.001.100.20
5, 6, 3, 5, 5
5, 6, 3, 6, 5
2443 Latent Linear ODEs with Neural Kalman Filtering for Irregular Time Series Forecasting4.755.001.220.25
5, 3, 5, 6
5, 3, 6, 6
2444 Learning with Non-Uniform Label Noise: A Cluster-Dependent Semi-Supervised Approach4.754.751.090.00
5, 6, 3, 5
5, 6, 3, 5
2445 Self-Supervised Off-Policy Ranking via Crowd Layer4.755.251.300.50
6, 3, 5, 5
6, 3, 6, 6
2446 Incremental Predictive Coding: A Parallel and Fully Automatic Learning Algorithm4.754.751.090.00
3, 5, 6, 5
3, 5, 6, 5
2447 When and Why Is Pretraining Object-Centric Representations Good for Reinforcement Learning?4.754.751.090.00
3, 6, 5, 5
3, 6, 5, 5
2448 Contrastive Representation Learning for Multi-scale Spatial Scenes4.754.752.490.00
8, 5, 5, 1
8, 5, 5, 1
2449 Exploiting Personalized Invariance for Better Out-of-distribution Generalization in Federated Learning4.754.751.090.00
6, 5, 5, 3
6, 5, 5, 3
2450 Multi-Agent Reinforcement Learning with Shared Resources for Inventory Management4.754.751.090.00
5, 3, 6, 5
5, 3, 6, 5
2451 Adaptive Computation with Elastic Input Sequence4.755.500.500.75
3, 6, 5, 5
6, 6, 5, 5
2452 Scaling Laws vs Model Architectures: How does Inductive Bias Influence Scaling?4.754.751.090.00
5, 3, 6, 5
5, 3, 6, 5
2453 Contrastive Learning of Molecular Representation with Fragmented Views4.754.752.050.00
5, 3, 3, 8
5, 3, 3, 8
2454 Contextualized Generative Retrieval4.754.751.090.00
3, 5, 6, 5
3, 5, 6, 5
2455 Discrete State-Action Abstraction via the Successor Representation4.754.752.050.00
3, 8, 3, 5
3, 8, 3, 5
2456 MiDAS: Multi-integrated Domain Adaptive Supervision for Fake News Detection4.754.751.090.00
3, 5, 6, 5
3, 5, 6, 5
2457 Walking the Tightrope: An Investigation of the Convolutional Autoencoder Bottleneck4.754.751.090.00
5, 5, 6, 3
5, 5, 6, 3
2458 The Role of Pre-training Data in Transfer Learning4.754.751.090.00
5, 5, 6, 3
6, 5, 5, 3
2459 Limits of Algorithmic Stability for Distributional Generalization4.755.002.120.25
3, 5, 8, 3
3, 6, 8, 3
2460 VQR: Automated Software Vulnerability Repair Through Vulnerability Queries4.754.751.090.00
5, 6, 5, 3
5, 6, 5, 3
2461 Fully Online Meta Learning4.754.752.490.00
8, 5, 1, 5
8, 5, 1, 5
2462 What Do We Maximize in Self-Supervised Learning And Why Does Generalization Emerge?4.754.751.090.00
6, 3, 5, 5
6, 3, 5, 5
2463 Sufficient Subgraph Embedding Memory for Continual Graph Representation Learning4.754.752.050.00
3, 8, 5, 3
3, 8, 5, 3
2464 Iterative Task-adaptive Pretraining for Unsupervised Word Alignment4.754.751.090.00
3, 5, 6, 5
3, 5, 6, 5
2465 Pretraining One Language Model for All With the Text-To-Text Framework Using Model-Generated Signals4.754.751.090.00
3, 6, 5, 5
3, 6, 5, 5
2466 TOWARD RELIABLE NEURAL SPECIFICATIONS4.754.752.050.00
3, 5, 8, 3
3, 5, 8, 3
2467 Pyramidal Denoising Diffusion Probabilistic Models4.754.751.090.00
3, 6, 5, 5
3, 6, 5, 5
2468 Pre-Training for Robots: Leveraging Diverse Multitask Data via Offline Reinforcement Learning4.755.001.220.25
5, 5, 6, 3
5, 6, 6, 3
2469 An Analytic Framework for Robust Training of Differentiable Hypothesis4.755.251.790.50
5, 6, 5, 3
5, 8, 5, 3
2470 Sequential Brick Assembly with Efficient Constraint Satisfaction4.754.751.090.00
3, 5, 5, 6
3, 5, 5, 6
2471 Augmentation Curriculum Learning For Generalization in RL4.754.751.090.00
5, 6, 5, 3
5, 6, 5, 3
2472 Using the Training History to Detect and Prevent Overfitting in Deep Learning Models4.755.500.500.75
5, 5, 6, 3
5, 5, 6, 6
2473 How Hard is Trojan Detection in DNNs? Fooling Detectors With Evasive Trojans4.754.751.090.00
3, 5, 6, 5
3, 5, 6, 5
2474 A Differentiable Loss Function for Learning Heuristics in A*4.756.501.501.75
8, 3, 3, 5
8, 5, 5, 8
2475 AsymQ: Asymmetric Q-loss to mitigate overestimation bias in off-policy reinforcement learning4.755.251.790.50
5, 3, 8, 3
5, 5, 8, 3
2476 Transformer-based World Models Are Happy With 100k Interactions4.756.500.871.75
8, 3, 3, 5
8, 6, 6, 6
2477 Robust Federated Learning with Majority Adversaries via Projection-based Re-weighting4.755.001.220.25
5, 5, 6, 3
5, 6, 6, 3
2478 Resource Efficient Self-Supervised Learning for Speech Recognition4.754.751.090.00
6, 5, 5, 3
6, 5, 5, 3
2479 HyperTime: Implicit Neural Representations for Time Series Generation4.755.001.220.25
5, 6, 5, 3
5, 6, 6, 3
2480 Unsupervised Pretraining for Neural Value Approximation4.754.001.00-0.75
5, 3, 8, 3
5, 3, 5, 3
2481 MALIBO: Meta-Learning for Likelihood-free Bayesian Optimization4.755.001.220.25
5, 5, 3, 6
6, 5, 3, 6
2482 Asynchronous Message Passing: A new Framework for Learning in Graphs4.755.500.500.75
5, 3, 6, 5
6, 5, 6, 5
2483 From Adaptive Query Release to Machine Unlearning4.755.750.431.00
6, 3, 5, 5
6, 6, 6, 5
2484 Meta-Learning Black-Box Optimization via Black-Box Optimization4.755.751.791.00
5, 5, 6, 3
8, 6, 6, 3
2485 Optimal Membership Inference Bounds for Adaptive Composition of Sampled Gaussian Mechanisms4.754.001.00-0.75
8, 5, 3, 3
5, 5, 3, 3
2486 SPRINT: Scalable Semantic Policy Pre-training via Language Instruction Relabeling4.755.500.500.75
5, 5, 6, 3
5, 6, 6, 5
2487 Data Feedback Loops: Model-driven Amplification of Dataset Biases4.755.250.430.50
3, 6, 5, 5
5, 6, 5, 5
2488 A Large Scale Sample Complexity Analysis of Neural Policies in the Low-Data Regime4.754.752.050.00
8, 3, 3, 5
8, 3, 3, 5
2489 Action Matching: A Variational Method for Learning Stochastic Dynamics from Samples4.754.751.090.00
5, 5, 6, 3
5, 5, 6, 3
2490 An Empirical Study on the Efficacy of Deep Active Learning Techniques4.754.751.090.00
6, 5, 3, 5
6, 5, 3, 5
2491 EF21-P and Friends: Improved Theoretical Communication Complexity for Distributed Optimization with Bidirectional Compression4.753.002.00-1.75
1, 8, 5, 5
1, 1, 5, 5
2492 Unleash Model Capacity for Universal Dense Retrieval by Task Specialty Optimization4.755.250.430.50
5, 5, 3, 6
5, 5, 5, 6
2493 Key Design Choices for Double-transfer in Source-free Unsupervised Domain Adaptation4.755.250.430.50
6, 5, 3, 5
6, 5, 5, 5
2494 $Phi$-DVAE: Learning Physically Interpretable Representations with Nonlinear Filtering4.755.251.790.50
6, 5, 3, 5
8, 5, 3, 5
2495 Rethinking Uniformity in Self-Supervised Representation Learning4.755.250.430.50
5, 6, 5, 3
5, 6, 5, 5
2496 Self-Supervised Learning of Maximum Manifold Capacity Representations4.755.250.430.50
5, 3, 6, 5
5, 5, 6, 5
2497 PMI-guided Masking Strategy to Enable Few-shot Learning for Genomic Applications4.755.251.790.50
5, 3, 8, 3
5, 3, 8, 5
2498 FP_AINet: Fusion Prototype with Adaptive Induction Network for Few-Shot Learning4.754.751.090.00
3, 6, 5, 5
3, 6, 5, 5
2499 DCT-DiffStride: Differentiable Strides with Real-Valued Data4.754.751.090.00
5, 6, 5, 3
5, 6, 5, 3
2500 Removing Structured Noise with Diffusion Models4.754.752.050.00
3, 8, 3, 5
3, 8, 3, 5
2501 Closed-loop Transcription via Convolutional Sparse Coding4.755.251.300.50
5, 5, 6, 3
6, 6, 6, 3
2502 MC-SSL: Towards Multi-Concept Self-Supervised Learning4.754.751.090.00
3, 5, 6, 5
3, 5, 6, 5
2503 Latent Hierarchical Imitation Learning for Stochastic Environments4.754.752.050.00
8, 5, 3, 3
8, 5, 3, 3
2504 Efficient Discovery of Dynamical Laws in Symbolic Form4.754.752.050.00
8, 3, 5, 3
8, 3, 5, 3
2505 Human-AI Coordination via Human-Regularized Search and Learning4.754.752.050.00
8, 3, 3, 5
8, 3, 3, 5
2506 Inducing Meaningful Units from Character Sequences with Dynamic Capacity Slot Attention4.754.751.090.00
5, 5, 6, 3
5, 5, 6, 3
2507 CounterNet: End-to-End Training of Prediction Aware Counterfactual Explanations4.754.753.030.00
3, 10, 3, 3
3, 10, 3, 3
2508 Adaptive Smoothing Gradient Learning for Spiking Neural Networks4.756.251.091.50
8, 3, 3, 5
8, 5, 6, 6
2509 Going Beyond Approximation: Encoding Constraints for Explainable Multi-hop Inference via Differentiable Combinatorial Solvers4.754.500.87-0.25
5, 5, 3, 6
5, 5, 3, 5
2510 DBA: Efficient Transformer with Dynamic Bilinear Low-Rank Attention4.755.001.220.25
3, 6, 5, 5
3, 6, 6, 5
2511 Client-agnostic Learning and Zero-shot Adaptation for Federated Domain Generalization4.755.001.220.25
5, 6, 5, 3
6, 6, 5, 3
2512 MetaPhysiCa: Causality-aware Robustness to OOD Initial Conditions in Physics-informed Machine Learning4.756.200.981.45
5, 6, 5, 3
6, 6, 5, 6, 8
2513 Spatial Entropy as an Inductive Bias for Vision Transformers4.754.001.00-0.75
5, 6, 5, 3
5, 3, 5, 3
2514 Zero-Label Prompt Selection4.754.751.090.00
5, 3, 5, 6
5, 3, 5, 6
2515 Adversarial Text to Continuous Image Generation4.754.751.090.00
5, 5, 6, 3
5, 5, 6, 3
2516 A GNN-Guided Predict-and-Search Framework for Mixed-Integer Linear Programming4.754.751.090.00
3, 6, 5, 5
3, 6, 5, 5
2517 A Weight Variation-Aware Training Method for Hardware Neuromorphic Chips4.754.751.090.00
6, 5, 5, 3
6, 5, 5, 3
2518 Hybrid-Regressive Neural Machine Translation4.754.751.090.00
3, 5, 6, 5
3, 5, 6, 5
2519 Effective Offline Reinforcement Learning via Conservative State Value Estimation4.754.752.050.00
8, 3, 5, 3
8, 3, 5, 3
2520 Visually-augmented pretrained language models for NLP Tasks without Images4.755.250.430.50
3, 5, 6, 5
5, 5, 6, 5
2521 Cold Rao-Blackwellized Straight-Through Gumbel-Softmax Gradient Estimator4.755.002.120.25
5, 5, 3, 6
3, 6, 3, 8
2522 $epsilon$-Invariant Hierarchical Reinforcement Learning for Building Generalizable Policy4.754.751.090.00
5, 5, 6, 3
5, 5, 6, 3
2523 CCIL: Context-conditioned imitation learning for urban driving4.754.751.090.00
5, 6, 5, 3
5, 6, 5, 3
2524 So-TVAE: Sentiment-oriented Transformer-based Variational Autoencoder Network for Live Video Commenting4.754.751.090.00
5, 3, 5, 6
5, 3, 5, 6
2525 SDAC: Efficient Safe Reinforcement Learning with Low-Biased Distributional Actor-Critic4.755.501.800.75
5, 3, 5, 6
6, 3, 5, 8
2526 Prompt Tuning for Graph Neural Networks4.754.752.050.00
8, 3, 5, 3
8, 3, 5, 3
2527 Neural Unbalanced Optimal Transport via Cycle-Consistent Semi-Couplings4.755.001.220.25
3, 5, 6, 5
3, 6, 6, 5
2528 Learning to Boost Resilience of Complex Networks via Neural Edge Rewiring4.754.752.050.00
8, 3, 5, 3
8, 3, 5, 3
2529 Adversarial Robustness based on Randomized Smoothing in Quantum Machine Learning 4.755.500.500.75
3, 6, 5, 5
5, 6, 6, 5
2530 Linear Convergence of Decentralized FedAvg for Non-Convex Objectives: The Interpolation Regime4.754.751.090.00
5, 3, 5, 6
5, 5, 3, 6
2531 Rethinking Missing Modality Learning: From a Decoding View4.754.751.090.00
5, 3, 5, 6
5, 3, 5, 6
2532 Meta-Weighted Language Model Tuning for Augmentation-Enhanced Few-Shot Learning4.755.001.220.25
5, 5, 3, 6
5, 6, 3, 6
2533 Graph-informed Neural Point Process With Monotonic Nets4.754.751.090.00
5, 6, 3, 5
5, 6, 3, 5
2534 Learning to Decouple Complex System for Sequential Data4.754.752.050.00
8, 5, 3, 3
8, 5, 3, 3
2535 Efficient Large-scale Transformer Training via Random and Layerwise Token Dropping4.754.751.090.00
3, 5, 5, 6
3, 5, 5, 6
2536 Hypothetical Training for Robust Machine Reading Comprehension of Tabular Context4.755.002.120.25
5, 3, 3, 8
6, 3, 3, 8
2537 On the Efficacy of Server-Aided Federated Learning against Partial Client Participation4.754.751.090.00
5, 6, 5, 3
3, 6, 5, 5
2538 Toxicity in Multilingual Machine Translation at Scale4.754.752.050.00
8, 5, 3, 3
8, 5, 3, 3
2539 Bandit Learning with General Function Classes: Heteroscedastic Noise and Variance-dependent Regret Bounds4.755.250.430.50
3, 5, 5, 6
5, 5, 5, 6
2540 Adaptive Sparse Softmax: An Effective and Efficient Softmax Variant for Text Classification4.754.751.090.00
3, 5, 6, 5
3, 5, 6, 5
2541 Continuous Goal Sampling: A Simple Technique to Accelerate Automatic Curriculum Learning4.754.751.090.00
6, 3, 5, 5
6, 3, 5, 5
2542 Towards Better Selective Classification4.756.001.221.25
3, 3, 5, 8
5, 6, 5, 8
2543 Offline Equilibrium Finding4.754.751.090.00
5, 5, 6, 3
5, 5, 6, 3
2544 Effective Self-Supervised Transformers For Sparse Time Series Data4.754.751.090.00
6, 5, 3, 5
6, 5, 3, 5
2545 Efficient Shapley Values Estimation by Amortization for Text Classification4.754.752.050.00
8, 3, 5, 3
8, 3, 5, 3
2546 Precision Collaboration for Federated Learning4.755.250.430.50
3, 5, 5, 6
5, 5, 5, 6
2547 Offline RL of the Underlying MDP from Heterogeneous Data Sources4.754.751.090.00
3, 5, 6, 5
3, 5, 6, 5
2548 On the Importance of Calibration in Semi-supervised Learning4.754.500.87-0.25
5, 5, 6, 3
5, 5, 5, 3
2549 Improved Sample Complexity for Reward-free Reinforcement Learning under Low-rank MDPs4.754.751.090.00
6, 3, 5, 5
6, 3, 5, 5
2550 Fast Adaptation via Human Diagnosis of Task Distribution Shift4.755.250.430.50
3, 5, 6, 5
5, 5, 6, 5
2551 Shortcut Learning Through the Lens of Early Training Dynamics4.755.251.300.50
1, 6, 6, 6
3, 6, 6, 6
2552 EmbedDistill: A geometric knowledge distillation for information retrieval4.754.751.090.00
5, 5, 3, 6
5, 5, 3, 6
2553 Learning from Labeled Images and Unlabeled Videos for Video Segmentation4.754.251.30-0.50
5, 8, 3, 3
5, 6, 3, 3
2554 REV: Information-Theoretic Evaluation of Free-Text Rationales4.755.500.500.75
5, 3, 5, 6
6, 5, 5, 6
2555 Uncertainty-Driven Exploration for Generalization in Reinforcement Learning4.755.500.500.75
3, 5, 6, 5
5, 5, 6, 6
2556 Adaptive Parametric Prototype Learning for Cross-Domain Few-Shot Classification4.754.751.090.00
3, 5, 5, 6
3, 5, 5, 6
2557 Epistemological Bias As a Means for the Automated Detection of Injustices in News Media4.754.752.050.00
3, 8, 3, 5
3, 8, 3, 5
2558 Have Missing Data? Make It Miss More! Imputing Tabular Data with Masked Autoencoding4.754.751.090.00
5, 5, 3, 6
5, 5, 3, 6
2559 Federated Self-supervised Learning for Heterogeneous Clients4.754.751.090.00
5, 6, 5, 3
5, 6, 5, 3
2560 Waveformer: Linear-Time Attention with Forward and Backward Wavelet Transform4.755.001.220.25
3, 6, 5, 5
3, 6, 6, 5
2561 Semantic Image Manipulation with Background-guided Internal Learning4.754.751.090.00
5, 5, 3, 6
5, 5, 3, 6
2562 Reconciling Security and Communication Efficiency in Federated Learning4.754.751.090.00
5, 5, 3, 6
5, 5, 3, 6
2563 Noise Injection Node Regularization for Robust Learning4.755.750.431.00
5, 3, 5, 6
5, 6, 6, 6
2564 Taming the Long Tail of Deep Probabilistic Forecasting4.754.751.090.00
5, 3, 6, 5
5, 3, 6, 5
2565 Risk Control for Online Learning Models4.755.501.800.75
3, 8, 5, 3
6, 8, 5, 3
2566 Perturbation Analysis of Neural Collapse4.754.751.090.00
5, 3, 6, 5
5, 3, 6, 5
2567 Leveraging the Third Dimension in Contrastive Learning4.754.751.090.00
6, 5, 5, 3
6, 5, 5, 3
2568 Learning Top-k Classification with Label Ranking4.755.250.430.50
5, 6, 5, 3
5, 6, 5, 5
2569 Theoretical Characterization of How Neural Network Pruning Affects its Generalization4.754.751.090.00
6, 3, 5, 5
6, 3, 5, 5
2570 Collaborative Symmetricity Exploitation for Offline Learning of Hardware Design Solver4.754.751.090.00
6, 5, 3, 5
6, 5, 3, 5
2571 Policy Expansion for Bridging Offline-to-Online Reinforcement Learning4.756.251.091.50
5, 3, 6, 5
8, 5, 6, 6
2572 Prosody-TTS: Self-Supervised Prosody Pretraining with Latent Diffusion For Text-to-Speech4.754.751.090.00
5, 5, 3, 6
5, 5, 3, 6
2573 Confounder Identification-free Causal Visual Feature Learning4.754.752.490.00
1, 5, 5, 8
1, 5, 5, 8
2574 A Neural Mean Embedding Approach for Back-door and Front-door Adjustment4.755.252.590.50
1, 5, 5, 8
1, 6, 6, 8
2575 Multi-View Independent Component Analysis with Shared and Individual Sources4.754.752.050.00
3, 8, 3, 5
3, 8, 3, 5
2576 Multi-Agent Multi-Game Entity Transformer4.755.001.220.25
3, 5, 6, 5
6, 5, 6, 3
2577 RealSinger: Ultra-Realistic Singing Voice Generation via Stochastic Differential Equations4.754.752.050.00
3, 3, 8, 5
3, 3, 8, 5
2578 Skill Machines: Temporal Logic Composition in Reinforcement Learning4.755.750.431.00
5, 3, 5, 6
6, 5, 6, 6
2579 Learning Basic Interpretable Factors from Temporal Signals via Physics Symmetry4.755.500.500.75
5, 5, 6, 3
6, 5, 6, 5
2580 Can Single-Pass Contrastive Learning Work for Both Homophilic and Heterophilic Graph?4.754.752.050.00
3, 8, 5, 3
3, 8, 5, 3
2581 Dynamical Equations With Bottom-up Self-Organizing Properties Learn Accurate Dynamical Hierarchies Without Any Loss Function4.755.251.790.50
5, 3, 5, 6
5, 3, 5, 8
2582 Video Scene Graph Generation from Single-Frame Weak Supervision4.756.500.871.75
6, 5, 3, 5
8, 6, 6, 6
2583 Contrastive Consistent Representation Distillation4.754.751.090.00
6, 5, 5, 3
6, 5, 5, 3
2584 CLEEGN: A Convolutional Neural Network for Plug-and-Play Automatic EEG Reconstruction4.755.251.790.50
3, 5, 6, 5
3, 5, 8, 5
2585 Unified neural representation model for physical and conceptual spaces4.755.002.120.25
8, 3, 3, 5
8, 3, 3, 6
2586 Same Pre-training Loss, Better Downstream: Implicit Bias Matters for Language Models4.755.251.300.50
5, 3, 6, 5
6, 3, 6, 6
2587 What's Behind the Mask: Estimating Uncertainty in Image-to-Image Problems4.754.751.090.00
6, 5, 3, 5
6, 5, 3, 5
2588 Least Disagree Metric-based Active Learning4.754.751.090.00
3, 6, 5, 5
3, 6, 5, 5
2589 Selective Classifier Ensemble4.754.751.090.00
6, 3, 5, 5
6, 3, 5, 5
2590 Few-Shot Anomaly Detection on Industrial Images through Contrastive Fine-Tuning4.755.001.220.25
5, 5, 3, 6
6, 5, 3, 6
2591 On the robustness of self-supervised models for generative spoken language modeling4.754.751.090.00
6, 5, 3, 5
6, 5, 3, 5
2592 ETSformer: Exponential Smoothing Transformers for Time-series Forecasting4.754.751.090.00
5, 6, 5, 3
5, 6, 5, 3
2593 Understanding Curriculum Learning in Policy Optimization for Online Combinatorial Optimization4.754.751.090.00
6, 5, 5, 3
6, 5, 5, 3
2594 Scalable 3D Object-centric Learning4.754.500.87-0.25
6, 3, 5, 5
5, 3, 5, 5
2595 Analysis of Error Feedback in Compressed Federated Non-Convex Optimization4.754.751.090.00
5, 6, 5, 3
5, 6, 5, 3
2596 Causal Proxy Models For Concept-Based Model Explanations4.755.001.220.25
5, 3, 6, 5
5, 3, 6, 6
2597 Graph Contrastive Learning Under Heterophily: Utilizing Graph Filters to Generate Graph Views4.754.752.050.00
5, 3, 8, 3
5, 3, 8, 3
2598 Output Distribution over the Entire Input Space: A Novel Perspective to Understand Neural Networks4.755.750.431.00
5, 6, 3, 5
6, 6, 5, 6
2599 Decentralized Robust V-learning for Solving Markov Games with Model Uncertainty4.754.751.090.00
5, 6, 3, 5
5, 6, 3, 5
2600 A Unified Framework for Comparing Learning Algorithms4.755.251.790.50
5, 6, 3, 5
5, 8, 3, 5
2601 Reward-free Policy Learning through Active Human Involvement4.754.751.090.00
3, 5, 8, 3
6, 5, 5, 3
2602 Robust Attention for Contextual Biased Visual Recognition4.755.251.300.50
5, 5, 6, 3
6, 6, 6, 3
2603 Complex-Target-Guided Open-Domain Conversation based on offline reinforcement learning4.754.752.050.00
5, 8, 3, 3
5, 8, 3, 3
2604 ObPose: Leveraging Pose for Object-Centric Scene Inference and Generation in 3D4.754.751.090.00
6, 3, 5, 5
6, 3, 5, 5
2605 Don't Throw Your Old Policies Away: Knowledge-based Policy Recycling Protects Against Adversarial Attacks4.754.251.30-0.50
8, 3, 3, 5
6, 3, 3, 5
2606 Ahead-of-Time P-Tuning4.754.751.090.00
6, 3, 5, 5
6, 3, 5, 5
2607 SimST: A GNN-Free Spatio-Temporal Learning Framework for Traffic Forecasting4.754.751.090.00
6, 5, 5, 3
6, 5, 5, 3
2608 Social and environmental impact of recent developments in machine learning on biology and chemistry research4.755.251.790.50
5, 3, 8, 3
5, 3, 8, 5
2609 Style Spectroscope: Improve Interpretability and Controllability through Fourier Analysis4.754.752.050.00
8, 5, 3, 3
8, 5, 3, 3
2610 Cascaded Teaching Transformers with Data Reweighting for Long Sequence Time-series Forecasting4.754.751.090.00
3, 5, 6, 5
3, 5, 6, 5
2611 Hazard Gradient Penalty for Survival Analysis4.754.751.090.00
3, 5, 5, 6
3, 5, 5, 6
2612 Reach the Remote Neighbors: Dual-Encoding Transformer for Graphs4.754.751.090.00
5, 5, 6, 3
5, 5, 6, 3
2613 Only For You: Deep Neural Anti-Forwarding Watermark Preserves Image Privacy4.754.751.090.00
5, 6, 3, 5
5, 6, 3, 5
2614 PromptCast: A New Prompt-based Learning Paradigm for Time Series Forecasting4.754.752.050.00
8, 3, 5, 3
8, 3, 5, 3
2615 Revealing Single Frame Bias for Video-and-Language Learning4.754.251.30-0.50
5, 6, 3, 5
5, 6, 3, 3
2616 Union Subgraph Neural Networks4.754.751.090.00
6, 5, 5, 3
6, 5, 5, 3
2617 NEW TRAINING FRAMEWORK FOR SPEECH ENHANCEMENT USING REAL NOISY SPEECH4.755.501.800.75
5, 3, 3, 8
6, 5, 3, 8
2618 Can GNNs Learn Heuristic Information for Link Prediction?4.754.751.090.00
3, 6, 5, 5
3, 6, 5, 5
2619 Spatial Attention Kinetic Networks with E(n)-Equivariance4.756.500.871.75
5, 6, 5, 3
6, 8, 6, 6
2620 HierBatching: Locality-Aware Out-of-Core Training of Graph Neural Networks4.754.751.090.00
3, 5, 5, 6
3, 5, 5, 6
2621 HyperQuery: A Framework for Higher Order Link Prediction4.754.751.090.00
6, 5, 5, 3
6, 5, 5, 3
2622 Tiny Adapters for Vision Transformers4.754.751.090.00
5, 5, 6, 3
5, 5, 6, 3
2623 Random Weight Factorization improves the training of Continuous Neural Representations4.756.001.221.25
8, 5, 3, 3
8, 6, 5, 5
2624 Improving group robustness under noisy labels using predictive uncertainty4.754.500.87-0.25
5, 3, 6, 5
5, 3, 5, 5
2625 Your Neighbors Are Communicating: Towards Powerful and Scalable Graph Neural Networks4.754.751.090.00
6, 5, 5, 3
6, 5, 5, 3
2626 Fair Attribute Completion on Graph with Missing Attributes4.755.750.431.00
6, 3, 5, 5
6, 6, 6, 5
2627 ConBaT: Control Barrier Transformer for Safety-Critical Policy Learning4.754.751.090.00
5, 6, 5, 3
5, 6, 5, 3
2628 TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second4.757.001.002.25
5, 3, 5, 6
6, 8, 6, 8
2629 Friends to Help: Saving Federated Learning from Client Dropout4.754.751.090.00
3, 5, 6, 5
3, 5, 6, 5
2630 GraphPNAS: Learning Distribution of Good Neural Architectures via Deep Graph Generative Models4.754.751.090.00
5, 5, 6, 3
5, 5, 6, 3
2631 Interpretability with full complexity by constraining feature information4.756.500.871.75
5, 6, 3, 5
6, 8, 6, 6
2632 Stealing and Defending Transformer-based Encoders4.754.751.090.00
3, 6, 5, 5
3, 6, 5, 5
2633 Curriculum Reinforcement Learning via Morphology-Environment Co-Evolution4.754.751.090.00
5, 3, 5, 6
5, 3, 5, 6
2634 Efficient Covariance Estimation for Sparsified Functional Data4.754.751.090.00
3, 5, 5, 6
3, 5, 5, 6
2635 Does Continual Learning Equally Forget All Parameters?4.755.751.791.00
6, 1, 6, 6
6, 3, 8, 6
2636 EAGLE: Large-scale Learning of Turbulent Fluid Dynamics with Mesh Transformers4.755.750.431.00
3, 5, 5, 6
5, 6, 6, 6
2637 On The Inadequacy of Optimizing Alignment and Uniformity in Contrastive Learning of Sentence Representations4.755.750.431.00
5, 3, 5, 6
5, 6, 6, 6
2638 Approximated Anomalous Diffusion: Gaussian Mixture Score-based Generative Models4.755.251.790.50
3, 5, 3, 8
5, 5, 3, 8
2639 AutoSKDBERT: Learn to Stochastically Distill BERT4.754.751.090.00
5, 5, 3, 6
5, 5, 3, 6
2640 An Empirical Study of Metrics to Measure Representational Harms in Pre-Trained Language Models4.754.751.090.00
5, 5, 6, 3
5, 5, 6, 3
2641 Unsupervised Learning of Causal Relationships from Unstructured Data4.753.752.59-1.00
8, 5, 3, 3
8, 3, 1, 3
2642 Parameterized projected Bellman operator4.755.001.220.25
5, 5, 3, 6
5, 6, 3, 6
2643 Neural Shape Compiler: A Unified Framework for Transforming between Text, Point Cloud, and Program4.754.751.090.00
5, 5, 6, 3
5, 5, 6, 3
2644 DropIT: Dropping Intermediate Tensors for Memory-Efficient DNN Training4.755.750.431.00
6, 3, 5, 5
6, 6, 5, 6
2645 Measuring Asymmetric Gradient Discrepancy in Parallel Continual Learning4.754.751.090.00
5, 6, 3, 5
5, 6, 3, 5
2646 Design of the topology for contrastive visual-textual alignment4.754.751.090.00
3, 5, 6, 5
3, 5, 6, 5
2647 In the ZONE: Measuring difficulty and progression in curriculum generation4.755.000.000.25
3, 5, 5, 6
5, 5, 5, 5
2648 Mini-batch $k$-means terminates within $O(d/epsilon)$ iterations4.676.751.922.08
3, 5, 6
6, 5, 6, 10
2649 Functional Risk Minimization4.674.671.250.00
6, 5, 3
6, 5, 3
2650 Causal Inference for Knowledge Graph Completion4.674.671.250.00
3, 6, 5
3, 6, 5
2651 Enriching Online Knowledge Distillation with Specialist Ensemble4.674.501.50-0.17
3, 5, 6
3, 6, 6, 3
2652 Variational Learning ISTA4.676.000.001.33
3, 6, 5
6, 6, 6
2653 Deep autoregressive density nets vs neural ensembles for model-based offline reinforcement learning4.675.001.410.33
5, 6, 3
6, 6, 3
2654 FedGC: An Accurate and Efficient Federated Learning under Gradient Constraint for Heterogeneous Data4.674.001.41-0.67
6, 5, 3
6, 3, 3
2655 MASTER: Multi-task Pre-trained Bottlenecked Masked Autoencoders are Better Dense Retrievers4.675.670.471.00
5, 3, 6
6, 5, 6
2656 Some Practical Concerns and Solutions for Using Pretrained Representation in Industrial Systems4.675.001.410.33
5, 3, 6
6, 3, 6
2657 Efficient Bayesian Optimization with Deep Kernel Learning and Transformer Pre-trained on Muliple Heterogeneous Datasets4.674.671.250.00
5, 3, 6
5, 3, 6
2658 Untangling Effect and Side Effect: Consistent Causal Inference in Non-Targeted Trials4.674.671.250.00
6, 5, 3
6, 5, 3
2659 Pseudometric guided online query and update for offline reinforcement learning4.674.671.250.00
6, 3, 5
6, 3, 5
2660 Convergence Analysis of Split Learning on Non-IID Data4.675.670.471.00
5, 6, 3
5, 6, 6
2661 Do Not Blindly Imitate the Teacher: Loss Perturbation for Knowledge Distillation4.675.001.410.33
3, 3, 8
6, 3, 6
2662 Beyond Deep Learning: An Evolutionary Feature Engineering Approach to Tabular Data Classification4.675.001.410.33
5, 3, 6
6, 3, 6
2663 Is margin all you need? An extensive empirical study of active learning on tabular data4.675.670.471.00
3, 6, 5
6, 6, 5
2664 MolEBM: Molecule Generation and Design by Latent Space Energy-Based Modeling4.675.330.470.67
3, 6, 5
5, 6, 5
2665 How Does Self-supervised Learning Work? A Representation Learning Perspective4.676.331.251.67
5, 6, 3
6, 8, 5
2666 A Reproducible and Realistic Evaluation of Partial Domain Adaptation Methods4.674.671.250.00
3, 5, 6
3, 5, 6
2667 Accelerated Training via Principled Methods for Incrementally Growing Neural Networks4.675.670.471.00
5, 6, 3
6, 6, 5
2668 Provably Efficient Reinforcement Learning for Online Adaptive Influence Maximization4.674.671.250.00
5, 3, 6
5, 3, 6
2669 System identification of neural systems: If we got it right, would we know?4.674.672.360.00
8, 3, 3
8, 3, 3
2670 Axiomatic Explainer Locality With Optimal Transport4.674.671.250.00
3, 5, 6
3, 5, 6
2671 Progressive Knowledge Distillation: Constructing Ensembles for Efficient Inference4.675.001.410.33
3, 5, 6
3, 6, 6
2672 Blockwise self-supervised learning with Barlow Twins4.674.671.250.00
3, 6, 5
3, 6, 5
2673 Achieving Communication-Efficient Policy Evaluation for Multi-Agent Reinforcement Learning: Local TD-Steps or Batching?4.675.330.470.67
3, 5, 6
5, 5, 6
2674 Two-Tailed Averaging: Anytime Adaptive Once-in-a-while Optimal Iterate Averaging for Stochastic Optimization4.674.672.360.00
8, 3, 3
8, 3, 3
2675 Replay Buffer with Local Forgetting for Adaptive Deep Model-Based Reinforcement Learning4.675.670.471.00
6, 3, 5
6, 6, 5
2676 DECODING LAYER SALIENCY IN TRANSFORMERS4.674.671.250.00
3, 5, 6
3, 5, 6
2677 Decision Transformer under Random Frame Dropping4.676.000.001.33
3, 5, 6
6, 6, 6
2678 On the Importance of Contrastive Loss in Multimodal Learning4.675.330.470.67
3, 6, 5
5, 6, 5
2679 Continual Learning with Soft-Masking of Parameter-Level Gradient Flow4.675.001.410.33
5, 3, 6
6, 3, 6
2680 Unsupervised Adaptation for Fairness under Covariate Shift4.675.332.050.67
8, 3, 3
8, 5, 3
2681 Towards convergence to Nash equilibria in two-team zero-sum games4.675.001.410.33
5, 3, 6
6, 3, 6
2682 Towards Understanding How Machines Can Learn Causal Overhypotheses 4.674.671.250.00
5, 3, 6
5, 3, 6
2683 The Union of Manifolds Hypothesis4.675.332.050.67
3, 8, 3
5, 8, 3
2684 P2PRISM - Peer to peer learning with individual prism for secure aggregation4.674.671.250.00
3, 6, 5
3, 6, 5
2685 Few-shot Backdoor Attacks via Neural Tangent Kernels4.675.670.471.00
6, 5, 3
6, 6, 5
2686 MMVAE+: Enhancing the Generative Quality of Multimodal VAEs without Compromises4.676.670.942.00
5, 6, 3
8, 6, 6
2687 Towards Antisymmetric Neural Ansatz Separation4.675.670.471.00
3, 6, 5
5, 6, 6
2688 A new photoreceptor-inspired CNN layer enables deep learning models of retina to generalize across lighting conditions4.675.001.410.33
3, 6, 5
3, 6, 6
2689 Deep Probabilistic Time Series Forecasting over Long Horizons4.673.670.94-1.00
3, 8, 3
3, 5, 3
2690 AN OPERATOR NORM BASED PASSIVE FILTER PRUNING METHOD FOR EFFICIENT CNNS4.675.330.470.67
5, 3, 6
5, 5, 6
2691 Learning Dictionaries over Datasets through Wasserstein Barycenters4.673.670.94-1.00
6, 5, 3
5, 3, 3
2692 KeyCLD: Learning Constrained Lagrangian Dynamics in Keypoint Coordinates from Images4.675.330.470.67
3, 5, 6
5, 5, 6
2693 Score Matching via Differentiable Physics4.675.330.470.67
3, 5, 6
5, 5, 6
2694 Short-Term Memory Convolutions4.675.670.471.00
3, 5, 6
6, 5, 6
2695 Unbiased Decisions Reduce Regret: Adversarial Optimism for the Bank Loan Problem4.675.670.471.00
5, 3, 6
5, 6, 6
2696 Diversity of Generated Unlabeled Data Matters for Few-shot Hypothesis Adaptation4.674.672.360.00
3, 8, 3
3, 8, 3
2697 CAKE: CAusal and collaborative proxy-tasKs lEarning for Semi-Supervised Domain Adaptation4.674.671.250.00
5, 6, 3
5, 6, 3
2698 How to Keep Cool While Training4.674.671.250.00
3, 5, 6
3, 5, 6
2699 Model-Based Decentralized Policy Optimization 4.674.671.250.00
6, 3, 5
6, 3, 5
2700 Few-bit Backward: Quantized Gradients of Activation Functions for Memory Footprint Reduction4.675.001.410.33
5, 6, 3
6, 6, 3
2701 Pruning by Active Attention Manipulation4.675.672.051.00
6, 3, 5
6, 3, 8
2702 Closed Boundary Learning for NLP Classification Tasks with the Universum Class4.676.000.001.33
5, 3, 6
6, 6, 6
2703 UNREAL: Unlabeled Nodes Retrieval and Labeling for Heavily-imbalanced Node Classification4.675.670.471.00
3, 6, 5
6, 6, 5
2704 GRAPHSENSOR: A Graph Attention Network for Time-Series Sensor Data4.674.671.250.00
6, 5, 3
6, 5, 3
2705 CRISP: Curriculum inducing Primitive Informed Subgoal Prediction for Hierarchical Reinforcement Learning4.675.330.470.67
6, 5, 3
6, 5, 5
2706 An Equal-Size Hard EM Algorithm for Diverse Dialogue Generation4.675.001.220.33
3, 5, 6
3, 5, 6, 6
2707 NeuralEQ: Neural-Network-Based Equalizer for High-Speed Wireline Communication4.675.001.410.33
5, 6, 3
6, 6, 3
2708 VARIATIONAL ADAPTIVE GRAPH TRANSFORMER FOR MULTIVARIATE TIME SERIES MODELING4.674.671.250.00
6, 5, 3
6, 5, 3
2709 Large Language Models Can Self-improve4.674.672.360.00
3, 3, 8
3, 3, 8
2710 Safe Reinforcement Learning with Contrastive Risk Prediction4.674.671.250.00
6, 3, 5
6, 3, 5
2711 MoCa: Cognitive Scaffolding for Language Models in Causal and Moral Judgment Tasks4.674.672.360.00
3, 3, 8
3, 3, 8
2712 Lattice Convolutional Networks for Learning Ground States of Quantum Many-Body Systems4.674.672.360.00
3, 8, 3
3, 8, 3
2713 Learning to Optimize Quasi-Newton Methods4.674.671.250.00
3, 5, 6
3, 5, 6
2714 An Adaptive Policy to Employ Sharpness-Aware Minimization4.675.330.470.67
6, 3, 5
6, 5, 5
2715 Stochastic Bridges as Effective Regularizers for Parameter-Efficient Tuning4.674.671.250.00
6, 5, 3
6, 5, 3
2716 Latent Bottlenecked Attentive Neural Processes4.675.672.051.00
3, 5, 6
3, 6, 8
2717 VoLTA: Vision-Language Transformer with Weakly-Supervised Local-Feature Alignment4.674.671.250.00
3, 5, 6
3, 5, 6
2718 A Novel Fast Exact Subproblem Solver for Stochastic Quasi-Newton Cubic Regularized Optimization4.674.671.250.00
5, 3, 6
5, 3, 6
2719 On the Mysterious Optimization Geometry of Deep Neural Networks4.674.671.250.00
5, 3, 6
5, 3, 6
2720 On the Implicit Bias Towards Depth Minimization in Deep Neural Networks4.674.671.250.00
5, 3, 6
5, 3, 6
2721 Quantum 3D graph structure learning with applications to molecule computing4.674.671.250.00
6, 5, 3
6, 5, 3
2722 Score-based Generative 3D Mesh Modeling4.676.000.001.33
3, 5, 6
6, 6, 6
2723 Why Self Attention is Natural for Sequence-to-Sequence Problems? A Perspective from Symmetries4.674.671.250.00
5, 6, 3
5, 6, 3
2724 Large Learning Rate Matters for Non-Convex Optimization4.674.671.250.00
5, 6, 3
5, 6, 3
2725 Value-Based Membership Inference Attack on Actor-Critic Reinforcement Learning4.674.671.250.00
5, 6, 3
5, 6, 3
2726 FOCUS: Fairness via Agent-Awareness for Federated Learning on Heterogeneous Data4.675.001.410.33
3, 5, 6
3, 6, 6
2727 RainProof: An Umbrella to Shield Text Generator from Out-Of-Distribution Data4.674.671.250.00
5, 6, 3
5, 6, 3
2728 PerFedMask: Personalized Federated Learning with Optimized Masking Vectors4.675.672.051.00
5, 3, 6
6, 3, 8
2729 Neural Implicit Manifold Learning for Topology-Aware Generative Modelling4.674.671.250.00
6, 3, 5
6, 3, 5
2730 Characterizing neural representation of cognitively-inspired deep RL agents during an evidence accumulation task4.675.330.470.67
5, 3, 6
5, 5, 6
2731 Rule-based policy regularization for reinforcement learning-based building control4.674.671.250.00
3, 6, 5
3, 6, 5
2732 Deep Dependency Networks for Action Classification in Video4.674.671.250.00
3, 5, 6
3, 5, 6
2733 Structural Adversarial Objectives for Self-Supervised Representation Learning4.674.671.250.00
5, 6, 3
5, 6, 3
2734 Defending against Reconstruction attacks using Rényi Differential Privacy4.675.330.470.67
5, 6, 3
5, 6, 5
2735 Abstracting Imperfect Information Away from Two-Player Zero-Sum Games4.674.671.250.00
3, 5, 6
3, 5, 6
2736 Joint Embedding Self-Supervised Learning in the Kernel Regime4.674.671.250.00
6, 5, 3
6, 5, 3
2737 SeedGNN: Graph Neural Network for Supervised Seeded Graph Matching4.675.330.470.67
3, 6, 5
5, 6, 5
2738 Variational Counterfactual Prediction under Runtime Domain Corruption4.674.671.250.00
5, 6, 3
5, 6, 3
2739 Automatic Clipping: Differentially Private Deep Learning Made Easier and Stronger4.674.671.250.00
6, 5, 3
6, 5, 3
2740 ELBO-ing Stein Mixtures4.674.672.360.00
3, 3, 8
3, 3, 8
2741 Breaking the Curse of Dimensionality for Parametric Elliptic PDEs4.674.673.860.00
1, 3, 10
1, 3, 10
2742 Accelerated Riemannian Optimization: Handling Constraints to Bound Geometric Penalties4.674.671.250.00
5, 6, 3
5, 6, 3
2743 DEEP ACCURATE SOLVER FOR THE GEODESIC PROBLEM4.674.672.360.00
3, 8, 3
3, 8, 3
2744 Signal to Sequence Attention-Based Multiple Instance Network for Segmentation Free Inference of RNA Modifications4.675.001.220.33
5, 6, 3
5, 6, 3, 6
2745 Deep Graph-Level Clustering Using Pseudo-Label-Guided Mutual Information Maximization Network4.674.671.250.00
3, 5, 6
3, 5, 6
2746 Semi-Supervised Offline Reinforcement Learning with Action-Free Trajectories4.674.671.250.00
5, 3, 6
5, 3, 6
2747 Semi-Implicit Variational Inference via Score Matching4.676.670.942.00
6, 5, 3
6, 8, 6
2748 Non-equispaced Fourier Neural Solvers for PDEs4.674.671.250.00
3, 5, 6
3, 5, 6
2749 Group-oriented Cooperation in Multi-Agent Reinforcement Learning4.675.001.410.33
3, 6, 5
3, 6, 6
2750 Horizon-Free Reinforcement Learning for Latent Markov Decision Processes4.674.671.250.00
5, 3, 6
5, 3, 6
2751 Estimating Riemannian Metric with Noise-Contaminated Intrinsic Distance4.674.672.360.00
3, 3, 8
3, 3, 8
2752 EMP: Effective Multidimensional Persistence for Graph Representation Learning4.675.330.470.67
6, 5, 3
6, 5, 5
2753 Self-Adaptive Perturbation Radii for Adversarial Training4.674.671.250.00
3, 5, 6
3, 5, 6
2754 Contrastive Alignment of Vision to Language Through Parameter-Efficient Transfer Learning 4.674.671.250.00
3, 5, 6
3, 5, 6
2755 EM-Network: Learning Better Latent Variable for Sequence-to-Sequence Models4.674.671.250.00
3, 5, 6
3, 5, 6
2756 HotProtein: A Novel Framework for Protein Thermostability Prediction and Editing4.675.332.050.67
5, 3, 6
5, 3, 8
2757 On the Neural Tangent Kernel of Equilibrium Models4.674.671.250.00
3, 6, 5
3, 6, 5
2758 HYPERPRUNING: EFFICIENT PRUNING THROUGH LYAPUNOV METRIC HYPERSEARCH4.674.001.41-0.67
3, 6, 5
3, 6, 3
2759 Minimum Curvature Manifold Learning4.674.671.250.00
5, 6, 3
5, 6, 3
2760 Min-Max Zero-Shot Multi-Label Classification4.674.671.250.00
3, 6, 5
3, 6, 5
2761 Generated Graph Detection4.674.671.250.00
6, 3, 5
6, 3, 5
2762 Quantum Fourier Networks for solving Parametric PDEs4.674.671.250.00
6, 3, 5
6, 3, 5
2763 ADVERSARIALLY BALANCED REPRESENTATION FOR CONTINUOUS TREATMENT EFFECT ESTIMATION4.674.671.250.00
6, 5, 3
6, 5, 3
2764 D-CIPHER: Discovery of Closed-form Partial Differential Equations4.675.332.050.67
3, 3, 8
5, 3, 8
2765 Learning with MISELBO: The Mixture Cookbook4.674.671.250.00
3, 5, 6
3, 5, 6
2766 Monotonicity and Double Descent in Uncertainty Estimation with Gaussian Processes4.674.671.250.00
5, 6, 3
5, 6, 3
2767 Analyzing the Effects of Classifier Lipschitzness on Explainers4.674.671.250.00
5, 6, 3
5, 6, 3
2768 Enhance Local Consistency for Free: A Multi-Step Inertial Momentum Approach4.674.671.250.00
5, 3, 6
5, 3, 6
2769 Robust Constrained Reinforcement Learning4.674.671.250.00
3, 5, 6
3, 5, 6
2770 Revitalize Region Feature for Democratizing Video-language Pre-training of Retrieval4.674.671.250.00
6, 3, 5
6, 3, 5
2771 Byzantine-robust Decentralized Learning via ClippedGossip4.674.671.250.00
6, 3, 5
6, 3, 5
2772 Towards the Out-of-Distribution Generalization of Contrastive Self-Supervised Learning4.675.670.471.00
5, 6, 3
5, 6, 6
2773 ColoristaNet for Photorealistic Video Style Transfer4.674.671.250.00
3, 5, 6
3, 5, 6
2774 Property Inference Attacks Against t-SNE Plots4.674.671.250.00
3, 5, 6
3, 5, 6
2775 D4AM: A General Denoising Framework for Downstream Acoustic Models4.675.330.470.67
5, 6, 3
5, 6, 5
2776 Holistically Explainable Vision Transformers4.674.671.250.00
5, 3, 6
5, 3, 6
2777 Instance-wise Batch Label Restoration via Gradients in Federated Learning4.676.670.942.00
3, 6, 5
6, 8, 6
2778 GoBigger: A Scalable Platform for Cooperative-Competitive Multi-Agent Interactive Simulation4.674.671.250.00
5, 3, 6
5, 3, 6
2779 Simultaneously Learning Stochastic and Adversarial Markov Decision Process with Linear Function Approximation4.674.671.250.00
5, 6, 3
5, 6, 3
2780 Gated Domain Units for Multi-source Domain Generalization4.674.671.250.00
5, 6, 3
5, 6, 3
2781 Bag of Tricks for FGSM Adversarial Training 4.674.751.090.08
3, 5, 6
3, 5, 6, 5
2782 A Causal Approach to Detecting Multivariate Time-series Anomalies and Root Causes4.675.001.220.33
6, 5, 3
6, 5, 3, 6
2783 A Closer Look at Self-supervised Lightweight Vision Transformers4.674.671.250.00
6, 5, 3
6, 5, 3
2784 MABA-Net: Masked Additive Binary Activation Network4.674.671.250.00
5, 3, 6
5, 3, 6
2785 Quantum-Inspired Tensorized Embedding with Application to Node Representation Learning4.674.672.360.00
3, 8, 3
3, 8, 3
2786 Federated Learning of Large Models at the Edge via Principal Sub-Model Training4.675.001.410.33
6, 5, 3
6, 6, 3
2787 Sharper Rates and Flexible Framework for Nonconvex SGD with Client and Data Sampling4.674.251.30-0.42
3, 6, 5
3, 6, 5, 3
2788 Rademacher Complexity Over $mathcal{H} Delta mathcal{H}$ Class for Adversarially Robust Domain Adaptation4.675.672.051.00
3, 6, 5
3, 8, 6
2789 Differentially Private Dataset Condensation4.676.000.001.33
3, 6, 5
6, 6, 6
2790 Dynamics-inspired Neuromorphic Representation Learning4.676.001.411.33
3, 3, 8
5, 5, 8
2791 Radial Spike and Slab Bayesian Neural Networks for Sparse Data in Ransomware Attacks4.674.671.250.00
6, 5, 3
6, 5, 3
2792 Joint Edge-Model Sparse Learning is Provably Efficient for Graph Neural Networks4.676.000.001.33
3, 5, 6
6, 6, 6
2793 Receding Neuron Importances for Structured Pruning4.674.671.250.00
6, 3, 5
6, 3, 5
2794 FedPSE: Personalized Sparsification with Element-wise Aggregation for Federated Learning4.674.671.250.00
3, 6, 5
3, 6, 5
2795 Multigraph Topology Design for Cross-Silo Federated Learning4.674.671.250.00
3, 6, 5
3, 6, 5
2796 Exploit Unlabeled Data on the Server! Federated Learning via Uncertainty-aware Ensemble Distillation and Self-Supervision4.674.671.250.00
3, 5, 6
3, 5, 6
2797 Parallel Federated Learning over Heterogeneous Devices4.676.000.001.33
5, 3, 6
6, 6, 6
2798 Grafting Vision Transformers4.675.001.410.33
6, 3, 5
6, 3, 6
2799 PATCorrect: Non-autoregressive Phoneme-augmented Transformer for ASR Error Correction4.674.671.250.00
6, 3, 5
6, 3, 5
2800 NIERT: Accurate Numerical Interpolation through Unifying Scattered Data Representations using Transformer Encoder4.674.671.250.00
5, 3, 6
5, 3, 6
2801 Meta-prediction Model for Distillation-Aware NAS on Unseen Datasets4.676.332.361.67
3, 6, 5
3, 8, 8
2802 Manifold Characteristics That Predict Downstream Task Performance4.674.671.250.00
5, 3, 6
5, 3, 6
2803 Improved Fully Quantized Training via Rectifying Batch Normalization4.674.671.250.00
5, 3, 6
5, 3, 6
2804 Lottery Aware Sparsity Hunting: Enabling Federated Learning on Resource-Limited Edge4.674.671.250.00
3, 6, 5
3, 6, 5
2805 Phase transition for detecting a small community in a large network4.676.000.001.33
3, 6, 5
6, 6, 6
2806 Learning Visual Representation with Synthetic Images and Topologically-defined Labels4.675.330.470.67
3, 6, 5
5, 6, 5
2807 A prototype-oriented clustering for domain shift with source privacy4.674.671.250.00
5, 6, 3
5, 6, 3
2808 FADE: Enabling Large-Scale Federated Adversarial Training on Resource-Constrained Edge Devices4.676.000.001.33
3, 6, 5
6, 6, 6
2809 Temporal Relevance Analysis for Video Action Models4.674.671.250.00
3, 5, 6
3, 5, 6
2810 Towards Understanding Convergence and Generalization of AdamW4.674.671.250.00
5, 3, 6
5, 3, 6
2811 Learning from Interval-valued Data4.674.672.360.00
3, 3, 8
3, 3, 8
2812 Efficient Hyperdimensional Computing4.675.330.470.67
5, 6, 3
5, 6, 5
2813 Auxiliary task discovery through generate and test4.676.001.411.33
5, 3, 6
5, 5, 8
2814 Exploring Neural Network Representational Similarity using Filter Subspaces4.675.001.410.33
6, 5, 3
6, 6, 3
2815 Probing into Overfitting for Video Recognition4.675.670.471.00
6, 3, 5
6, 5, 6
2816 Interpretable Single/Multi-label Text Classification with Unsupervised Constituent-label alignments4.675.670.471.00
3, 6, 5
5, 6, 6
2817 Functional Relation Field: A Model-Agnostic Framework for Multivariate Time Series Forecasting4.675.001.220.33
5, 6, 3
5, 6, 3, 6
2818 A Mutual Information Duality Algorithm for Multi-Agent Specialization4.624.621.320.00
3, 3, 5, 6, 6, 3, 6, 5
3, 3, 5, 6, 6, 5, 6, 3
2819 Graph Mixup with Soft Alignments4.604.601.360.00
3, 6, 6, 3, 5
3, 6, 6, 3, 5
2820 Emergence of shared sensory-motor graphical language from visual input4.605.001.100.40
3, 6, 3, 5, 6
3, 6, 5, 5, 6
2821 Temporal Dynamics Aware Adversarial Attacks On Discrete-Time Graph Models4.604.601.850.00
1, 5, 6, 6, 5
1, 5, 6, 6, 5
2822 Escaping saddle points in zeroth-order optimization: two function evaluations suffice4.605.201.940.60
6, 5, 3, 6, 3
8, 6, 3, 6, 3
2823 Variational Causal Dynamics: Discovering Modular World Models from Interventions4.604.601.360.00
6, 3, 6, 3, 5
6, 3, 6, 3, 5
2824 Feed-Forward Latent Domain Adaptation4.604.602.060.00
3, 3, 3, 6, 8
3, 3, 3, 6, 8
2825 Test-time Adaptation for Segmentation via Image Synthesis4.604.601.360.00
3, 6, 6, 3, 5
3, 6, 6, 3, 5
2826 Similarity of Neural Architectures Based on Input Gradient Transferability4.604.602.420.00
5, 3, 1, 6, 8
5, 3, 1, 6, 8
2827 Equivariant Descriptor Fields: SE(3)-Equivariant Energy-Based Models for End-to-End Visual Robotic Manipulation Learning4.606.400.801.80
3, 3, 5, 6, 6
6, 6, 6, 6, 8
2828 Look in The Mirror: Molecular Graph Contrastive Learning with Line Graph4.605.601.621.00
3, 8, 3, 3, 6
6, 8, 3, 5, 6
2829 Linear convergence for natural policy gradient with log-linear policy parametrization4.604.800.980.20
5, 5, 5, 5, 3
6, 5, 5, 5, 3
2830 Chopping Formers is what you need in Vision4.604.601.360.00
3, 6, 6, 3, 5
3, 6, 6, 3, 5
2831 Variance Covariance Regularization Enforces Pairwise Independence in Self-Supervised Representations4.604.601.360.00
3, 6, 3, 5, 6
3, 6, 3, 5, 6
2832 Multi-Label Knowledge Distillation4.604.001.26-0.60
3, 3, 6, 8, 3
3, 3, 6, 5, 3
2833 FrAug: Frequency Domain Augmentation for Time Series Forecasting4.604.600.800.00
3, 5, 5, 5, 5
3, 5, 5, 5, 5
2834 Distributionally Robust Model-Based Offline Reinforcement Learning with Near-Optimal Sample Complexity4.604.601.360.00
3, 6, 3, 6, 5
3, 6, 3, 6, 5
2835 Does Dataset Lottery Ticket Hypothesis Exist?4.604.601.360.00
3, 3, 6, 6, 5
3, 3, 6, 6, 5
2836 Exploring The Capacity Mismatch Problem in Knowledge Distillation from the View of Soft Labels4.604.600.800.00
5, 3, 5, 5, 5
5, 3, 5, 5, 5
2837 QFuture: Learning Future Expectations in Multi-Agent Reinforcement Learning4.604.601.360.00
6, 3, 6, 3, 5
6, 3, 6, 3, 5
2838 Free Bits: Platform-Aware Latency Optimization of Mixed-Precision Neural Networks for Edge Deployment4.504.500.870.00
5, 5, 5, 3
5, 5, 5, 3
2839 DELTA: Diverse Client Sampling for Fasting Federated Learning4.505.001.220.50
6, 6, 3, 3
6, 6, 5, 3
2840 Batch Normalization and Bounded Activation Functions4.504.500.870.00
5, 5, 5, 3
5, 5, 5, 3
2841 Optimistic Exploration in Reinforcement Learning Using Symbolic Model Estimates4.504.501.500.00
6, 3, 3, 6
6, 3, 3, 6
2842 Topology Matters in Fair Graph Learning: a Theoretical Pilot Study4.505.251.300.75
3, 3, 6, 6
6, 3, 6, 6
2843 Approximation ability of Transformer networks for functions with various smoothness of Besov spaces: error analysis and token extraction4.505.000.000.50
3, 5, 5, 5
5, 5, 5, 5
2844 Reinforcement Logic Rule Learning for Temporal Point Processes 4.504.501.500.00
6, 3, 3, 6
6, 3, 3, 6
2845 UNDERSTANDING HTML WITH LARGE LANGUAGE MODELS4.505.250.430.75
5, 5, 3, 5
5, 5, 5, 6
2846 Semi-Autoregressive Energy Flows: Towards Determinant-Free Training of Normalizing Flows4.504.251.30-0.25
6, 3, 6, 3
6, 3, 5, 3
2847 ACE-EM: Boosted ab initio Cryo-EM 3D Reconstruction with Asymmetric Complementary Autoencoder4.504.751.090.25
6, 6, 3, 3
5, 6, 5, 3
2848 A Fast, Well-Founded Approximation to the Empirical Neural Tangent Kernel4.505.250.430.75
5, 5, 5, 3
6, 5, 5, 5
2849 Towards Unsupervised Time Series Representation Learning: A Decomposition Perspective4.504.501.500.00
6, 6, 3, 3
6, 6, 3, 3
2850 Steerable Equivariant Representation Learning4.504.751.090.25
5, 3, 5, 5
5, 3, 6, 5
2851 Federated Learning with Heterogeneous Label Noise: A Dual Structure Approach4.504.500.870.00
5, 3, 5, 5
5, 3, 5, 5
2852 Spatiotemporal Modeling of Multivariate Signals with Graph Neural Networks and Structured State Space Models4.504.500.870.00
5, 5, 5, 3
5, 5, 5, 3
2853 ConserWeightive Behavioral Cloning for Reliable Offline Reinforcement Learning4.505.001.220.50
5, 5, 3, 5
5, 6, 3, 6
2854 ProtFIM: Fill-in-Middle Protein Sequence Design via Protein Language Models4.504.500.870.00
3, 5, 5, 5
3, 5, 5, 5
2855 MUG: Interactive Multimodal Grounding on User Interfaces4.504.500.870.00
3, 5, 5, 5
3, 5, 5, 5
2856 SIMPLE: A Gradient Estimator for k-Subset Sampling4.505.251.300.75
6, 3, 3, 6
6, 3, 6, 6
2857 Greedy Information Maximization for Online Feature Selection4.504.501.120.00
6, 5, 3, 3, 5, 5
6, 5, 3, 3, 5, 5
2858 Koopman Operator Learning for Accelerating Quantum Optimization and Machine Learning4.504.501.500.00
6, 3, 6, 3
6, 3, 6, 3
2859 Projective Proximal Gradient Descent for Nonconvex Nonsmooth Optimization: Fast Convergence Without Kurdyka-Lojasiewicz (KL) Property4.505.751.791.25
3, 6, 6, 3
8, 6, 6, 3
2860 Variable Compositionality Reliably Emerges in Neural Networks4.505.000.000.50
3, 5, 5, 5
5, 5, 5, 5
2861 Causally-guided Regularization of Graph Attention improves Generalizability4.504.500.870.00
3, 5, 5, 5
3, 5, 5, 5
2862 A Simple Approach for State-Action Abstraction using a Learned MDP Homomorphism4.504.501.500.00
6, 3, 3, 6
6, 3, 3, 6
2863 Optimal Transport-Based Supervised Graph Summarization4.505.501.801.00
3, 3, 6, 6
5, 3, 6, 8
2864 Double Wins: Boosting Accuracy and Efficiency of Graph Neural Networks by Reliable Knowledge Distillation4.504.501.500.00
6, 3, 6, 3
6, 3, 6, 3
2865 Beam Tree Recursive Cells4.505.750.431.25
5, 5, 3, 5
6, 5, 6, 6
2866 Cross-Silo Training of Differentially Private Models with Secure Multiparty Computation4.504.501.500.00
3, 6, 6, 3
3, 6, 6, 3
2867 Illusory Adversarial Attacks on Sequential Decision-Makers and Countermeasures4.505.250.430.75
5, 5, 3, 5
5, 6, 5, 5
2868 Catastrophic overfitting is a bug but it is caused by features4.505.500.501.00
6, 3, 6, 3
6, 5, 6, 5
2869 Robust Universal Adversarial Perturbations4.504.751.090.25
5, 3, 5, 5
6, 3, 5, 5
2870 SARNET: SARCASM VS TRUE-HATE DETECTION NETWORK4.504.500.870.00
5, 5, 5, 3
5, 5, 5, 3
2871 On Gradient Descent Convergence beyond the Edge of Stability4.505.250.430.75
5, 3, 5, 5
6, 5, 5, 5
2872 Robustifying Language Models via Adversarial Training with Masked Gradient4.504.500.870.00
5, 5, 5, 3
5, 5, 5, 3
2873 Convexifying Transformers: Improving optimization and understanding of transformer networks4.504.500.870.00
5, 5, 3, 5
5, 5, 3, 5
2874 TimeSeAD: Benchmarking Deep Time-Series Anomaly Detection4.504.500.870.00
5, 5, 5, 3
5, 5, 5, 3
2875 Internet-augmented language models through few-shot prompting for open-domain question answering4.505.001.220.50
6, 6, 3, 3
6, 6, 3, 5
2876 Generalized Belief Transport4.504.502.060.00
5, 6, 6, 1
5, 6, 6, 1
2877 Maximal Correlation-Based Post-Nonlinear Learning for Bivariate Causal Discovery4.504.501.500.00
6, 6, 3, 3
6, 6, 3, 3
2878 Interactive Sequential Generative Models4.504.751.090.25
3, 6, 3, 6
5, 5, 3, 6
2879 Relaxed Attention for Transformer Models4.504.500.870.00
5, 5, 3, 5
5, 5, 3, 5
2880 Vector Quantization and Shifting: Exploiting Latent Properties to Optimize Neural Codecs4.505.001.220.50
6, 3, 3, 6
6, 5, 3, 6
2881 MARLlib: Extending RLlib for Multi-agent Reinforcement Learning4.504.500.870.00
5, 3, 5, 5
5, 3, 5, 5
2882 Energy Consumption-Aware Tabular Benchmarks for Neural Architecture Search4.504.500.870.00
3, 5, 5, 5
3, 5, 5, 5
2883 Query The Agent: Improving Sample Efficiency Through Epistemic Uncertainty Estimation4.504.500.870.00
5, 5, 3, 5
5, 5, 3, 5
2884 Cold Posteriors through PAC-Bayes4.504.500.870.00
5, 3, 5, 5
5, 3, 5, 5
2885 Toward Effective Deep Reinforcement Learning for 3D Robotic Manipulation: End-to-End Learning from Multimodal Raw Sensory Data4.505.251.790.75
5, 3, 5, 5
8, 3, 5, 5
2886 ChemAlgebra : Algebraic Reasoning on Chemical Reactions4.505.200.400.70
6, 3, 3, 6
5, 5, 5, 5, 6
2887 Improving Adversarial Robustness via Frequency Regularization4.504.500.870.00
5, 3, 5, 5
5, 3, 5, 5
2888 $omega$GNNs: Deep Graph Neural Networks Enhanced by Multiple Propagation Operators4.504.500.870.00
5, 5, 3, 5
5, 5, 3, 5
2889 Learning from Asymmetrically-corrupted Data in Regression for Sensor Magnitude4.504.502.060.00
6, 1, 6, 5
6, 1, 6, 5
2890 Modeling the Uncertainty with Maximum Discrepant Students for Semi-supervised 2D Pose Estimation4.504.500.870.00
5, 3, 5, 5
5, 3, 5, 5
2891 Adversarial Causal Augmentation for Graph Covariate Shift4.504.501.500.00
6, 3, 3, 6
6, 3, 3, 6
2892 On the Robustness of Randomized Ensembles to Adversarial Perturbations4.505.501.801.00
6, 6, 3, 3
6, 8, 5, 3
2893 Deep Transformer Q-Networks for Partially Observable Reinforcement Learning4.504.502.060.00
6, 6, 5, 1
6, 6, 5, 1
2894 Visual Expertise and the Log-Polar Transform Explain Image Inversion Effects4.504.500.870.00
3, 5, 5, 5
3, 5, 5, 5
2895 FedDebias: Reducing the Local Learning Bias Improves Federated Learning on Heterogeneous Data4.504.500.870.00
5, 3, 5, 5
5, 3, 5, 5
2896 Best Possible Q-Learning4.504.501.500.00
3, 6, 6, 3
3, 6, 6, 3
2897 Self-Supervised Logit Adjustment4.505.500.501.00
5, 5, 3, 5
6, 5, 6, 5
2898 Leaves: Learning Views for Time-Series Data in Contrastive Learning4.504.500.870.00
3, 5, 5, 5
3, 5, 5, 5
2899 DeepGuiser: Learning to Disguise Neural Architectures for Impeding Adversarial Transfer Attacks4.504.251.30-0.25
3, 6, 3, 6
3, 5, 3, 6
2900 The Cost of Privacy in Fair Machine Learning4.504.500.870.00
3, 5, 5, 5
3, 5, 5, 5
2901 When Majorities Prevent Learning: Eliminating Bias to Improve Worst-group and Out-of-distribution Generalization4.504.751.090.25
3, 5, 5, 5
3, 6, 5, 5
2902 Fairness-Aware Model-Based Multi-Agent Reinforcement Learning for Traffic Signal Control4.504.500.870.00
5, 5, 5, 3
5, 5, 5, 3
2903 Learning Unified Representations for Multi-Resolution Face Recognition4.504.500.870.00
5, 3, 5, 5
5, 3, 5, 5
2904 Graph Signal Sampling for Inductive One-Bit Matrix Completion: a Closed-form Solution4.505.002.120.50
6, 3, 3, 6
8, 3, 3, 6
2905 Adaptive Weight Decay: On The Fly Weight Decay Tuning for Improving Robustness4.504.751.090.25
5, 3, 5, 5
6, 3, 5, 5
2906 Machine Unlearning of Federated Clusters4.505.751.791.25
6, 3, 3, 6
6, 6, 3, 8
2907 Link Prediction with Non-Contrastive Learning4.505.500.501.00
3, 5, 5, 5
5, 6, 6, 5
2908 Goal-Space Planning with Subgoal Models4.504.500.870.00
5, 5, 5, 3
5, 5, 5, 3
2909 Learning Unsupervised Forward Models from Object Keypoints4.505.751.301.25
3, 5, 5, 5
5, 5, 5, 8
2910 Meta Temporal Point Processes4.505.751.791.25
3, 5, 5, 5
3, 6, 6, 8
2911 DCI-ES: An Extended Disentanglement Framework with Connections to Identifiability4.506.500.872.00
3, 5, 5, 5
6, 6, 6, 8
2912 OTCOP: Learning optimal transport maps via constraint optimizations4.504.501.500.00
6, 6, 3, 3
6, 6, 3, 3
2913 Graduated Non-Convexity for Robust Self-Trained Language Understanding4.504.501.500.00
3, 6, 6, 3
3, 6, 6, 3
2914 SemSup-XC: Semantic Supervision for Extreme Classification4.504.500.870.00
5, 5, 5, 3
5, 5, 5, 3
2915 Wide Graph Neural Network4.504.002.12-0.50
6, 5, 1, 6
6, 3, 1, 6
2916 Integrating Episodic and Global Novelty Bonuses for Efficient Exploration4.505.500.501.00
5, 3, 5, 5
6, 5, 5, 6
2917 Dynamics-aware Skill Generation from Behaviourally Diverse Demonstrations4.504.501.500.00
6, 3, 6, 3
6, 3, 6, 3
2918 Calibrating Transformers via Sparse Gaussian Processes4.505.001.220.50
3, 6, 3, 6
5, 6, 3, 6
2919 When to Trust Aggregated Gradients: Addressing Negative Client Sampling in Federated Learning4.504.751.090.25
5, 5, 3, 5
6, 5, 3, 5
2920 Domain-Unified Prompt Representations for Source-Free Domain Generalization4.504.751.090.25
5, 5, 3, 5
6, 5, 3, 5
2921 Disentangling Learning Representations with Density Estimation4.505.750.431.25
5, 5, 3, 5
6, 5, 6, 6
2922 A Risk-Averse Equilibrium for Multi-Agent Systems4.504.251.30-0.25
6, 3, 6, 3
6, 3, 5, 3
2923 A Learning Based Hypothesis Test for Harmful Covariate Shift4.505.750.431.25
5, 5, 3, 5
6, 6, 5, 6
2924 On the Relationship Between Adversarial Robustness and Decision Region in Deep Neural Networks4.505.001.220.50
5, 3, 5, 5
6, 3, 5, 6
2925 Noether Embeddings: Fast Temporal Association Mining4.505.000.000.50
5, 5, 5, 3
5, 5, 5, 5
2926 Poisson Process for Bayesian Optimization4.504.500.870.00
5, 5, 5, 3
5, 5, 5, 3
2927 Where prior learning can and can't work in unsupervised inverse problems4.504.501.500.00
6, 6, 3, 3
6, 6, 3, 3
2928 Jointist: Simultaneous Improvement of Multi-instrument Transcription and Music Source Separation via Joint Training4.504.501.500.00
6, 3, 3, 6
6, 3, 3, 6
2929 An Evolutionary Approach to Dynamic Introduction of Tasks in Large-scale Multitask Learning Systems4.504.502.060.00
1, 6, 6, 5
1, 6, 6, 5
2930 Schedule-Robust Online Continual Learning4.504.500.870.00
3, 5, 5, 5
3, 5, 5, 5
2931 Contrastive Hierarchical Clustering4.504.751.090.25
3, 5, 5, 5
3, 5, 6, 5
2932 ESP: Exponential Smoothing on Perturbations for Increasing Robustness to Data Corruptions4.504.751.090.25
5, 5, 5, 3
5, 6, 5, 3
2933 Multiple Invertible and Equivariant Transformation for Disentanglement in VAEs4.504.500.870.00
5, 5, 3, 5
5, 5, 3, 5
2934 Bayesian semi-supervised learning with a principled likelihood from a generative model of data curation4.505.251.790.75
5, 5, 3, 5
5, 8, 3, 5
2935 Emergent Communication with Attention4.504.500.870.00
5, 3, 5, 5
5, 3, 5, 5
2936 Self-Consistent Learning: Cooperation between Generators and Discriminators4.505.001.220.50
1, 5, 6, 6
3, 5, 6, 6
2937 Personalized Decentralized Bilevel Optimization over Stochastic and Directed Networks4.504.500.870.00
5, 3, 5, 5
5, 3, 5, 5
2938 Can you Trust your Disentanglement?4.504.502.690.00
8, 6, 3, 1
8, 6, 3, 1
2939 Dr-Fairness: Dynamic Data Ratio Adjustment for Fair Training on Real and Generated Data4.505.000.000.50
5, 5, 3, 5
5, 5, 5, 5
2940 Adversarially Robust Neural Lyapunov Control4.504.500.870.00
5, 5, 5, 3
5, 5, 5, 3
2941 Temporally-Weighted Spike Encoding for Event-based Object Detection and Classification4.504.501.500.00
3, 3, 6, 6
3, 3, 6, 6
2942 What does a platypus look like? Generating customized prompts for zero-shot image classification4.505.002.120.50
6, 3, 3, 6
8, 3, 3, 6
2943 Hybrid RL: Using both offline and online data can make RL efficient4.506.500.872.00
1, 5, 6, 6
6, 6, 8, 6
2944 Scalable and Privacy-enhanced Graph Generative Model for Graph Neural Networks4.504.501.500.00
3, 6, 6, 3
3, 6, 6, 3
2945 Understanding Hindsight Goal Relabeling Requires Rethinking Divergence Minimization4.505.001.220.50
1, 6, 6, 5
3, 6, 6, 5
2946 Momentum Diminishes the Effect of Spectral Bias in Physics-Informed Neural Networks4.505.252.590.75
3, 1, 8, 6
6, 1, 8, 6
2947 SeqSHAP: Subsequence Level Shapley Value Explanations for Sequential Predictions4.505.250.430.75
5, 5, 3, 5
5, 5, 6, 5
2948 Group-level Brain Decoding with Deep Learning4.504.751.090.25
3, 5, 5, 5
3, 5, 5, 6
2949 The Continuous CNN: from Task-Specific to Unified CNN Architecture4.505.251.300.75
3, 3, 6, 6
6, 3, 6, 6
2950 TransformMix: Learning Transformation and Mixing Strategies for Sample-mixing Data Augmentation4.504.500.870.00
3, 5, 5, 5
3, 5, 5, 5
2951 Disentangled Knowledge Transfer: A New Perspective for Personalized Federated Learning4.504.751.090.25
3, 5, 5, 5
3, 5, 6, 5
2952 DADAO: Decoupled Accelerated Decentralized Asynchronous Optimization4.504.500.870.00
3, 5, 5, 5
3, 5, 5, 5
2953 Defense against Backdoor Attacks via Identifying and Purifying Bad Neurons4.504.500.870.00
5, 5, 3, 5
5, 5, 3, 5
2954 DSP: Dynamic Semantic Prototype for Generative Zero-Shot Learning4.504.500.870.00
5, 5, 5, 3
5, 5, 5, 3
2955 Topic Aware Transformer: Domain Shift for Unconditional Text Generation Model4.504.501.500.00
6, 6, 3, 3
6, 6, 3, 3
2956 AutoSparse: Towards Automated Sparse Training4.504.671.250.17
5, 5, 3, 3, 5, 6
5, 6, 3, 3, 5, 6
2957 Bootstrap Motion Forecasting With Self-Consistent Constraints4.506.001.221.50
5, 3, 5, 5
8, 5, 5, 6
2958 Learning to Split for Automatic Bias Detection4.506.001.221.50
3, 6, 3, 6
5, 8, 5, 6
2959 Physics-empowered Molecular Representation Learning4.504.751.090.25
3, 5, 5, 5
3, 5, 6, 5
2960 FedGSNR: Accelerating Federated Learning on Non-IID Data via Maximum Gradient Signal to Noise Ratio4.504.501.500.00
6, 3, 3, 6
6, 3, 3, 6
2961 Light-weight probing of unsupervised representations for Reinforcement Learning4.504.501.500.00
6, 3, 3, 6
6, 3, 3, 6
2962 Watch What You Pretrain For: Targeted, Transferable Adversarial Examples on Self-Supervised Speech Recognition models4.505.251.300.75
3, 6, 6, 3
6, 6, 6, 3
2963 Shot Retrieval and Assembly with Text Script for Video Montage Generation4.505.001.220.50
3, 6, 3, 6
5, 6, 3, 6
2964 Towards Expressive Graph Representations for Graph Neural Networks4.504.500.870.00
5, 3, 5, 5
5, 3, 5, 5
2965 Efficient, Stable, and Analytic Differentiation of the Sinkhorn Loss4.504.501.500.00
3, 6, 6, 3
3, 6, 6, 3
2966 Dynamical Isometry for Residual Networks4.504.501.500.00
6, 3, 3, 6
6, 3, 3, 6
2967 Deep Learning meets Nonparametric Regression: Are Weight-Decayed DNNs Locally Adaptive?4.505.750.431.25
3, 5, 5, 5
5, 6, 6, 6
2968 Minibatch Stochastic Three Points Method for Unconstrained Smooth Minimization4.504.500.870.00
5, 3, 5, 5
5, 3, 5, 5
2969 Least-to-Most Prompting Enables Complex Reasoning in Large Language Models4.506.500.872.00
6, 1, 6, 5
6, 8, 6, 6
2970 Approximate Bayesian Inference with Stein Functional Variational Gradient Descent4.505.250.430.75
5, 3, 5, 5
5, 6, 5, 5
2971 Contextual Symbolic Policy For Meta-Reinforcement Learning4.504.500.870.00
5, 3, 5, 5
5, 3, 5, 5
2972 Node Classification Beyond Homophily: Towards a General Solution4.504.501.500.00
6, 3, 3, 6
6, 3, 3, 6
2973 Decouple Graph Neural Networks: Train Multiple Simple GNNs Simultaneously Instead of One4.504.500.870.00
5, 5, 3, 5
5, 5, 5, 3
2974 On the Effectiveness of Adapting Pre-trained Transformer Models via Adversarial Noise4.504.500.870.00
3, 5, 5, 5
3, 5, 5, 5
2975 A UNIFIED VIEW OF FINDING AND TRANSFORMING WINNING LOTTERY TICKETS4.504.501.500.00
6, 3, 3, 6
6, 3, 3, 6
2976 Revisiting Group Robustness: Class-specific Scaling is All You Need4.505.501.801.00
3, 3, 6, 6
3, 5, 6, 8
2977 DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models4.505.250.430.75
5, 5, 3, 5
6, 5, 5, 5
2978 Gamma Sampling: Fine-grained Controlling Language Models without Training4.505.250.430.75
5, 5, 5, 3
5, 5, 6, 5
2979 Parameter Averaging for Feature Ranking4.504.500.870.00
5, 5, 3, 5
5, 5, 3, 5
2980 Stochastic Differentially Private and Fair Learning4.505.501.801.00
3, 5, 5, 5
3, 6, 8, 5
2981 SegNeRF: 3D Part Segmentation with Neural Radiance Fields4.504.500.870.00
3, 5, 5, 5
3, 5, 5, 5
2982 Is Self-Supervised Contrastive Learning More Robust Than Supervised Learning?4.504.500.870.00
3, 5, 5, 5
3, 5, 5, 5
2983 Correcting the Sub-optimal Bit Allocation4.504.502.690.00
8, 1, 6, 3
8, 1, 6, 3
2984 Partial transportability for domain generalization4.504.501.500.00
3, 3, 6, 6
3, 3, 6, 6
2985 Neural Attention Memory4.504.501.500.00
6, 6, 3, 3
6, 6, 3, 3
2986 Meta Optimal Transport4.505.250.430.75
5, 3, 5, 5
5, 5, 5, 6
2987 Efficient Exploration via Fragmentation and Recall4.505.250.430.75
5, 5, 5, 3
5, 6, 5, 5
2988 CLEP: Exploiting Edge Partitioning for Graph Contrastive Learning4.404.401.960.00
8, 5, 3, 3, 3
8, 5, 3, 3, 3
2989 Behavior Proximal Policy Optimization 4.405.001.100.60
5, 3, 6, 5, 3
5, 6, 6, 5, 3
2990 Representation Power of Graph Convolutions : Neural Tangent Kernel Analysis4.404.401.960.00
3, 5, 3, 3, 8
3, 5, 3, 3, 8
2991 Accuracy Boosters: Epoch-Driven Mixed-Mantissa Block Floating-Point for DNN Training4.404.602.060.20
5, 3, 8, 3, 3
6, 3, 8, 3, 3
2992 End-to-end Invariance Learning with Relational Inductive Biases in Multi-Object Robotic Manipulation4.404.001.26-0.40
5, 6, 5, 3, 3
5, 6, 3, 3, 3
2993 Homotopy-based training of NeuralODEs for accurate dynamics discovery4.404.401.200.00
3, 5, 3, 6, 5
3, 5, 3, 6, 5
2994 Learning To Invert: Simple Adaptive Attacks for Gradient Inversion in Federated Learning4.404.401.200.00
5, 6, 3, 5, 3
5, 6, 3, 5, 3
2995 Robustify Transformers with Robust Kernel Density Estimation4.404.200.98-0.20
3, 6, 5, 3, 5
3, 5, 5, 3, 5
2996 M-L2O: Towards Generalizable Learning-to-Optimize by Test-Time Fast Self-Adaptation4.406.401.362.00
5, 3, 3, 6, 5
5, 5, 8, 8, 6
2997 Node Importance Specific Meta Learning in Graph Neural Networks4.404.401.200.00
5, 5, 6, 3, 3
5, 5, 6, 3, 3
2998 Self-supervised Speech Enhancement using Multi-Modal Data4.404.600.800.20
3, 5, 6, 3, 5
3, 5, 5, 5, 5
2999 Conditional Invariances for Conformer Invariant Protein Representations4.404.401.200.00
3, 6, 5, 3, 5
3, 6, 5, 3, 5
3000 HOYER REGULARIZER IS ALL YOU NEED FOR EXTREMELY SPARSE SPIKING NEURAL NETWORKS4.405.601.201.20
5, 6, 3, 3, 5
5, 8, 5, 5, 5
3001 Breaking Beyond COCO Object Detection4.404.601.360.20
3, 5, 3, 6, 5
3, 6, 3, 6, 5
3002 A Deep Conjugate Direction Method for Iteratively Solving Linear Systems4.404.401.960.00
3, 3, 5, 3, 8
3, 3, 5, 3, 8
3003 Topology-aware robust optimization4.405.201.170.80
3, 5, 5, 3, 6
6, 5, 6, 3, 6
3004 Decoupling Concept Bottleneck Model4.405.601.621.20
3, 5, 5, 3, 6
6, 6, 5, 3, 8
3005 Active Topological Mapping by Metric-Free Exploration via Task and Motion Imitation4.404.601.360.20
3, 3, 5, 5, 6
3, 3, 5, 6, 6
3006 pFedKT: Personalized Federated Learning via Knowledge Transfer4.334.330.940.00
5, 5, 3
5, 5, 3
3007 Deep Reinforcement Learning based Insight Selection Policy4.334.330.940.00
5, 3, 5
5, 3, 5
3008 Coreset for Rational Functions4.334.330.940.00
5, 5, 3
5, 5, 3
3009 Improving the Calibration of Fine-tuned Language Models via Denoising Variational Auto-Encoders4.336.000.001.67
5, 3, 5
6, 6, 6
3010 An Experiment Design Paradigm using Joint Feature Selection and Task Optimization4.334.330.940.00
3, 5, 5
3, 5, 5
3011 Deep Latent State Space Models for Time-Series Generation4.334.330.940.00
5, 3, 5
5, 3, 5
3012 Covariance Matrix Adaptation MAP-Annealing4.334.330.940.00
3, 5, 5
3, 5, 5
3013 AutoMoE: Neural Architecture Search for Efficient Sparsely Activated Transformers4.334.330.940.00
5, 3, 5
5, 3, 5
3014 Kuiper: Moderated Asynchronous Federated Learning on Heterogeneous Mobile Devices with Non-IID Data4.334.671.250.33
3, 5, 5
3, 6, 5
3015 A Computationally Efficient Sparsified Online Newton Method4.334.330.940.00
3, 5, 5
3, 5, 5
3016 Outlier-Robust Group Inference via Gradient Space Clustering4.334.330.940.00
5, 3, 5
5, 3, 5
3017 The Vendi Score: A Diversity Evaluation Metric for Machine Learning4.335.000.000.67
5, 5, 3
5, 5, 5
3018 Designing and Using Goal-Conditioned Tools4.334.330.940.00
5, 5, 3
5, 5, 3
3019 BertNet: Harvesting Knowledge Graphs from Pretrained Language Models4.334.330.940.00
5, 3, 5
5, 3, 5
3020 3D Surface Reconstruction in the Wild by Deforming Shape Priors from Synthetic Data4.334.330.940.00
5, 5, 3
5, 5, 3
3021 Linkless Link Prediction via Relational Distillation4.336.001.411.67
5, 3, 5
5, 8, 5
3022 DIGEST: FAST AND COMMUNICATION EFFICIENT DECENTRALIZED LEARNING WITH LOCAL UPDATES4.334.330.940.00
5, 3, 5
5, 3, 5
3023 Learning to Improve Code Efficiency4.334.330.940.00
5, 3, 5
5, 3, 5
3024 Aging with GRACE: Lifelong Model Editing with Key-Value Adaptors4.335.330.471.00
5, 5, 3
5, 5, 6
3025 Contrastive Vision Transformer for Self-supervised Out-of-distribution Detection4.334.330.940.00
3, 5, 5
3, 5, 5
3026 Selection Collider Bias in Large Language Models4.334.330.940.00
5, 3, 5
5, 3, 5
3027 Mind the Privacy Budget: How Generative Models Spend their Privacy Budgets4.334.330.940.00
5, 3, 5
5, 3, 5
3028 MAD for Robust Reinforcement Learning in Machine Translation4.334.330.940.00
3, 5, 5
3, 5, 5
3029 Zero-Shot Retrieval with Search Agents and Hybrid Environments4.334.330.940.00
5, 5, 3
5, 5, 3
3030 Learning the Visualness of Text Using Large Vision-Language Models4.334.330.940.00
5, 5, 3
5, 5, 3
3031 Explanation Uncertainty with Decision Boundary Awareness4.334.330.940.00
3, 5, 5
3, 5, 5
3032 Do We Really Need Labels for Backdoor Defense?4.334.330.940.00
5, 5, 3
5, 5, 3
3033 Non-Gaussian Process Regression4.334.330.940.00
5, 5, 3
5, 5, 3
3034 The Adversarial Regulation of the Temporal Difference Loss Costs More Than Expected4.334.330.940.00
5, 3, 5
5, 3, 5
3035 A Subspace Correction Method for ReLU Neural Networks for Solving PDEs4.334.330.940.00
3, 5, 5
3, 5, 5
3036 $mathcal{O}$-GNN: incorporating ring priors into molecular modeling4.336.331.252.00
3, 5, 5
6, 5, 8
3037 Graph Contrastive Learning with Model Perturbation4.334.330.940.00
5, 5, 3
5, 5, 3
3038 Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models4.335.330.471.00
3, 5, 5
6, 5, 5
3039 Brain2GAN; Reconstructing perceived faces from the primate brain via StyleGAN34.334.671.250.33
3, 5, 5
3, 5, 6
3040 Learning to Cooperate and Communicate Over Imperfect Channels4.334.330.940.00
3, 5, 5
3, 5, 5
3041 Towards Federated Learning of Deep Graph Neural Networks4.334.671.250.33
3, 5, 5
3, 6, 5
3042 Hidden Markov Mixture of Gaussian Process Functional Regression: Utilizing Multi-Scale Structure for Time-Series Forecasting4.334.330.940.00
3, 5, 5
3, 5, 5
3043 Multivariate Time Series Forecasting By Graph Attention Networks With Theoretical Guarantees4.334.330.940.00
5, 5, 3
5, 5, 3
3044 Hierarchical Prototypes for Unsupervised Dynamics Generalization in Model-Based Reinforcement Learning4.334.330.940.00
3, 5, 5
3, 5, 5
3045 Learning to Register Unbalanced Point Pairs4.334.002.16-0.33
6, 6, 1
6, 5, 1
3046 Thinking fourth dimensionally: Treating Time as a Random Variable in EBMs4.334.330.940.00
5, 3, 5
5, 3, 5
3047 FedProp: Cross-client Label Propagation for Federated Semi-supervised Learning4.334.251.30-0.08
3, 5, 5
3, 6, 5, 3
3048 Scalable Multi-Modal Continual Meta-Learning4.334.330.940.00
5, 3, 5
5, 3, 5
3049 DeepGRAND: Deep Graph Neural Diffusion4.334.330.940.00
5, 3, 5
5, 3, 5
3050 ASIF: coupled data turns unimodal models to multimodal without training4.335.000.000.67
3, 5, 5
5, 5, 5
3051 Two-Dimensional Weisfeiler-Lehman Graph Neural Networks for Link Prediction4.334.330.940.00
5, 5, 3
5, 5, 3
3052 Inverse Learning with Extremely Sparse Feedback for Recommendation4.334.330.940.00
5, 3, 5
5, 3, 5
3053 CLUTR: Curriculum Learning via Unsupervised Task Representation Learning4.334.330.940.00
5, 5, 3
5, 5, 3
3054 Local Distance Preserving Auto-encoders using Continuous k-Nearest Neighbours Graphs4.333.670.94-0.67
5, 5, 3
5, 3, 3
3055 On Regularization for Explaining Graph Neural Networks: An Information Theory Perspective4.334.332.360.00
6, 1, 6
6, 1, 6
3056 COMNET : CORTICAL MODULES ARE POWERFUL4.335.330.471.00
5, 3, 5
5, 5, 6
3057 Weakly-Supervised Domain Adaptation in Federated Learning4.335.250.430.92
3, 5, 5
5, 6, 5, 5
3058 Text and Patterns: For Effective Chain of Thought It Takes Two to Tango4.334.330.940.00
5, 3, 5
5, 3, 5
3059 How Weakly Supervised Information helps Contrastive Learning4.334.671.250.33
5, 3, 5
5, 3, 6
3060 Treatment Effect Estimation with Collider Bias and Confounding Bias4.334.330.940.00
5, 3, 5
5, 3, 5
3061 Eigenvalue Initialisation and Regularisation for Koopman Autoencoders4.334.330.940.00
5, 5, 3
5, 5, 3
3062 A Quasistatic Derivation of Optimization Algorithms' Exploration on Minima Manifolds4.334.330.940.00
3, 5, 5
3, 5, 5
3063 A Deep Learning Framework for Musical Acoustics Simulations4.334.330.940.00
3, 5, 5
3, 5, 5
3064 Amos: An Adam-style Optimizer with Adaptive Weight Decay towards Model-Oriented Scale4.334.330.940.00
5, 3, 5
5, 3, 5
3065 Anamnesic Neural Differential Equations with Orthogonal Polynomial Projections4.336.000.001.67
1, 6, 6
6, 6, 6
3066 uGLAD: A deep learning model to recover conditional independence graphs4.334.330.940.00
5, 3, 5
5, 3, 5
3067 Spatially Resolved Temporal Networks: Online Unsupervised Representation Learning of High Frequency Time Series4.334.330.940.00
5, 5, 3
5, 5, 3
3068 How does overparametrization affect performance on minority groups?4.333.800.98-0.53
5, 3, 5
5, 3, 5, 3, 3
3069 G-CEALS: Gaussian Cluster Embedding in Autoencoder Latent Space for Tabular Data Representation4.334.671.250.33
5, 3, 5
5, 3, 6
3070 Performance Disparities Between Accents in Automatic Speech Recognition4.334.330.940.00
3, 5, 5
3, 5, 5
3071 Towards Estimating Transferability using Hard Subsets4.335.330.471.00
5, 5, 3
5, 5, 6
3072 Trust Your $nabla$: Gradient-based Intervention Targeting for Causal Discovery4.334.500.870.17
5, 5, 3
5, 5, 3, 5
3073 Uncovering the Effectiveness of Calibration on Open Intent Classification4.333.670.94-0.67
3, 5, 5
3, 5, 3
3074 Lossy Compression with Gaussian Diffusion4.334.330.940.00
5, 5, 3
5, 5, 3
3075 Deep Generative Wasserstein Gradient Flows4.334.330.940.00
5, 3, 5
5, 3, 5
3076 DISCO-DANCE: Learning to Discover Skills with Guidance4.334.330.940.00
3, 5, 5
3, 5, 5
3077 Pareto Optimization for Active Learning under Out-of-Distribution Data Scenarios4.335.672.051.33
5, 3, 5
8, 3, 6
3078 Non-Parametric State-Space Models: Identifiability, Estimation and Forecasting4.336.000.001.67
5, 3, 5
6, 6, 6
3079 Grounding High Dimensional Representation Similarity by Comparing Decodability and Network Performance4.334.330.940.00
3, 5, 5
3, 5, 5
3080 Likelihood adjusted semidefinite programs for clustering heterogeneous data4.334.330.940.00
3, 5, 5
3, 5, 5
3081 Few-Shot Learning with Representative Global Prototype4.334.330.940.00
5, 3, 5
5, 3, 5
3082 Causal Knowledge Transfer from Task Affinity4.334.330.940.00
5, 5, 3
5, 5, 3
3083 Hybrid Federated Learning for Feature & Sample Heterogeneity: Algorithms and Implementation4.334.500.870.17
3, 5, 5
3, 5, 5, 5
3084 Thinking Two Moves Ahead: Anticipating Other Users Improves Backdoor Attacks in Federated Learning4.334.330.940.00
3, 5, 5
3, 5, 5
3085 Neighborhood Gradient Clustering: An Efficient Decentralized Learning Method for Non-IID Data Distributions4.335.000.000.67
3, 5, 5
5, 5, 5
3086 Predicting Drug Repurposing Candidates and Their Mechanisms from A Biomedical Knowledge Graph4.334.671.250.33
5, 5, 3
6, 5, 3
3087 Learning for Edge-Weighted Online Bipartite Matching with Robustness Guarantees4.334.330.940.00
5, 5, 3
5, 5, 3
3088 Policy-Induced Self-Supervision Improves Representation Finetuning in Visual RL4.335.001.410.67
5, 5, 3
6, 6, 3
3089 NeuralPCG: Learning Preconditioner for Solving Partial Differential Equations with Graph Neural Network4.334.330.940.00
3, 5, 5
3, 5, 5
3090 OoD-Control: Out-of-Distribution Generalization for Adaptive UAV Flight Control4.334.330.940.00
3, 5, 5
3, 5, 5
3091 Take 5: Interpretable Image Classification with a Handful of Features4.334.330.940.00
5, 3, 5
5, 3, 5
3092 A New Paradigm for Federated Structure Non-IID Subgraph Learning4.334.671.250.33
5, 3, 5
5, 3, 6
3093 Provable Unsupervised Data Sharing for Offline Reinforcement Learning4.336.670.942.33
5, 5, 3
8, 6, 6
3094 AutoDisc: Automatic Distillation Schedule for Large Language Model Compression4.334.330.940.00
3, 5, 5
3, 5, 5
3095 AdaWAC: Adaptively Weighted Augmentation Consistency Regularization for Volumetric Medical Image Segmentation4.334.330.940.00
5, 3, 5
5, 3, 5
3096 Implicit Offline Reinforcement Learning via Supervised Learning4.334.330.940.00
5, 5, 3
5, 5, 3
3097 Learnable Visual Words for Interpreting Image Recognition Models4.334.330.940.00
5, 3, 5
5, 3, 5
3098 PIPS: Path Integral Stochastic Optimal Control for Path Sampling in Molecular Dynamics4.334.330.940.00
3, 5, 5
3, 5, 5
3099 Visual Transformation Telling4.335.330.471.00
5, 3, 5
6, 5, 5
3100 OpenFE: Automated Feature Generation beyond Expert-level Performance4.336.331.252.00
3, 5, 5
8, 6, 5
3101 Learning to Count Everything: Transformer-based Trackers are Strong Baselines for Class Agnostic Counting4.334.330.940.00
5, 3, 5
5, 3, 5
3102 Optimal Neural Network Approximation of Wasserstein Gradient Direction via Convex Optimization4.334.330.940.00
3, 5, 5
3, 5, 5
3103 DELVING INTO THE HIERARCHICAL STRUCTURE FOR EFFICIENT LARGE-SCALE BI-LEVEL LEARNING4.334.330.940.00
3, 5, 5
3, 5, 5
3104 Towards predicting dynamic stability of power grids with Graph Neural Networks4.335.670.471.33
5, 5, 3
5, 6, 6
3105 ACAT: Adversarial Counterfactual Attention for Classification and Detection in Medical Imaging4.334.330.940.00
3, 5, 5
3, 5, 5
3106 Structural Generalization of Visual Imitation Learning with Position-Invariant Regularization4.334.671.250.33
5, 5, 3
5, 6, 3
3107 Generative Model Based Noise Robust Training for Unsupervised Domain Adaptation4.334.500.870.17
3, 5, 5
3, 5, 5, 5
3108 CAMVR: Context-Adaptive Multi-View Representation Learning for Dense Retrieval4.334.330.940.00
3, 5, 5
3, 5, 5
3109 BIL: Bandit Inference Learning for Online Representational Similarity Test4.334.330.940.00
3, 5, 5
3, 5, 5
3110 Spatially constrained Adversarial Attack Detection and Localization in the Representation Space of Optical Flow Networks4.334.330.940.00
3, 5, 5
3, 5, 5
3111 Coordinate and Generalize: A Unified Framework for Audio-Visual Zero-Shot Learning4.333.670.94-0.67
3, 5, 5
3, 3, 5
3112 Iterative Relaxing Gradient Projection for Continual Learning4.335.670.471.33
5, 5, 3
6, 6, 5
3113 Private GANs, Revisited4.334.330.940.00
5, 3, 5
5, 3, 5
3114 On the Dynamics under the Averaged Sample Margin Loss and Beyond4.335.002.940.67
1, 6, 6
1, 8, 6
3115 TT-NF: Tensor Train Neural Fields4.334.671.250.33
5, 3, 5
5, 3, 6
3116 Reward Learning with Trees: Methods and Evaluation4.334.671.250.33
3, 5, 5
3, 6, 5
3117 Learning to aggregate: A parameterized aggregator to debias aggregation for cross-device federated learning4.254.251.300.00
6, 3, 5, 3
6, 3, 5, 3
3118 Long-horizon video prediction using a dynamic latent hierarchy4.254.251.300.00
3, 3, 5, 6
3, 3, 5, 6
3119 Gene finding revisited: improved robustness through structured decoding from learning embeddings4.254.502.690.25
8, 3, 5, 1
8, 3, 6, 1
3120 Towards a Complete Theory of Neural Networks with Few Neurons4.254.251.300.00
3, 6, 3, 5
3, 6, 3, 5
3121 Gradient-Based Transfer Learning4.254.251.300.00
3, 3, 5, 6
3, 3, 5, 6
3122 Diversity Boosted Learning for Domain Generalization with a Large Number of Domains4.254.751.090.50
5, 6, 3, 3
5, 6, 5, 3
3123 The guide and the explorer: smart agents for resource-limited iterated batch reinforcement learning4.254.251.300.00
6, 5, 3, 3
6, 5, 3, 3
3124 Smooth image-to-image translations with latent space interpolations4.254.251.300.00
5, 3, 6, 3
5, 3, 6, 3
3125 Protein Sequence Design in a Latent Space via Model-based Reinforcement Learning4.254.252.170.00
3, 3, 3, 8
3, 3, 3, 8
3126 On the convergence of SGD under the over-parameter setting4.254.251.920.00
1, 6, 5, 5
1, 6, 5, 5
3127 Exphormer: Scaling Graph Transformers with Expander Graphs4.254.251.300.00
5, 3, 3, 6
5, 3, 3, 6
3128 Challenging Common Assumptions about Catastrophic Forgetting4.254.251.300.00
3, 6, 5, 3
3, 6, 5, 3
3129 How to fine-tune vision models with SGD4.254.001.00-0.25
3, 5, 3, 6
3, 5, 3, 5
3130 Machine Learning Force Fields with Data Cost Aware Training4.254.501.500.25
3, 6, 3, 5
3, 6, 3, 6
3131 A Probabilistic Framework For Modular Continual Learning4.254.251.300.00
3, 3, 5, 6
3, 3, 5, 6
3132 Automatic Data Augmentation via Invariance-Constrained Learning4.255.001.220.75
3, 5, 6, 3
3, 6, 6, 5
3133 NEURAL HAMILTONIAN FLOWS IN GRAPH NEURAL NETWORKS4.254.251.300.00
3, 3, 5, 6
3, 3, 5, 6
3134 Finding Private Bugs: Debugging Implementations of Differentially Private Stochastic Gradient Descent 4.255.001.220.75
3, 5, 6, 3
3, 6, 6, 5
3135 Boomerang: Local sampling on image manifolds using diffusion models4.254.252.170.00
3, 3, 8, 3
3, 3, 8, 3
3136 Latent Topology Induction for Understanding Contextualized Representations4.254.251.920.00
5, 1, 6, 5
5, 1, 6, 5
3137 Faster Hyperparameter Search for GNNs via Calibrated Dataset Condensation4.254.001.00-0.25
3, 5, 6, 3
3, 5, 5, 3
3138 High-dimensional Continuum Armed and High-dimensional Contextual Bandit: with Applications to Assortment and Pricing4.254.751.090.50
5, 3, 3, 6
5, 3, 5, 6
3139 Do Summarization Models Synthesize?4.254.251.300.00
3, 5, 3, 6
3, 5, 3, 6
3140 $beta$-Stochastic Sign SGD: A Byzantine Resilient and Differentially Private Gradient Compressor for Federated Learning4.254.501.500.25
3, 5, 6, 3
3, 6, 6, 3
3141 Graph Fourier MMD for signals on data graphs4.254.251.300.00
6, 3, 5, 3
6, 3, 5, 3
3142 Proportional Multicalibration4.254.251.300.00
5, 3, 3, 6
5, 3, 3, 6
3143 Effectively Modeling Time Series with Simple Discrete State Spaces4.255.501.801.25
3, 3, 3, 8
3, 6, 5, 8
3144 Tabular Deep Learning when $d gg n$ by Using an Auxiliary Knowledge Graph4.254.252.590.00
1, 3, 5, 8
1, 3, 5, 8
3145 Preserving In-Context Learning Ability in Large Language Model Fine-tuning4.254.251.300.00
6, 3, 5, 3
6, 3, 5, 3
3146 Meta-Learning with Explicit Task Information4.254.752.050.50
8, 5, 1, 3
8, 5, 3, 3
3147 Differentiable Channel Selection for Self-Attention4.254.251.300.00
6, 3, 3, 5
6, 3, 3, 5
3148 Fair Graph Message Passing with Transparency4.254.751.090.50
6, 5, 3, 3
6, 5, 3, 5
3149 Learning to reason with relational abstractions4.254.501.500.25
3, 5, 3, 6
3, 6, 3, 6
3150 General Policy Evaluation and Improvement by Learning to Identify Few But Crucial States4.254.751.090.50
3, 6, 5, 3
5, 6, 5, 3
3151 Does the Half Adversarial Robustness Represent the Whole? It Depends... A Theoretical Perspective of Subnetwork Robustness4.255.251.791.00
3, 6, 3, 5
3, 8, 5, 5
3152 Few-Shot Incremental Learning Using HyperTransformers4.254.752.050.50
5, 3, 3, 6
5, 3, 3, 8
3153 Graph schemas as abstractions for transfer learning, inference, and planning4.254.251.300.00
5, 6, 3, 3
5, 6, 3, 3
3154 Artificial Replay: A Meta-Algorithm for Harnessing Historical Data in Bandits4.254.251.300.00
5, 3, 6, 3
5, 3, 6, 3
3155 Efficient One-Shot Neural Architecture Search With Progressive Choice Freezing Evolutionary Search4.254.252.170.00
3, 8, 3, 3
3, 8, 3, 3
3156 GraphEditor: An Efficient Graph Representation Learning and Unlearning Approach4.254.751.090.50
3, 3, 6, 5
5, 3, 6, 5
3157 Towards a More Rigorous Science of Blindspot Discovery in Image Models4.254.251.300.00
3, 3, 6, 5
3, 3, 6, 5
3158 Self-supervised video pretraining yields strong image representations4.254.251.300.00
3, 3, 5, 6
3, 3, 5, 6
3159 Loop Unrolled Shallow Equilibrium Regularizer (LUSER) - A Memory-Efficient Inverse Problem Solver4.254.251.300.00
6, 3, 3, 5
6, 3, 3, 5
3160 FedLite: Improving Communication Efficiency in Federated Split Learning4.254.251.300.00
3, 6, 5, 3
3, 6, 5, 3
3161 Reinforcement Learning for Bandits with Continuous Actions and Large Context Spaces4.253.751.30-0.50
5, 3, 3, 6
3, 3, 3, 6
3162 How to Enable Uncertainty Estimation in Proximal Policy Optimization4.254.251.300.00
3, 5, 6, 3
3, 5, 6, 3
3163 Training Equilibria in Reinforcement Learning4.254.251.300.00
5, 6, 3, 3
5, 6, 3, 3
3164 Planning with Large Language Models for Code Generation4.256.252.052.00
3, 3, 8, 3
6, 8, 8, 3
3165 Conformal Prediction is Robust to Label Noise4.255.001.220.75
3, 6, 5, 3
6, 6, 5, 3
3166 MyoDex: Generalizable Representations for Dexterous Physiological Manipulation4.254.751.090.50
6, 5, 3, 3
6, 5, 5, 3
3167 On the Expressive Power of Geometric Graph Neural Networks4.255.251.791.00
3, 8, 3, 3
3, 8, 5, 5
3168 CLMIU: Commonsense Learning in Multimodal Image Understanding.4.254.251.300.00
5, 3, 3, 6
5, 3, 3, 6
3169 TOWARDS AN OBJECTIVE EVALUATION OF THE TRUSTWORTHINESS OF CLASSIFIERS4.254.252.590.00
1, 3, 8, 5
1, 3, 8, 5
3170 $sigma$Reparam: Stable Transformer Training with Spectral Reparametrization4.253.751.30-0.50
3, 3, 8, 3
3, 3, 6, 3
3171 Federated Learning on Adaptively Weighted Nodes by Bilevel Optimization4.254.501.500.25
6, 5, 3, 3
6, 6, 3, 3
3172 Removing Backdoors in Pre-trained Models by Regularized Continual Pre-training4.254.251.300.00
6, 3, 3, 5
6, 3, 3, 5
3173 Sample-efficient multi-objective molecular optimization with GFlowNets4.255.501.801.25
3, 8, 5, 1
3, 8, 6, 5
3174 Conditional Execution Of Cascaded Models Improves The Accuracy-Efficiency Trade-Off4.254.252.170.00
3, 3, 8, 3
3, 3, 8, 3
3175 DynaMS: Dyanmic Margin Selection for Efficient Deep Learning4.254.251.300.00
3, 3, 6, 5
3, 3, 6, 5
3176 Dimensionless instance segmentation by learning graph representations of point clouds4.254.252.170.00
3, 8, 3, 3
3, 8, 3, 3
3177 Semantic Prior for Weakly Supervised Class-Incremental Segmentation4.254.251.300.00
5, 3, 3, 6
5, 3, 3, 6
3178 Biological Factor Regulatory Neural Network4.254.251.300.00
3, 6, 3, 5
3, 6, 3, 5
3179 Differentiable Logic Programming for Probabilistic Reasoning4.254.251.300.00
6, 3, 5, 3
6, 3, 5, 3
3180 Graph Neural Networks as Gradient Flows: understanding graph convolutions via energy4.254.251.300.00
6, 3, 3, 5
6, 3, 3, 5
3181 Memory Learning of Multivariate Asynchronous Time Series4.254.251.300.00
5, 6, 3, 3
5, 6, 3, 3
3182 Improving Generative Flow Networks with Path Regularization4.255.250.431.00
5, 3, 6, 3
5, 5, 6, 5
3183 Contextual Transformer for Offline Reinforcement Learning4.254.251.300.00
5, 3, 3, 6
5, 3, 3, 6
3184 Improving Continual Learning by Accurate Gradient Reconstructions of the Past4.254.251.300.00
6, 3, 5, 3
6, 3, 5, 3
3185 FairGrad: Fairness Aware Gradient Descent4.255.001.220.75
3, 6, 3, 5
5, 6, 3, 6
3186 A Mathematical Framework for Characterizing Dependency Structures of Multimodal Learning4.254.251.920.00
6, 1, 5, 5
6, 1, 5, 5
3187 Unbiased Representation of Electronic Health Records for Patient Outcome Prediction4.254.251.300.00
3, 5, 6, 3
3, 5, 6, 3
3188 Identification of the Adversary from a Single Adversarial Example4.254.251.300.00
3, 3, 5, 6
3, 3, 5, 6
3189 A HIERARCHICAL FRAGMENT-BASED MODEL FOR 3D DRUG-LIKE MOLECULE GENERATION4.255.250.431.00
5, 6, 3, 3
5, 6, 5, 5
3190 Poisoning Generative Models to Promote Catastrophic Forgetting4.254.751.090.50
6, 5, 3, 3
6, 5, 3, 5
3191 Equivariant Disentangled Transformation for Domain Generalization under Combination Shift4.254.251.300.00
3, 5, 3, 6
3, 5, 3, 6
3192 Deep Contrastive Learning Approximates Ensembles of One-Class SVMs with Neural Tangent Kernels4.254.251.300.00
5, 6, 3, 3
5, 6, 3, 3
3193 Limitations of Piecewise Linearity for Efficient Robustness Certification4.255.500.501.25
6, 3, 5, 3
6, 5, 5, 6
3194 Leveraged Asymmetric Loss with Disambiguation for Multi-label Recognition with One-Positive Annotations4.254.251.300.00
3, 3, 5, 6
3, 3, 5, 6
3195 DROP: Conservative Model-based Optimization for Offline Reinforcement Learning4.255.001.220.75
3, 5, 3, 6
6, 5, 3, 6
3196 Oracles and Followers: Stackelberg Equilibria in Deep Multi-Agent Reinforcement Learning4.255.501.801.25
6, 3, 5, 3
8, 5, 6, 3
3197 What Deep Representations Should We Learn? -- A Neural Collapse Perspective4.254.001.00-0.25
3, 6, 3, 5
3, 5, 3, 5
3198 Towards Adversarially Robust Deepfake Detection: An Ensemble Approach4.256.501.502.25
3, 3, 3, 8
5, 5, 8, 8
3199 AlphaDesign: A graph protein design method and benchmark on AlphaFold DB4.254.752.170.50
5, 1, 6, 5
6, 1, 6, 6
3200 A Scalable and Exact Gaussian Process Sampler via Kernel Packets4.253.751.30-0.50
5, 3, 6, 3
3, 3, 6, 3
3201 Model ChangeLists: Characterizing Changes in ML Prediction APIs4.254.251.300.00
3, 5, 6, 3
3, 5, 6, 3
3202 Mixed Federated Learning: Joint Decentralized and Centralized Learning4.254.251.300.00
3, 6, 5, 3
3, 6, 5, 3
3203 Stable Optimization of Gaussian Likelihoods4.253.751.30-0.50
5, 3, 6, 3
3, 3, 6, 3
3204 Efficient Sequence Packing without Cross-contamination: Accelerating Large Language Models without Impacting Performance4.254.251.300.00
6, 5, 3, 3
6, 5, 3, 3
3205 Evaluating Counterfactual Explainers4.254.251.300.00
3, 5, 3, 6
3, 5, 3, 6
3206 A Reinforcement Learning Approach to Estimating Long-term Treatment Effects4.254.751.090.50
6, 3, 3, 5
6, 3, 5, 5
3207 Conceptual SCAN: Learning With and About Rules4.255.001.220.75
5, 6, 3, 3
5, 6, 3, 6
3208 Unsupervised learning of features and object boundaries from local prediction4.254.251.300.00
3, 3, 5, 6
3, 3, 5, 6
3209 MERMADE: $K$-shot Robust Adaptive Mechanism Design via Model-Based Meta-Learning4.255.500.501.25
3, 5, 3, 6
5, 6, 5, 6
3210 Unpacking Large Language Models with Conceptual Consistency4.254.252.170.00
8, 3, 3, 3
8, 3, 3, 3
3211 StarGraph: Knowledge Representation Learning based on Incomplete Two-hop Subgraph4.255.002.120.75
3, 3, 8, 3
3, 6, 8, 3
3212 Federated Training of Dual Encoding Models on Small Non-IID Client Datasets4.254.251.300.00
5, 6, 3, 3
5, 6, 3, 3
3213 REDUCING OVERSMOOTHING IN GRAPH NEURAL NETWORKS BY CHANGING THE ACTIVATION FUNCTION4.254.751.090.50
3, 3, 5, 6
5, 3, 5, 6
3214 Multitask Reinforcement Learning by Optimizing Neural Pathways4.254.251.300.00
3, 5, 6, 3
3, 5, 6, 3
3215 Input Perturbation Reduces Exposure Bias in Diffusion Models4.254.251.300.00
3, 3, 6, 5
3, 3, 6, 5
3216 RangeAugment: Efficient Online Augmentation with Range Learning4.254.252.170.00
3, 3, 3, 8
3, 3, 3, 8
3217 Privacy-Preserving Vision Transformer on Permutation-Encrypted Images4.254.001.73-0.25
5, 1, 5, 6
5, 1, 5, 5
3218 FastDiff 2: Dually Incorporating GANs into Diffusion Models for High-Quality Speech Synthesis4.254.251.300.00
5, 6, 3, 3
5, 6, 3, 3
3219 Critical Batch Size Minimizes Stochastic First-Order Oracle Complexity of Deep Learning Optimizer using Hyperparameters Close to One4.255.251.791.00
6, 5, 3, 3
8, 5, 5, 3
3220 Restricted Generative Projection for One-Class Classification and Anomaly detection4.254.251.300.00
5, 3, 3, 6
5, 3, 3, 6
3221 learning hierarchical multi-agent cooperation with long short-term intention4.254.251.300.00
6, 3, 3, 5
6, 3, 3, 5
3222 Efficient block contrastive learning via parameter-free meta-node approximation4.254.251.300.00
6, 3, 5, 3
6, 3, 5, 3
3223 Improving Model Consistency of Decentralized Federated Learning via Sharpness Aware Minimization and Multiple Gossip Approaches4.254.251.300.00
3, 3, 5, 6
3, 3, 5, 6
3224 Towards A Unified Policy Abstraction Theory and Representation Learning Approach in Markov Decision Processes4.254.751.090.50
3, 6, 3, 5
5, 6, 3, 5
3225 MetaFS: An Effective Wrapper Feature Selection via Meta Learning4.254.251.300.00
3, 3, 6, 5
3, 3, 6, 5
3226 A Time-Consistency Curriculum for Learning from Instance-Dependent Noisy Labels4.254.251.300.00
3, 6, 5, 3
3, 6, 5, 3
3227 Learning Object Affordance with Contact and Grasp Generation4.254.251.300.00
3, 5, 6, 3
3, 5, 6, 3
3228 Benchmarking Approximate k-Nearest Neighbour Search for Big High Dimensional Dynamic Data4.254.251.300.00
3, 6, 5, 3
3, 6, 5, 3
3229 k-Median Clustering via Metric Embedding: Towards Better Initialization with Differential Privacy4.254.251.300.00
5, 3, 6, 3
5, 3, 6, 3
3230 The Convergence Rate of SGD's Final Iterate: Analysis on Dimension Dependence4.254.751.090.50
3, 6, 5, 3
5, 6, 5, 3
3231 No Double Descent in PCA: Training and Pre-Training in High Dimensions4.254.251.300.00
3, 5, 3, 6
3, 5, 3, 6
3232 Diagnosing and exploiting the computational demands of videos games for deep reinforcement learning4.254.251.300.00
5, 3, 3, 6
5, 3, 3, 6
3233 Improving Information Retention in Large Scale Online Continual Learning4.254.251.300.00
3, 6, 3, 5
3, 6, 3, 5
3234 ON INJECTING NOISE DURING INFERENCE4.254.251.300.00
3, 6, 3, 5
3, 6, 3, 5
3235 Differentiable Meta-Logical Programming4.254.251.300.00
3, 5, 3, 6
3, 5, 3, 6
3236 Efficient and Stealthy Backdoor Attack Triggers are Close at Hand4.254.251.300.00
3, 3, 5, 6
3, 3, 5, 6
3237 Teaching Others is Teaching Yourself Regularization For Controllable Language Models4.254.251.300.00
3, 3, 5, 6
3, 3, 5, 6
3238 On Intriguing Layer-Wise Properties of Robust Overfitting in Adversarial Training4.254.251.300.00
3, 5, 3, 6
3, 5, 3, 6
3239 Uncertainty-Aware Meta-Learning for Multimodal Task Distributions4.254.251.300.00
5, 3, 6, 3
5, 3, 6, 3
3240 Federated Learning for Inference at Anytime and Anywhere4.255.500.501.25
3, 5, 6, 3
6, 5, 6, 5
3241 Low-Rank Graph Neural Networks Inspired by the Weak-balance Theory in Social Networks4.254.251.300.00
3, 5, 3, 6
3, 5, 3, 6
3242 Holding Monotonic Improvement and Generality for Multi-Agent Proximal Policy Optimization4.253.000.00-1.25
3, 3, 8, 3
3, 3, 3, 3
3243 Towards the gradient adjustment by loss status for Neural Network Optimization4.254.251.300.00
5, 6, 3, 3
5, 6, 3, 3
3244 Linear Video Transformer with Feature Fixation4.254.251.300.00
3, 3, 6, 5
3, 3, 6, 5
3245 Local Coefficient Optimization in Federated Learning4.254.251.300.00
3, 3, 6, 5
3, 3, 6, 5
3246 DSPNet: Towards Slimmable Pretrained Networks based on Discriminative Self-supervised Learning4.254.251.300.00
3, 3, 6, 5
3, 3, 6, 5
3247 RbX: Region-based explanations of prediction models4.255.250.431.00
3, 5, 3, 6
5, 5, 5, 6
3248 Motif-induced Graph Normalization4.254.251.300.00
5, 6, 3, 3
5, 6, 3, 3
3249 Node Number Awareness Representation for Graph Similarity Learning4.254.501.500.25
3, 5, 6, 3
3, 6, 6, 3
3250 Improving the Transferability of Adversarial Attacks through Experienced Precise Nesterov Momentum4.254.251.300.00
3, 5, 6, 3
3, 5, 6, 3
3251 Sparse Random Networks for Communication-Efficient Federated Learning4.256.500.872.25
5, 3, 6, 3
6, 6, 8, 6
3252 Imposing conservation properties in deep dynamics modeling via contrastive learning4.254.501.500.25
3, 5, 3, 6
3, 6, 3, 6
3253 Smart Multi-tenant Federated Learning4.253.500.87-0.75
3, 8, 3, 3
3, 5, 3, 3
3254 Accelerating Inverse Reinforcement Learning with Expert Bootstrapping4.254.251.300.00
3, 3, 6, 5
3, 3, 6, 5
3255 Intepreting & Improving Pretrained Language Models: A Probabilistic Conceptual Approach4.254.252.170.00
8, 3, 3, 3
8, 3, 3, 3
3256 Efficient Trojan Injection: 90% Attack Success Rate Using 0.04% Poisoned Samples4.254.751.090.50
5, 3, 3, 6
5, 5, 3, 6
3257 Deep Ensembles for Graphs with Higher-order Dependencies4.254.251.300.00
6, 3, 5, 3
6, 3, 5, 3
3258 MEGAN: Multi Explanation Graph Attention Network4.253.751.30-0.50
3, 8, 3, 3
3, 6, 3, 3
3259 Practical Approaches for Fair Learning with Multitype and Multivariate Sensitive Attributes4.254.751.090.50
1, 5, 6, 5
3, 5, 6, 5
3260 FedREP: A Byzantine-Robust, Communication-Efficient and Privacy-Preserving Framework for Federated Learning4.254.251.300.00
3, 5, 6, 3
3, 5, 6, 3
3261 Targeted Adversarial Self-Supervised Learning4.254.801.470.55
3, 6, 3, 5
6, 6, 3, 6, 3
3262 Triplet Similarity Learning on Concordance Constraint4.254.251.300.00
3, 3, 5, 6
3, 3, 5, 6
3263 Robust Transfer Learning Based on Minimax Principle4.254.251.300.00
3, 5, 6, 3
3, 5, 6, 3
3264 Interpreting Neural Networks Through the Lens of Heat Flow4.254.251.300.00
3, 5, 3, 6
3, 5, 3, 6
3265 Efficient Surrogate Gradients for Training Spiking Neural Networks4.255.251.301.00
3, 5, 3, 6
3, 6, 6, 6
3266 Graph Neural Bandits4.255.750.431.50
3, 6, 5, 3
6, 6, 5, 6
3267 Deep Power Laws for Hyperparameter Optimization4.254.751.090.50
3, 6, 3, 5
5, 6, 3, 5
3268 GeoVeX: Geospatial Vectors with Hexagonal Convolutional Autoencoders4.254.251.300.00
3, 6, 5, 3
3, 6, 5, 3
3269 MMTSA: Multi-Modal Temporal Segment Attention Network for Efficient Human Activity Recognition4.254.251.300.00
5, 3, 6, 3
5, 3, 6, 3
3270 Look Back When Surprised: Stabilizing Reverse Experience Replay for Neural Approximation4.255.252.591.00
3, 5, 8, 1
6, 6, 8, 1
3271 Multiscale Neural Operator: Learning Fast and Grid-independent PDE Solvers4.254.251.300.00
3, 6, 5, 3
3, 6, 5, 3
3272 Rethinking the Explanation of Graph Neural Network via Non-parametric Subgraph Matching4.254.252.170.00
3, 8, 3, 3
3, 8, 3, 3
3273 Q-Match: Self-Supervised Learning For Tabular Data by Matching Distributions Induced by a Queue4.254.251.300.00
3, 3, 6, 5
3, 3, 6, 5
3274 Voting from Nearest Tasks: Meta-Vote Pruning of Pretrained Models for Downstream Tasks4.254.251.300.00
3, 5, 3, 6
3, 5, 3, 6
3275 Cutting Long Gradient Flows: Decoupling End-to-End Backpropagation Based on Supervised Contrastive Learning4.255.001.220.75
3, 5, 3, 6
5, 6, 3, 6
3276 ThinkSum: Probabilistic reasoning over sets using large language models4.254.252.170.00
8, 3, 3, 3
8, 3, 3, 3
3277 Model-agnostic Measure of Generalization Difficulty4.254.252.170.00
3, 3, 3, 8
3, 3, 3, 8
3278 Hedge Your Actions: Flexible Reinforcement Learning for Complex Action Spaces4.255.002.120.75
1, 3, 5, 8
3, 3, 6, 8
3279 Online Learning for Obstacle Avoidance4.203.801.94-0.40
3, 6, 6, 5, 1
3, 6, 6, 3, 1
3280 FaDIn: Fast Discretized Inference for Hawkes Processes with General Parametric Kernels4.204.200.980.00
3, 5, 5, 5, 3
3, 5, 5, 5, 3
3281 Game-Theoretic Understanding of Misclassification4.204.201.940.00
3, 5, 6, 6, 1
3, 5, 6, 6, 1
3282 Lifting the Curse of Capacity Gap in Distilling Large Language Models4.204.200.980.00
3, 5, 5, 3, 5
3, 5, 5, 3, 5
3283 Semi-supervised learning of partial differential operators and dynamical flows4.204.200.980.00
3, 5, 5, 3, 5
3, 5, 5, 3, 5
3284 Logic-aware Pre-training of Language Models4.204.201.600.00
1, 5, 5, 5, 5
1, 5, 5, 5, 5
3285 Towards Discovering Neural Architectures from Scratch4.204.201.470.00
6, 3, 6, 3, 3
6, 3, 6, 3, 3
3286 Data Leakage in Tabular Federated Learning4.004.001.410.00
6, 3, 3
6, 3, 3
3287 Towards Robust Online Dialogue Response Generation4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3288 Formal Specifications from Natural Language4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3289 A Simple Contrastive Learning Objective for Alleviating Neural Text Degeneration4.004.001.000.00
5, 3, 5, 3
5, 3, 5, 3
3290 Moment Distributionally Robust Probabilistic Supervised Learning4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3291 Accelerating spiking neural network training using the $d$-block model4.004.001.260.00
3, 3, 6, 5, 3
3, 3, 6, 5, 3
3292 RG: OUT-OF-DISTRIBUTION DETECTION WITH REACTIVATE GRADNORM4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3293 Proximal Validation Protocol4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3294 AUTOMATIC CURRICULUM FOR UNSUPERVISED REIN- FORCEMENT LEARNING4.004.002.160.00
1, 5, 6
1, 5, 6
3295 Explicitly Maintaining Diverse Playing Styles in Self-Play4.004.001.410.00
3, 6, 3
3, 6, 3
3296 Incompatibility between Deterministic Policy and Generative Adversarial Imitation Learning4.004.001.260.00
3, 3, 6, 3, 5
3, 3, 6, 3, 5
3297 CAT: Collaborative Adversarial Training4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3298 DEFENDING BACKDOOR ATTACKS VIA ROBUSTNESS AGAINST NOISY LABEL4.004.001.000.00
5, 3, 5, 3
5, 3, 5, 3
3299 GNN Domain Adaptation using Optimal Transport4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3300 Autoregressive Graph Network for Learning Multi-step Physics4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
3301 Neural Integral Equations4.003.670.94-0.33
6, 3, 3
5, 3, 3
3302 Consistent Data Distribution Sampling for Large-scale Retrieval4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3303 Mixture of Quantized Experts (MoQE): Complementary Effect of Low-bit Quantization and Robustness4.004.001.260.00
6, 3, 3, 3, 5
6, 3, 3, 3, 5
3304 A Stable and Scalable Method for Solving Initial Value PDEs with Neural Networks4.007.001.413.00
3, 3, 6
5, 8, 8
3305 CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets4.004.751.090.75
5, 3, 3, 5
5, 3, 6, 5
3306 Forgetful causal masking makes causal language models better zero-shot learners4.004.501.500.50
1, 6, 6, 3
3, 6, 6, 3
3307 Marich: A Query-efficient & Online Model Extraction Attack using Public Data4.004.001.410.00
3, 3, 6
3, 3, 6
3308 Connecting representation and generation via masked vision-language transformer4.004.001.000.00
5, 3, 5, 3
5, 3, 5, 3
3309 Current Anomaly Detectors are Anomalous: On Semantic Treatment of OOD Inputs4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3310 Event-former: A Self-supervised Learning Paradigm for Temporal Point Processes4.004.002.120.00
3, 1, 6, 6
3, 1, 6, 6
3311 Differentiable Rendering with Reparameterized Volume Sampling4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
3312 Just Avoid Robust Inaccuracy: Boosting Robustness Without Sacrificing Accuracy4.003.670.94-0.33
3, 6, 3
3, 5, 3
3313 Invariant Aggregator for Defending against Federated Backdoor Attacks4.004.001.000.00
5, 3, 5, 3
5, 3, 5, 3
3314 UNDERSTANDING THE ROLE OF POSITIONAL ENCODINGS IN SENTENCE REPRESENTATIONS4.005.250.431.25
3, 5, 3, 5
5, 5, 5, 6
3315 Neural Networks as Paths through the Space of Representations4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
3316 From Points to Functions: Infinite-dimensional Representations in Diffusion Models4.004.001.000.00
5, 5, 3, 3
5, 5, 3, 3
3317 Skill Decision Transformer4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
3318 3D Equivariant Diffusion for Target-Aware Molecule Generation and Affinity Prediction4.005.330.471.33
3, 3, 6
5, 5, 6
3319 Optimizing the Performance of Text Classification Models by Improving the Isotropy of the Embeddings using a Joint Loss Function4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3320 A $2$-parameter Persistence Layer for Learning4.004.251.300.25
3, 5, 5, 3
3, 5, 6, 3
3321 NAG-GS: semi-implicit, accelerated and robust stochastic optimizer.4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3322 Adversarial Policies Beat Professional-Level Go AIs4.004.671.250.67
3, 6, 3
3, 6, 5
3323 Pre-train Graph Neural Networks for Brain Network Analysis4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3324 AQuaMaM: An Autoregressive, Quaternion Manifold Model for Rapidly Estimating Complex SO(3) Distributions4.004.671.250.67
3, 3, 6
5, 3, 6
3325 Multi-Objective GFlowNets4.004.672.360.67
3, 6, 3
3, 8, 3
3326 DLP: Data-Driven Label-Poisoning Backdoor Attack4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3327 ResGrad: Residual Denoising Diffusion Probabilistic Models for Text to Speech4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
3328 Semantic Transformation-based Data Augmentation for Few-Shot Learning4.004.001.410.00
3, 6, 3
3, 6, 3
3329 COC curve: operating neural networks at high accuracy and low manual effort4.005.001.411.00
6, 3, 3
6, 6, 3
3330 Wide Attention is the Way Forward for Transformers4.004.001.000.00
5, 5, 3, 3
5, 5, 3, 3
3331 Stein Variational Goal Generation for adaptive Exploration in Multi-Goal Reinforcement Learning4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3332 SAGE: Semantic-Aware Global Explanations for Named Entity Recognition4.004.001.260.00
5, 3, 6, 3, 3
5, 3, 6, 3, 3
3333 Learning Stackelberg Equilibria and Applications to Economic Design Games4.004.002.120.00
3, 1, 6, 6
3, 1, 6, 6
3334 Personalized federated composite learning with forward-backward envelopes4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3335 Attention Based Models for Cell Type Classification on Single-Cell RNA-Seq Data4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3336 Robust and accelerated single-spike spiking neural network training with applicability to challenging temporal tasks4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3337 Annealed Fisher Implicit Sampler4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3338 Differentiable and transportable structure learning4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
3339 SeKron: A Decomposition Method Supporting Many Factorization Structures4.005.002.941.00
1, 6, 5
1, 8, 6
3340 Deep Class Conditional Gaussians for Continual Learning4.005.250.431.25
3, 6, 3
5, 6, 5, 5
3341 On Feature Diversity in Energy-based Models4.004.201.600.20
5, 5, 1, 6, 3
5, 5, 1, 5, 5
3342 How does Uncertainty-aware Sample-selection Help Decision against Action Noise?4.004.001.410.00
3, 3, 6
3, 3, 6
3343 QuAFL: Federated Averaging Made Asynchronous and Communication-Efficient4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3344 Targeted Attacks on Timeseries Forecasting4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
3345 Flareon: Stealthy Backdoor Injection via Poisoned Augmentation4.004.001.410.00
3, 3, 6
3, 3, 6
3346 Multi-Head State Space Model for Sequence Modeling4.005.001.221.00
3, 6, 1, 6
3, 6, 5, 6
3347 Rewiring with Positional Encodings for GNNs4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3348 Gated Inference Network: Inferencing and Learning State-Space Models4.004.671.250.67
6, 3, 3
6, 5, 3
3349 Optimizing Spca-based Continual Learning: A Theoretical Approach4.007.001.003.00
6, 3, 1, 6
6, 8, 8, 6
3350 Transformers with Multiresolution Attention Heads4.004.001.410.00
3, 6, 3
3, 6, 3
3351 Reinforcement Learning using a Molecular Fragment Based Approach for Reaction Discovery4.004.001.260.00
3, 3, 3, 6, 5
3, 3, 3, 6, 5
3352 Learning DAGs from Fourier-Sparse Data4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3353 Momentum Boosted Episodic Memory for Improving Learning in Long-Tailed RL Environments4.004.001.000.00
5, 5, 3, 3
5, 5, 3, 3
3354 Neural Image Compression with a Diffusion-based Decoder4.004.001.410.00
3, 3, 6
3, 3, 6
3355 Caption supervision enables robust learners: a controlled study of distributionally robust model training4.004.001.790.00
6, 1, 5, 3, 5
6, 1, 5, 3, 5
3356 Pessimistic Policy Iteration for Offline Reinforcement Learning4.004.001.260.00
3, 6, 3, 3, 5
3, 6, 3, 3, 5
3357 Efficient Hyperparameter Optimization Through Tensor Completion4.004.001.000.00
5, 3, 5, 3
5, 3, 5, 3
3358 UTS: When Monotonic Value Factorisation Meets Non-monotonic and Stochastic Targets4.004.001.410.00
3, 3, 6
3, 3, 6
3359 PAVI: Plate-Amortized Variational Inference4.004.751.090.75
3, 3, 5, 5
5, 3, 6, 5
3360 Multimodal Masked Autoencoders Learn Transferable Representations4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
3361 MA2QL: A Minimalist Approach to Fully Decentralized Multi-Agent Reinforcement Learning4.003.751.30-0.25
5, 3, 5, 3
3, 3, 6, 3
3362 On Nullspace of Vision Transformers and What Does it Tell Us?4.004.001.000.00
5, 3, 5, 3
5, 3, 5, 3
3363 Which is Better for Learning with Noisy Labels: The Semi-supervised Method or Modeling Label Noise?4.003.800.98-0.20
3, 5, 3, 5
3, 5, 3, 3, 5
3364 FACS: FAST ADAPTIVE CHANNEL SQUEEZING4.005.000.001.00
3, 5, 5, 3
5, 5, 5, 5
3365 Understanding Pruning at Initialization: An Effective Node-Path Balancing Perspective4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3366 Oracle-oriented Robustness: Robust Image Model Evaluation with Pretrained Models as Surrogate Oracle4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
3367 Analysis of differentially private synthetic data: a general measurement error approach4.004.500.870.50
5, 3, 5, 3
5, 5, 5, 3
3368 Counterfactual Contrastive Learning for Robust Text Classification4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3369 Which Invariance Should We Transfer? A Causal Minimax Learning Approach4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3370 Graph Contrastive Learning with Reinforced Augmentation4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3371 Trusted Aggregation (TAG): Model Filtering Backdoor Defense In Federated Learning4.004.001.000.00
5, 5, 3, 3
5, 5, 3, 3
3372 LVQ-VAE:End-to-end Hyperprior-based Variational Image Compression with Lattice Vector Quantization4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
3373 Towards Solving Industrial Sequential Decision-making Tasks under Near-predictable Dynamics via Reinforcement Learning: an Implicit Corrective Value Estimation Approach4.005.250.431.25
3, 3, 5, 5
5, 6, 5, 5
3374 The Graph Learning Attention Mechanism: Learnable Sparsification Without Heuristics4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3375 On Convergence of Federated Averaging Langevin Dynamics4.004.671.250.67
3, 6, 3
5, 6, 3
3376 BYPASSING THE STABILITY-PLASTICITY TRADEOFF TO REDUCE PREDICTIVE CHURN4.005.201.601.20
1, 8, 3, 5, 3
5, 8, 5, 5, 3
3377 Invertible normalizing flow neural networks by JKO scheme4.004.751.090.75
5, 3, 3, 5
6, 5, 3, 5
3378 SaMoE: Parameter Efficient MoE Language Models via Self-Adaptive Expert Combination4.004.001.410.00
3, 3, 6
3, 3, 6
3379 Q-Ensemble for Offline RL: Don't Scale the Ensemble, Scale the Batch Size4.004.001.000.00
5, 3, 5, 3
5, 3, 5, 3
3380 Learning from Others: Similarity-based Regularization for Mitigating Artifacts4.004.001.000.00
5, 5, 3, 3
5, 5, 3, 3
3381 Red PANDA: Disambiguating Anomaly Detection by Removing Nuisance Factors4.004.002.120.00
6, 1, 6, 3
6, 1, 6, 3
3382 Internal Purity: A Differential Entropy based Internal Validation Index for Clustering Validation4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3383 A Theory of Equivalence-Preserving Program Embeddings4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3384 Formal Interpretability with Merlin-Arthur Classifiers4.004.500.870.50
5, 5, 3, 3
5, 5, 5, 3
3385 How deep convolutional neural networks lose spatial information with training4.004.001.410.00
3, 6, 3
3, 6, 3
3386 Provable Sharpness-Aware Minimization with Adaptive Learning Rate 4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3387 Beyond re-balancing: distributionally robust augmentation against class-conditional distribution shift in long-tailed recognition4.004.001.000.00
5, 3, 5, 3
5, 3, 5, 3
3388 Offline Communication Learning with Multi-source Datasets4.004.001.000.00
5, 5, 3, 3
5, 5, 3, 3
3389 Computational Doob h-transforms for Online Filtering of Discretely Observed Diffusions4.004.001.730.00
5, 5, 1, 5
5, 5, 1, 5
3390 Reconciling feature sharing and multiple predictions with MIMO Vision Transformers4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3391 $Q$-learning with regularization converges with non-linear non-stationary features4.004.001.410.00
3, 6, 3
3, 6, 3
3392 Backdoor or Feature? A New Perspective on Data Poisoning4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3393 SpeedyZero: Mastering Atari with Limited Data and Time4.005.670.471.67
3, 3, 6
5, 6, 6
3394 Revisiting Activation Function Design for Improving Adversarial Robustness at Scale4.004.001.000.00
5, 5, 3, 3
5, 5, 3, 3
3395 What Does Vision Supervision Bring to Language Models? A Case Study of CLIP4.004.001.000.00
5, 3, 5, 3
5, 3, 5, 3
3396 Learning to Counter: Stochastic Feature-based Learning for Diverse Counterfactual Explanations4.004.001.000.00
5, 3, 5, 3
5, 3, 5, 3
3397 Exploiting Certified Defences to Attack Randomised Smoothing4.004.001.000.00
5, 3, 5, 3
5, 3, 5, 3
3398 Score-Based Graph Generative Modeling with Self-Guided Latent Diffusion4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3399 BrGANs: Stabilizing GANs' Training Process with Brownian Motion Control4.004.001.000.00
5, 5, 3, 3
5, 5, 3, 3
3400 Unfair geometries: exactly solvable data model with fairness implications4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3401 Learning Combinatorial Node Labeling Algorithms4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3402 PBFormer: Capturing Complex Scene Text Shape with Polynomial Band Transformer4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3403 Addressing Variable Dependency in GNN-based SAT Solving4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3404 Lost Domain Generalization Is a Natural Consequence of Lack of Training Domains4.004.001.410.00
3, 6, 3
3, 6, 3
3405 ContextSpeech: Expressive and Efficient Text-to-Speech for Paragraph Reading4.005.002.121.00
6, 5, 1
6, 3, 3, 8
3406 OCD: Learning to Overfit with Conditional Diffusion Models4.005.501.801.50
3, 5, 5, 3
5, 8, 6, 3
3407 Quasi-Taylor Samplers for Diffusion Generative Models based on Ideal Derivatives4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3408 $z$-SignFedAvg: A Unified Stochastic Sign-based Compression for Federated Learning4.004.671.250.67
6, 3, 3
6, 3, 5
3409 DECN: Evolution Inspired Deep Convolution Network for Black-box Optimization4.005.001.101.00
3, 5, 6, 3, 3
6, 5, 6, 5, 3
3410 Multi-Treatment Effect Estimation with Proxy: Contrastive Learning and Rank Weighting4.004.500.870.50
3, 5, 5, 3
3, 5, 5, 5
3411 DeepTime: Deep Time-index Meta-learning for Non-stationary Time-series Forecasting4.004.251.300.25
3, 5, 5, 3
3, 6, 5, 3
3412 Efficient Method for Bi-level Optimization with Non-smooth Lower-Level Problem4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3413 Learning an Invertible Output Mapping Can Mitigate Simplicity Bias in Neural Networks4.005.500.501.50
3, 3, 5, 5
5, 5, 6, 6
3414 Are Neurons Actually Collapsed? On the Fine-Grained Structure in Neural Representations4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
3415 Knowledge-Driven New Drug Recommendation4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3416 On Convergence of Average-Reward Off-Policy Control Algorithms in Weakly-Communicating MDPs4.004.001.410.00
6, 3, 3
6, 3, 3
3417 Robust Reinforcement Learning with Distributional Risk-averse formulation4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3418 Model-based Value Exploration in Actor-critic Deep Reinforcement Learning4.003.000.00-1.00
5, 5, 3, 3
3, 3, 3, 3
3419 Adversarial Detector for Decision Tree Ensembles Using Representation Learning4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3420 DEEPER-GXX: DEEPENING ARBITRARY GNNS4.004.500.870.50
3, 3, 5, 5
5, 3, 5, 5
3421 Music-to-Text Synaesthesia: Generating Descriptive Text from Music Recordings4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3422 EIT: Enhanced Interactive Transformer for Sequence Generation4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3423 Neural Discrete Reinforcement Learning4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3424 QUANTILE-LSTM: A ROBUST LSTM FOR ANOMALY DETECTION4.004.251.300.25
5, 3, 3, 5
5, 3, 3, 6
3425 Auto-Encoding Adversarial Imitation Learning4.004.500.870.50
3, 5, 3, 5
5, 5, 3, 5
3426 BiTAT: Neural Network Binarization with Task-Dependent Aggregated Transformation4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3427 Constrained Reinforcement Learning for Safety-Critical Tasks via Scenario-Based Programming4.003.000.00-1.00
3, 3, 6
3, 3, 3
3428 Does Federated Learning Really Need Backpropagation?4.005.332.051.33
6, 3, 3
8, 5, 3
3429 Specialization of Sub-paths for Adaptive Depth Networks4.004.001.000.00
5, 3, 5, 3
5, 3, 5, 3
3430 Recursion of Thought: Divide and Conquer Reasoning with Language Models4.004.002.940.00
8, 1, 3
8, 1, 3
3431 Learning large-scale Kernel Networks4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3432 Path Regularization: A Convexity and Sparsity Inducing Regularization for Parallel ReLU Networks4.005.251.301.25
6, 3, 3
6, 6, 3, 6
3433 MAFormer: A Transformer Network with Multi-scale Attention Fusion for Visual Recognition4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3434 MQSP: Micro-Query Sequence Parallelism for Linearly Scaling Long Sequence Transformer4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3435 Schrödinger's FP: Training Neural Networks with Dynamic Floating-Point Containers4.004.500.870.50
5, 3, 3, 5
5, 3, 5, 5
3436 Continual Learning with Group-wise Neuron Normalization4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3437 Universal embodied intelligence: learning from crowd, recognizing the world, and reinforced with experience4.004.002.120.00
1, 6, 6, 3
1, 6, 6, 3
3438 Novel Class Discovery under Unreliable Sampling4.004.001.410.00
6, 3, 3
6, 3, 3
3439 Teach me how to Interpolate a Myriad of Embeddings4.004.671.250.67
3, 3, 6
5, 3, 6
3440 Interventional Rationalization4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
3441 Effective dimension of machine learning models4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3442 A theory of representation learning in neural networks gives a deep generalisation of kernel methods4.004.671.250.67
3, 6, 3
3, 6, 5
3443 A spatiotemporal graph neural network with multi granularity for air quality prediction4.004.001.410.00
3, 3, 6
3, 3, 6
3444 Planning Immediate Landmarks of Targets for Model-Free Skill Transfer across Agents4.004.001.000.00
5, 3, 5, 3
5, 3, 5, 3
3445 Sample Importance in SGD Training4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3446 Individual Fairness of Data Provider Regarding Privacy Risk and Gain4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3447 CEREAL: Few-Sample Clustering Evaluation4.004.251.300.25
5, 3, 3, 5
6, 3, 3, 5
3448 Computational-Unidentifiability in Representation for Fair Downstream Tasks4.004.001.410.00
6, 3, 3
6, 3, 3
3449 Accelerating Federated Learning Convergence via Opportunistic Mobile Relaying4.004.001.410.00
6, 3, 3
6, 3, 3
3450 Universal Mini-Batch Consistency for Set Encoding Functions4.004.500.870.50
5, 5, 3, 3
5, 5, 3, 5
3451 Soundness and Completeness: An Algorithmic Perspective on Evaluation of Feature Attribution4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3452 Improving Differentially-Private Deep Learning with Gradients Index Pruning4.004.001.260.00
3, 5, 6, 3, 3
3, 5, 6, 3, 3
3453 Distributional Reinforcement Learning via Sinkhorn Iterations4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3454 MLM with Global Co-occurrence4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3455 Breaking Correlation Shift via Conditional Invariant Regularizer4.007.001.003.00
5, 5, 3, 3
8, 6, 8, 6
3456 How Powerful is Implicit Denoising in Graph Neural Networks4.005.001.221.00
6, 1, 3, 6
6, 3, 5, 6
3457 Probing into the Fine-grained Manifestation in Multi-modal Image Synthesis4.004.001.410.00
6, 3, 3
6, 3, 3
3458 Eliminating Catastrophic Overfitting Via Abnormal Adversarial Examples Regularization4.004.251.300.25
3, 3, 5, 5
3, 3, 5, 6
3459 Factor Learning Portfolio Optimization Informed by Continuous-Time Finance Models4.004.001.410.00
6, 3, 3
6, 3, 3
3460 Closing the Gap Between SVRG and TD-SVRG with Gradient Splitting4.004.251.920.25
5, 1, 5, 5
5, 1, 5, 6
3461 Sorted eigenvalue comparison $d_{mathsf{Eig}}$: A simple alternative to $d_{mathsf{FID}}$4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3462 Never Revisit: Continuous Exploration in Multi-Agent Reinforcement Learning4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3463 Spurious Local Minima Provably Exist for Deep Convolutional Neural Networks4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
3464 Graph Contrastive Learning with Personalized Augmentation4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3465 Variational Reparametrized Policy Learning with Differentiable Physics4.004.001.410.00
3, 3, 6
3, 3, 6
3466 Stable, Efficient, and Flexible Monotone Operator Implicit Graph Neural Networks4.005.500.501.50
6, 3, 3
6, 5, 6, 5
3467 Learning Antidote Data to Individual Unfairness4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3468 Demystifying the Optimization and Generalization of Deep PAC-Bayesian Learning4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
3469 Nearing or Surpassing: Overall Evaluation of Human-Machine Dynamic Vision Ability4.004.001.410.00
3, 3, 6
3, 3, 6
3470 Learn to Know Unknowns: A Bionic Memory Network for Unsupervised Anomaly Detection4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3471 Double dynamic sparse training for GANs4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
3472 Slimmable Networks for Contrastive Self-supervised Learning4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
3473 BiBench: Benchmarking and Analyzing Network Binarization4.004.330.940.33
6, 3, 3
5, 3, 5
3474 Identifying Phase Transition Thresholds of Permuted Linear Regression via Message Passing3.803.801.940.00
1, 6, 6, 3, 3
1, 6, 6, 3, 3
3475 Knowledge-Grounded Reinforcement Learning3.803.800.980.00
3, 3, 5, 5, 3
3, 3, 5, 5, 3
3476 Auditing Fairness Online through Interactive Refinement3.803.800.980.00
3, 5, 5, 3, 3
3, 5, 5, 3, 3
3477 G-Censor: Graph Contrastive Learning with Task-Oriented Counterfactual Views3.803.800.980.00
3, 5, 5, 3, 3
3, 5, 5, 3, 3
3478 GLASU: A Communication-Efficient Algorithm for Federated Learning with Vertically Distributed Graph Data3.803.800.980.00
3, 5, 3, 3, 5
3, 5, 3, 3, 5
3479 SwinZS3: Zero-Shot Semantic Segmentation with a Swin Transformer3.753.501.66-0.25
1, 5, 3, 6
1, 5, 3, 5
3480 Thresholded Lexicographic Ordered Multi-Objective Reinforcement Learning3.753.751.300.00
3, 3, 3, 6
3, 3, 3, 6
3481 xTrimoABFold: Improving Antibody Structure Prediction without Multiple Sequence Alignments 3.753.751.920.00
3, 6, 5, 1
3, 6, 5, 1
3482 Gandalf : Data Augmentation is all you need for Extreme Classification3.753.751.300.00
6, 3, 3, 3
6, 3, 3, 3
3483 Help Me Explore: Combining Autotelic and Social Learning via Active Goal Queries3.753.501.66-0.25
5, 6, 3, 1
5, 5, 3, 1
3484 Learning to reason over visual objects3.756.000.002.25
3, 3, 6, 3
6, 6, 6, 6
3485 VER: Learning Natural Language Representations for Verbalizing Entities and Relations3.753.751.300.00
3, 3, 3, 6
3, 3, 3, 6
3486 Training Neural Networks with Low-Precision Model Memory3.754.251.300.50
3, 6, 3, 3
3, 6, 5, 3
3487 Comparing Human and Machine Bias in Face Recognition3.754.251.300.50
3, 3, 6, 3
5, 3, 6, 3
3488 Finding the smallest tree in the forest: Monte Carlo Forest Search for UNSAT solving3.753.751.300.00
3, 3, 6, 3
3, 3, 6, 3
3489 Predictive Coding with Approximate Laplace Monte Carlo3.753.751.300.00
3, 6, 3, 3
3, 6, 3, 3
3490 The Ultimate Combo: Boosting Adversarial Example Transferability by Composing Data Augmentations3.753.000.00-0.75
3, 3, 6, 3
3, 3, 3, 3
3491 Improving Aspect Ratio Distribution Fairness in Detector Pretraining via Cooperating RPN’s3.753.001.41-0.75
3, 6, 5, 1
3, 5, 3, 1
3492 UnDiMix: Hard Negative Sampling Strategies for Contrastive Representation Learning3.754.251.300.50
1, 3, 6, 5
3, 3, 6, 5
3493 Exploring Connections Between Memorization And Membership Inference3.753.751.300.00
6, 3, 3, 3
6, 3, 3, 3
3494 FedAvg Converges to Zero Training Loss Linearly: The Power of Overparameterized Multi-Layer Neural Networks3.753.751.300.00
3, 3, 3, 6
3, 3, 3, 6
3495 ResFed: Communication Efficient Federated Learning by Transmitting Deep Compressed Residuals3.753.751.300.00
3, 3, 3, 6
3, 3, 3, 6
3496 Multi-instance Interactive Segmentation with Self-Supervised Transformer3.753.751.300.00
3, 3, 6, 3
3, 3, 6, 3
3497 CLUSTERBERT: MULTI-STAGE FINE-TUNING OF TRANSFORMERS FOR DEEP TEXT CLUSTERING3.753.751.300.00
3, 3, 6, 3
3, 3, 6, 3
3498 Batch Normalization Explained3.753.751.300.00
3, 6, 3, 3
3, 6, 3, 3
3499 CASA: Bridging the Gap between Policy Improvement and Policy Evaluation with Conflict Averse Policy Iteration3.754.251.300.50
3, 3, 3, 6
5, 3, 3, 6
3500 RoCourseNet: Distributionally Robust Training of a Prediction Aware Recourse Model3.753.751.300.00
3, 3, 3, 6
3, 3, 3, 6
3501 Global-Scale Species Mapping From Crowdsourced Data3.753.751.300.00
3, 3, 3, 6
3, 3, 3, 6
3502 Learning Robust Kernel Ensembles with Kernel Average Pooling3.754.501.500.75
3, 3, 6, 3
6, 3, 6, 3
3503 Harnessing Client Drift with Decoupled Gradient Dissimilarity3.754.751.091.00
3, 6, 3, 3
5, 6, 5, 3
3504 VQ-TR: Vector Quantized Attention for Time Series Forecasting3.753.751.920.00
5, 3, 6, 1
5, 3, 6, 1
3505 Emergent collective intelligence from massive-agent cooperation and competition3.753.751.920.00
3, 6, 5, 1
3, 6, 5, 1
3506 Graph Neural Networks for Aerodynamic Flow Reconstruction from Sparse Sensing3.753.751.300.00
3, 3, 6, 3
3, 3, 6, 3
3507 Revisiting the Activation Function for Federated Image Classification3.753.751.920.00
1, 3, 6, 5
1, 3, 6, 5
3508 Route, Interpret, Repeat: Blurring the Line Between Posthoc Explainability and Interpretable Models 3.754.252.590.50
3, 5, 1, 6
3, 5, 1, 8
3509 Bayesian Optimal Experimental Design for the Survey Bandit Setting3.753.751.300.00
6, 3, 3, 3
6, 3, 3, 3
3510 Unleashing the Potential of Data Sharing in Ensemble Deep Reinforcement Learning3.753.751.920.00
3, 5, 6, 1
3, 5, 6, 1
3511 K-SAM: Sharpness-Aware Minimization at the Speed of SGD3.753.751.300.00
3, 3, 6, 3
3, 3, 6, 3
3512 Counterfactual Memorization in Neural Language Models3.753.751.300.00
3, 3, 6, 3
3, 3, 6, 3
3513 Safer Reinforcement Learning with Counterexample-guided Offline Training3.753.000.00-0.75
3, 3, 3, 6
3, 3, 3, 3
3514 Populating memory in Continual Learning with Consistency Aware Sampling3.753.751.300.00
3, 3, 3, 6
3, 3, 3, 6
3515 System Identification as a Reinforcement Learning Problem3.753.751.920.00
5, 3, 1, 6
5, 3, 1, 6
3516 Learning Sampling Policy to Achieve Fewer Queries for Zeroth-Order Optimization3.753.751.920.00
5, 6, 3, 1
5, 6, 3, 1
3517 Learning Graph Neural Network Topologies3.753.751.300.00
3, 6, 3, 3
3, 6, 3, 3
3518 Deep Generative Model based Rate-Distortion for Image Downscaling Assessment3.755.251.301.50
3, 3, 6, 3
6, 3, 6, 6
3519 Optformer: Beyond Transformer for Black-box Optimization3.754.751.091.00
3, 3, 6, 3
5, 3, 6, 5
3520 Beyond Counting Linear Regions of Neural Networks, Simple Linear Regions Dominate!3.753.500.87-0.25
3, 6, 3, 3
3, 5, 3, 3
3521 Learning with Instance-Dependent Label Noise: Balancing Accuracy and Fairness3.753.751.300.00
3, 3, 6, 3
3, 3, 6, 3
3522 VC Theoretical Explanation of Double Descent3.753.751.300.00
3, 3, 3, 6
3, 3, 3, 6
3523 Formal Conceptual Views in Neural Networks3.753.751.300.00
6, 3, 3, 3
6, 3, 3, 3
3524 Variation-based Cause Effect Identification3.753.751.300.00
6, 3, 3, 3
6, 3, 3, 3
3525 Additive Poisson Process: Learning Intensity of Higher-Order Interaction in Poisson Processes3.753.751.300.00
6, 3, 3, 3
6, 3, 3, 3
3526 Training Instability and Disharmony Between ReLU and Batch Normalization3.753.751.300.00
3, 3, 3, 6
3, 3, 3, 6
3527 The Biased Artist: Exploiting Cultural Biases via Homoglyphs in Text-Guided Image Generation Models3.753.751.920.00
5, 3, 1, 6
5, 3, 1, 6
3528 On Stability and Generalization of Bilevel Optimization Problems3.753.751.920.00
1, 6, 3, 5
1, 6, 3, 5
3529 A Hybrid Framework for Generating A Country-scale Synthetic Population3.673.670.940.00
3, 3, 5
3, 3, 5
3530 Pocket-specific 3D Molecule Generation by Fragment-based Autoregressive Diffusion Models3.673.670.940.00
3, 5, 3
3, 5, 3
3531 Graph Spline Networks for Efficient Continuous Simulation of Dynamical Systems3.673.670.940.00
3, 5, 3
3, 5, 3
3532 Estimating Treatment Effects using Neurosymbolic Program Synthesis3.673.670.940.00
3, 3, 5
3, 3, 5
3533 Tight Non-asymptotic Inference via Sub-Gaussian Intrinsic Moment Norm3.674.330.940.67
3, 3, 5
3, 5, 5
3534 PBES: PCA Based Exemplar Sampling Algorithm for Continual Learning3.673.670.940.00
3, 3, 5
3, 3, 5
3535 Multi-scale Sinusoidal Embeddings Enable Learning on High Resolution Mass Spectrometry Data3.673.671.890.00
5, 5, 1
5, 5, 1
3536 No Pairs Left Behind: Improving Metric Learning with Regularized Triplet Objective3.673.670.940.00
3, 5, 3
3, 5, 3
3537 Matrix factorization under the constraint of connectivity between observed and source data ~ Muscle synergy analysis based on connectivity between muscle and brain activities ~3.673.670.940.00
3, 5, 3
3, 5, 3
3538 VISION TRANSFORMER FOR MULTIVARIATE TIME- SERIES CLASSIFICATION (VITMTSC)3.673.670.940.00
5, 3, 3
5, 3, 3
3539 Factors Influencing Generalization in Chaotic Dynamical Systems3.673.670.940.00
3, 3, 5
3, 3, 5
3540 Graph Neural Networks Are More Powerful Than we Think3.673.670.940.00
3, 5, 3
3, 5, 3
3541 On a Benefit of Masked Language Model Pretraining: Robustness to Simplicity Bias3.673.670.940.00
3, 5, 3
3, 5, 3
3542 Improving Subgraph Representation Learning via Multi-View Augmentation3.673.670.940.00
3, 5, 3
3, 5, 3
3543 CrystalBox: Efficient Model-Agnostic Explanations for Deep RL Controllers3.673.670.940.00
5, 3, 3
5, 3, 3
3544 Efficient Approximations of Complete Interatomic Potentials for Crystal Property Prediction3.675.001.411.33
3, 3, 5
3, 6, 6
3545 RankMe: Assessing the Downstream Performance of Pretrained Self-Supervised Representations by Their Rank3.674.001.410.33
3, 3, 5
3, 3, 6
3546 Soft Diffusion: Score Matching For General Corruptions3.673.670.940.00
3, 3, 5
3, 3, 5
3547 Online Continual Learning with Feedforward Adaptation3.674.671.251.00
3, 5, 3
6, 5, 3
3548 Learning parsimonious dynamics for generalization in reinforcement learning3.673.670.940.00
5, 3, 3
5, 3, 3
3549 Homotopy Learning of Parametric Solutions to Constrained Optimization Problems3.673.670.940.00
3, 3, 5
3, 3, 5
3550 Domain Invariant Q-Learning for model-free robust continuous control under visual distractions3.673.670.940.00
3, 3, 5
3, 3, 5
3551 Learning Useful Representations for Shifting Tasks and Distributions 3.674.001.000.33
3, 5, 3
3, 5, 3, 5
3552 A Deep Dive into Dataset Imbalance and Bias in Face Identification3.673.670.940.00
3, 3, 5
3, 3, 5
3553 Causally Constrained Data Synthesis For Private Data Release3.673.670.940.00
3, 3, 5
3, 3, 5
3554 Reducing the Capacity Gap via Spherical Knowledge Distillation3.673.671.890.00
5, 5, 1
5, 5, 1
3555 Time Series Subsequence Anomaly Detection via Graph Neural Networks3.674.751.091.08
5, 3, 3
5, 6, 3, 5
3556 Bridging between Pool- and Stream-Based Active Learning with Temporal Data Coherence3.675.000.001.33
5, 1, 5
5, 5, 5
3557 Semi-parametric Prompt-Generation for Model Editing3.673.670.940.00
5, 3, 3
5, 3, 3
3558 Dynamic Scheduled Sampling with Imitation Loss for Neural Text Generation3.673.670.940.00
5, 3, 3
5, 3, 3
3559 Fourier PINNs: From Strong Boundary Conditions to Adaptive Fourier Bases3.673.670.940.00
3, 3, 5
3, 3, 5
3560 Quantization-aware Policy Distillation (QPD)3.673.670.940.00
3, 5, 3
3, 5, 3
3561 Automatic Curriculum Generation for Reinforcement Learning in Zero-Sum Games3.673.670.940.00
5, 3, 3
5, 3, 3
3562 Language Modeling Using Tensor Trains3.673.671.890.00
1, 5, 5
1, 5, 5
3563 Would decentralization hurt generalization?3.673.671.490.00
5, 3, 1, 5, 3, 5
5, 3, 1, 5, 3, 5
3564 Tackling Imbalanced Class in Federated Learning via Class Distribution Estimation3.673.670.940.00
5, 3, 3
5, 3, 3
3565 Solving Math Word Problems with Process-based and Outcome-based Feedback3.673.670.940.00
3, 3, 5
3, 3, 5
3566 SEQuence-rPPG: A Fast BVP Signal Extraction Method From Frame Sequences3.674.001.410.33
3, 3, 5
3, 3, 6
3567 Linearised Implicit Variational Inference3.673.670.940.00
3, 3, 5
3, 3, 5
3568 Learning Interpretable Neural Discrete Representation for Time Series Classification3.673.670.940.00
3, 5, 3
3, 5, 3
3569 SynBench: Task-Agnostic Benchmarking of Pretrained Representations using Synthetic Data3.673.670.940.00
3, 5, 3
3, 5, 3
3570 Perturbation Defocusing for Adversarial Defense3.673.671.890.00
5, 1, 5
5, 1, 5
3571 Preserving Semantics in Textual Adversarial Attacks3.673.670.940.00
3, 5, 3
3, 5, 3
3572 A Decomposition Based Dual Projection Model for Multivariate Time Series Forecasting and Anomaly Detection3.673.670.940.00
3, 5, 3
3, 5, 3
3573 FedHPO-Bench: A Benchmark Suite for Federated Hyperparameter Optimization3.674.330.940.67
3, 5, 3
5, 5, 3
3574 Cyclophobic Reinforcement Learning3.673.670.940.00
3, 3, 5
3, 3, 5
3575 Learning System Dynamics from Sensory Input under Optimal Control Principles3.673.670.940.00
3, 5, 3
3, 5, 3
3576 I Speak, You Verify: Toward Trustworthy Neural Program Synthesis3.673.671.890.00
5, 1, 5
5, 1, 5
3577 ACQL: An Adaptive Conservative Q-Learning Framework for Offline Reinforcement Learning3.674.330.940.67
5, 3, 3
5, 5, 3
3578 Extending graph transformers with quantum computed aggregation3.673.670.940.00
5, 3, 3
5, 3, 3
3579 Backdoor Mitigation by Correcting Activation Distribution Alteration3.673.670.940.00
3, 5, 3
3, 5, 3
3580 How Distinguishable Are Vocoder Models? Analyzing Vocoder Fingerprints for Fake Audio3.673.670.940.00
3, 3, 5
3, 3, 5
3581 Holographic-(V)AE: an end-to-end SO(3)-Equivariant (Variational) Autoencoder in Fourier Space3.674.330.940.67
3, 5, 3
3, 5, 5
3582 Wasserstein Barycenter-based Model Fusion and Linear Mode Connectivity of Neural Networks3.674.251.300.58
5, 3, 3
5, 3, 3, 6
3583 Robust Multi-Agent Reinforcement Learning against Adversaries on Observation3.673.670.940.00
5, 3, 3
5, 3, 3
3584 Self-supervised Learning for Cell Segmentation and Quantification in Digital Pathology Images3.673.670.940.00
3, 5, 3
3, 5, 3
3585 Scalable feature selection via sparse learnable masks3.674.330.940.67
3, 3, 5
5, 3, 5
3586 Dataset Projection: Finding Target-aligned Subsets of Auxiliary Data3.673.670.940.00
3, 5, 3
3, 5, 3
3587 An interpretable contrastive logical knowledge learning method for sentiment analysis3.673.670.940.00
3, 3, 5
3, 3, 5
3588 Training image classifiers using Semi-Weak Label Data3.673.670.940.00
5, 3, 3
5, 3, 3
3589 Vector Quantized Wasserstein Auto-Encoder3.673.670.940.00
3, 5, 3
3, 5, 3
3590 A Sample Based Method for Understanding The Decisions of Neural Networks Semantically3.673.670.940.00
5, 3, 3
5, 3, 3
3591 Deep Biological Pathway Informed Pathology-Genomic Multimodal Survival Prediction3.674.330.940.67
3, 3, 5
5, 3, 5
3592 Explaining Patterns in Data with Language Models via Interpretable Autoprompting3.673.670.940.00
3, 5, 3
3, 5, 3
3593 Neural DAEs: Constrained neural networks3.673.670.940.00
3, 3, 5
3, 3, 5
3594 Variance Double-Down: The Small Batch Size Anomaly in Multistep Deep Reinforcement Learning3.673.670.940.00
5, 3, 3
5, 3, 3
3595 Adversarial Representation Learning for Canonical Correlation Analysis3.673.670.940.00
3, 5, 3
3, 5, 3
3596 Recurrent Real-valued Neural Autoregressive Density Estimator for Online Density Estimation and Classification of Streaming Data3.673.670.940.00
3, 3, 3, 5, 3, 5
3, 3, 3, 5, 3, 5
3597 Stationary Deep Reinforcement Learning with Quantum K-spin Hamiltonian Equation3.673.670.940.00
3, 3, 5
3, 3, 5
3598 Interpolating Compressed Parameter Subspaces3.673.670.940.00
3, 3, 5
3, 3, 5
3599 Multi-Modality Alone is Not Enough: Generating Scene Graphs using Cross-Relation-Modality Tokens3.673.670.940.00
3, 3, 5
3, 3, 5
3600 Clustering and Ordering Variable-Sized Sets: The Catalog Problem3.673.500.87-0.17
5, 3, 3
5, 3, 3, 3
3601 Towards Understanding Robust Memorization in Adversarial Training3.673.670.940.00
3, 3, 5
3, 3, 5
3602 Uncertainty and Traffic Light Aware Pedestrian Crossing Intention Prediction3.673.670.940.00
5, 3, 3
5, 3, 3
3603 Worst-case Few-shot Evaluation: Are Neural Networks Robust Few-shot Learners?3.673.671.890.00
1, 5, 5
1, 5, 5
3604 Robust Manifold Estimation Approach for Evaluating Fidelity and Diversity3.673.670.940.00
3, 5, 3
3, 5, 3
3605 CAPE: Channel-Attention-Based PDE Parameter Embeddings for SciML3.675.251.301.58
3, 3, 5
6, 3, 6, 6
3606 Solving Partial Label Learning Problem with Multi-Agent Reinforcement Learning3.673.670.940.00
5, 3, 3
5, 3, 3
3607 SDT: Specific Domain Training in Domain Generalization3.673.670.940.00
3, 5, 3
3, 5, 3
3608 Understanding Adversarial Transferability in Federated Learning3.674.330.940.67
3, 3, 5
5, 3, 5
3609 Attribute Alignment and Enhancement for Generalized Zero-Shot Learning3.673.670.940.00
3, 5, 3
3, 5, 3
3610 The Progressive Alignment-aware Multimodal Fusion with Easy2hard Strategy for Multimodal Neural Machine Translation3.673.670.940.00
5, 3, 3
5, 3, 3
3611 CacheGNN: Enhancing Graph Neural Networks with Global Information Caching3.673.670.940.00
3, 3, 5
3, 3, 5
3612 Efficient Reward Poisoning Attacks on Online Deep Reinforcement Learning3.673.670.940.00
3, 5, 3
3, 5, 3
3613 Towards Identification of Microaggressions in real-life and Scripted conversations, using Context-Aware Machine Learning Techniques.3.673.670.940.00
5, 3, 3
5, 3, 3
3614 Robust Neural ODEs via Contractivity-promoting Regularization3.673.670.940.00
3, 5, 3
3, 5, 3
3615 BAMBI: Vertical Federated Bilevel Optimization with Privacy-Preserving and Computation Efficiency3.673.670.940.00
3, 5, 3
3, 5, 3
3616 MULTILEVEL XAI: VISUAL AND LINGUISTIC BONDED EXPLANATIONS3.673.670.940.00
5, 3, 3
5, 3, 3
3617 Synergistic Neuromorphic Federated Learning with ANN-SNN Conversion For Privacy Protection3.674.001.410.33
3, 3, 5
3, 3, 6
3618 Time Series Anomaly Detection via Hypothesis Testing for Dynamical Systems3.674.002.160.33
5, 1, 5
5, 1, 6
3619 Identifying Latent Causal Content for Multi-Source Domain Adaptation3.673.670.940.00
5, 3, 3
5, 3, 3
3620 Dual Ensembled Multiagent Q-Learning with Hypernet Regularizer3.673.670.940.00
3, 3, 5
3, 3, 5
3621 Personalized Subgraph Federated Learning3.673.670.940.00
5, 3, 3
5, 3, 3
3622 Adversarial Learned Fair Representations using Dampening and Stacking3.673.670.940.00
3, 3, 5
3, 3, 5
3623 Harnessing spectral representations for subgraph alignment3.673.670.940.00
5, 3, 3
5, 3, 3
3624 Mixed-Precision Inference Quantization: Problem Resetting, Mapping math concept and Branch&bound methods3.673.670.940.00
3, 3, 5
3, 3, 5
3625 Partial Advantage Estimator for Proximal Policy Optimization3.673.670.940.00
3, 5, 3
3, 5, 3
3626 PatchBlender: A Motion Prior for Video Transformers3.673.670.940.00
3, 3, 5
3, 3, 5
3627 Similarity and Generalization: from Noise to Corruption3.675.000.001.33
3, 5, 3
5, 5, 5
3628 A Generalized EigenGame With Extensions to Deep Multiview Representation Learning3.673.670.940.00
3, 5, 3
3, 5, 3
3629 Temporal Label Smoothing for Early Prediction of Adverse Events3.673.670.940.00
3, 3, 5
3, 3, 5
3630 What's Wrong with the Robustness of Object Detectors?3.673.671.890.00
5, 1, 5
5, 1, 5
3631 How Does Value Distribution in Distributional Reinforcement Learning Help Optimization?3.673.670.940.00
3, 5, 3
3, 5, 3
3632 An Incremental Learning Approach for Sustainable Regional Isolation and Integration3.673.670.940.00
3, 5, 3
3, 5, 3
3633 Very Large Scale Multi-Agent Reinforcement Learning with Graph Attention Mean Field3.673.670.940.00
3, 5, 3
3, 5, 3
3634 Consistent and Truthful Interpretation with Fourier Analysis3.673.670.940.00
5, 3, 3
5, 3, 3
3635 GENERALIZED MATRIX LOCAL LOW RANK REPRESENTATION BY RANDOM PROJECTION AND SUBMATRIX PROPAGATION3.673.670.940.00
3, 3, 5
3, 3, 5
3636 Variational Autoencoders with Decremental Information Bottleneck for Disentanglement3.673.670.940.00
3, 3, 5
3, 3, 5
3637 (LA)YER-NEIGH(BOR) SAMPLING: DEFUSING NEIGHBORHOOD EXPLOSION3.673.670.940.00
5, 3, 3
5, 3, 3
3638 Feint in Multi-Player Games3.673.671.890.00
5, 5, 1
5, 5, 1
3639 Metro: Memory-Enhanced Transformer for Retrosynthetic Planning via Reaction Tree3.673.500.87-0.17
3, 3, 5
3, 3, 5, 3
3640 Addressing High-dimensional Continuous Action Space via Decomposed Discrete Policy-Critic3.603.400.80-0.20
6, 3, 3, 3, 3
5, 3, 3, 3, 3
3641 Machine Learning from Explanations3.503.501.660.00
3, 5, 5, 1
3, 5, 5, 1
3642 Transformer needs NMDA receptor nonlinearity for long-term memory3.504.251.300.75
3, 3, 3, 5
6, 3, 3, 5
3643 Rethinking the Value of Prompt Learning for Vision-Language Models3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3644 Towards Performance-maximizing Network Pruning via Global Channel Attention3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3645 Object-Centric Learning with Slot Mixture Models3.504.001.000.50
3, 3, 5, 3
5, 3, 5, 3
3646 How (Un)Fair is Text Summarization?3.504.001.000.50
5, 3, 3, 3
5, 5, 3, 3
3647 Simulating Task-Free Continual Learning Streams From Existing Datasets3.503.500.870.00
3, 3, 5, 3
3, 3, 5, 3
3648 Attention Flows for General Transformers3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3649 Group-Disentangling Conditional Shift3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3650 Distance VS. Coordinate: Distance Based Embedding Improves Model Generalization for Routing Problems3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3651 On Information Maximisation in Multi-View Self-Supervised Learning3.503.501.660.00
3, 1, 5, 5
3, 1, 5, 5
3652 SRBGCN: Tangent space-Free Lorentz Transformations for Graph Feature Learning3.504.751.091.25
5, 3, 3, 3
5, 6, 5, 3
3653 Mirror Training for Input Convex Neural Network3.503.501.660.00
5, 3, 5, 1
5, 3, 5, 1
3654 A Benchmark Dataset for Learning from Label Proportions3.503.500.870.00
5, 3, 3, 3
5, 3, 3, 3
3655 DYNAMIC BATCH NORM STATISTICS UPDATE FOR NATURAL ROBUSTNESS3.503.500.870.00
3, 5, 3, 3
3, 5, 3, 3
3656 Quasiconvex Shallow Neural Network3.503.500.870.00
3, 5, 3, 3
3, 5, 3, 3
3657 Towards Out-of-Distribution Adversarial Robustness3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3658 Learning to perceive objects by prediction3.503.500.870.00
3, 3, 5, 3
3, 3, 5, 3
3659 Divide-and-Cluster: Spatial Decomposition Based Hierarchical Clustering3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3660 Fast Yet Effective Graph Unlearning through Influence Analysis3.504.001.000.50
3, 3, 3, 5
3, 5, 3, 5
3661 On Representation Learning Under Class Imbalance3.503.500.870.00
3, 3, 5, 3
3, 3, 5, 3
3662 GLINKX: A Scalable Unified Framework For Homophilous and Heterophilous Graphs3.503.500.870.00
3, 5, 3, 3
3, 5, 3, 3
3663 Graph Neural Networks as Multi-View Learning3.503.500.870.00
5, 3, 3, 3
5, 3, 3, 3
3664 FLGAME: A Game-theoretic Defense against Backdoor Attacks In Federated Learning3.504.001.730.50
5, 1, 5, 3
5, 1, 5, 5
3665 High-Precision Regressors for Particle Physics3.503.751.920.25
1, 5, 5, 3
1, 6, 5, 3
3666 Fine-Tuning Offline Policies With Optimistic Action Selection3.503.500.870.00
3, 3, 5, 3
3, 3, 5, 3
3667 The Right Losses for the Right Gains: Improving the Semantic Consistency of Deep Text-to-Image Generation with Distribution-Sensitive Losses3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3668 CausalBench: A Large-scale Benchmark for Network Inference from Single-cell Perturbation Data3.504.751.091.25
5, 5, 3, 1
5, 6, 5, 3
3669 Semi-supervised consistency regularization for accurate cell type fraction and gene expression estimation3.503.500.870.00
3, 3, 5, 3
3, 3, 5, 3
3670 Pareto Rank-Preserving Supernetwork for HW-NAS3.504.500.871.00
3, 3, 5, 3
3, 5, 5, 5
3671 PGASL: Predictive and Generative Adversarial Semi-supervised Learning for imbalanced data3.503.500.870.00
3, 5, 3, 3
3, 5, 3, 3
3672 MaxMin-Novelty: Maximizing Novelty via Minimizing the State-Action Values in Deep Reinforcement Learning3.504.001.000.50
1, 3, 5, 5
3, 3, 5, 5
3673 Handling Covariate Shifts in Federated Learning with Generalization Guarantees3.504.751.091.25
3, 3, 5, 3
6, 5, 5, 3
3674 SPIDER: Searching Personalized Neural Architecture for Federated Learning3.503.500.870.00
3, 5, 3, 3
3, 5, 3, 3
3675 Robust Graph Representation Learning via Predictive Coding3.503.500.870.00
5, 3, 3, 3
5, 3, 3, 3
3676 Brain Signal Generation and Data Augmentation with a Single-Step Diffusion Probabilistic Model3.503.501.660.00
1, 5, 3, 5
1, 5, 3, 5
3677 Bounded Attacks and Robustness in Image Transform Domains3.503.500.870.00
5, 3, 3, 3
5, 3, 3, 3
3678 Efficient Exploration using Model-Based Quality-Diversity with Gradients3.505.001.221.50
3, 3, 5, 3
5, 3, 6, 6
3679 Applying Second Order Optimization to Deep Transformers with Parameter-Efficient Tuning3.504.001.000.50
3, 3, 5, 3
3, 3, 5, 5
3680 Mask-tuning: Towards Improving Pre-trained Language Models' Generalization3.503.500.870.00
3, 5, 3, 3
3, 5, 3, 3
3681 Tiered Pruning for Efficient Differentialble Inference-Aware Neural Architecture Search3.503.500.870.00
3, 5, 3, 3
3, 5, 3, 3
3682 Spurious Features in Continual Learning3.503.500.870.00
5, 3, 3, 3
5, 3, 3, 3
3683 Why Did This Model Forecast This Future? Information-Theoretic Temporal Saliency for Counterfactual Explanations of Probabilistic Forecasts3.503.500.870.00
3, 3, 5, 3
3, 3, 5, 3
3684 Topological Data Analysis-Deep Learning Framework for Predicting Cancer Phenotypes3.503.501.660.00
1, 3, 5, 5
1, 3, 5, 5
3685 Reprogramming Large Pretrained Language Models for Antibody Sequence Infilling3.503.500.870.00
5, 3, 3, 3
5, 3, 3, 3
3686 Differentially Private Conditional Text Generation For Synthetic Data Production3.503.500.870.00
3, 5, 3, 3
3, 5, 3, 3
3687 GMML is All you Need3.503.500.870.00
3, 5, 3, 3
3, 5, 3, 3
3688 Variational Pseudo Labels for Meta Test-time Adaptation3.504.001.000.50
5, 3, 3, 3
5, 3, 3, 5
3689 Guided Safe Shooting: model based reinforcement learning with safety constraints3.503.500.870.00
3, 3, 5, 3
3, 3, 5, 3
3690 LEXA: Language-agnostic Cross-consistency Training for Question Answering Tasks3.503.500.870.00
3, 3, 5, 3
3, 3, 5, 3
3691 RulE: Neural-Symbolic Knowledge Graph Reasoning with Rule Embedding3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3692 Consciousness-Aware Multi-Agent Reinforcement Learning3.503.501.660.00
1, 5, 3, 5
1, 5, 3, 5
3693 Can Fair Federated Learning reduce the need for personalization?3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3694 Dynamical Signatures of Learning in Recurrent Networks3.503.500.870.00
3, 5, 3, 3
3, 5, 3, 3
3695 Cross-Protein Wasserstein Transformer for Protein-Protein Interactions3.503.500.870.00
3, 3, 5, 3
3, 3, 5, 3
3696 Demystifying black-box DNN training processes through Concept-Monitor3.503.001.79-0.50
3, 1, 5, 5
3, 1, 5, 5, 1
3697 Improving the Estimation of Instance-dependent Transition Matrix by using Self-supervised Learning3.503.501.660.00
1, 5, 3, 5
1, 5, 3, 5
3698 A general differentially private learning framework for decentralized data3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3699 ReG-NAS: Graph Neural Network Architecture Search using Regression Proxy Task3.503.500.870.00
3, 5, 3, 3
3, 5, 3, 3
3700 Penalizing the High-likelihood: A Novel Sampling Method for Open-ended Neural Text Generation via Inverse Probability Weighting3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3701 Injecting Image Details into CLIP's Feature Space3.503.000.00-0.50
3, 3, 3, 5
3, 3, 3, 3
3702 OCIM : Object-centric Compositional Imagination for Visual Abstract Reasoning3.503.500.870.00
3, 5, 3, 3
3, 5, 3, 3
3703 Effectively Clarify Confusion via Visualized Aggregation and Separation of Deep Representation3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3704 Structural Code Representation Learning for Auto-Vectorization3.504.251.300.75
3, 3, 5, 3
6, 3, 5, 3
3705 MobileViTv3: Mobile-Friendly Vision Transformer with Simple and Effective Fusion of Local, Global and Input Features3.503.500.870.00
3, 3, 5, 3
3, 3, 5, 3
3706 Revisiting Instance-Reweighted Adversarial Training3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3707 Few-Shot Text Classification with Dual Contrastive Consistency Training3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3708 Self-supervised Continual Learning based on Batch-mode Novelty Detection3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3709 Approximate Conditional Coverage via Neural Model Approximations3.503.500.870.00
3, 5, 3, 3
3, 5, 3, 3
3710 Learning to Act through Activation Function Optimization in Random Networks3.503.500.870.00
5, 3, 3, 3
5, 3, 3, 3
3711 Perceive, Ground, Reason, and Act: A Benchmark for General-purpose Visual Representation3.504.001.000.50
5, 3, 3, 3
5, 3, 3, 5
3712 Task Regularized Hybrid Knowledge Distillation For Continual Object Detection3.503.000.00-0.50
5, 3, 3, 3
3, 3, 3, 3
3713 GOING BEYOND 1-WL EXPRESSIVE POWER WITH 1-LAYER GRAPH NEURAL NETWORKS3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3714 Backdoors Stuck At The Frontdoor: Multi-Agent Backdoor Attacks That Backfire3.503.501.660.00
1, 5, 5, 3
1, 5, 5, 3
3715 Less is More: Rethinking Few-Shot Learning and Recurrent Neural Nets3.503.500.870.00
3, 5, 3, 3
3, 5, 3, 3
3716 FedEED: Efficient Federated Distillation with Ensemble of Aggregated Models3.503.500.870.00
3, 3, 5, 3
3, 3, 5, 3
3717 A Simple, Yet Effective Approach to Finding Biases in Code Generation3.503.500.870.00
3, 5, 3, 3
3, 5, 3, 3
3718 Surrogate Gradient Design for LIF networks3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3719 The Multiple Subnetwork Hypothesis: Enabling Multidomain Learning by Isolating Task-Specific Subnetworks in Feedforward Neural Networks3.503.500.870.00
3, 5, 3, 3
3, 5, 3, 3
3720 Gradient-Informed Quality Diversity for the Illumination of Discrete Spaces3.503.502.500.00
1, 6, 1, 6
1, 6, 1, 6
3721 Linear Scalarization for Byzantine-Robust Learning on non-IID data3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3722 Planning With Uncertainty: Deep Exploration in Model-Based Reinforcement Learning3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3723 A Hierarchical Hyper-rectangle Mass Model for Fine-grained Entity Typing3.503.500.870.00
3, 5, 3, 3
3, 5, 3, 3
3724 Enhancing the Transferability of Adversarial Examples via a Few Queries and Fuzzy Domain Eliminating3.503.501.660.00
1, 5, 3, 5
1, 5, 3, 5
3725 AIA: learn to design greedy algorithm for NP-complete problems using neural networks3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3726 Fair Federated Learning via Bounded Group Loss3.503.751.300.25
3, 5, 3, 3
3, 6, 3, 3
3727 Target-Free Ligand Scoring via One-Shot Learning3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3728 Beyond Traditional Transfer Learning: Co-finetuning for Action Localisation3.503.500.870.00
3, 3, 5, 3
3, 3, 5, 3
3729 Neural Embeddings for Text3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3730 Tessellated Neural Networks: A Robust Defence against Adversarial Attacks3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3731 Deep Reinforcement learning on Adaptive Pairwise Critic and Asymptotic Actor3.503.500.870.00
3, 5, 3, 3
3, 5, 3, 3
3732 Causal Inference via Nonlinear Variable Decorrelation in Healthcare3.503.500.870.00
3, 5, 3, 3
3, 5, 3, 3
3733 DoE2Vec: Representation Learning for Exploratory Landscape Analysis3.503.500.870.00
3, 5, 3, 3
3, 5, 3, 3
3734 Test-time recalibration of conformal predictors under distribution shift based on unlabeled examples3.504.001.000.50
5, 3, 3, 3
5, 3, 5, 3
3735 Newton Losses: Efficiently Including Second-Order Information into Gradient Descent3.503.500.870.00
3, 5, 3, 3
3, 5, 3, 3
3736 When is Adversarial Robustness Transferable?3.503.500.870.00
3, 3, 5, 3
3, 3, 5, 3
3737 Neural Operator Variational Inference based on Regularized Stein Discrepancy for Deep Gaussian Processes3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3738 Understanding Catastrophic Overfitting in Fast Adversarial Training From a Non-robust Feature Perspective3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3739 Generative Multi-Flow Networks: Centralized, Independent and Conservation3.503.500.870.00
3, 3, 5, 3
3, 3, 5, 3
3740 ID and OOD Performance Are Sometimes Inversely Correlated on Real-world Datasets3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3741 Strength-Adaptive Adversarial Training3.503.500.870.00
5, 3, 3, 3
5, 3, 3, 3
3742 Deep Deformation Based on Feature-Constraint for 3D Human Mesh Correspondence3.503.500.870.00
5, 3, 3, 3
5, 3, 3, 3
3743 Revisiting Embeddings for Graph Neural Networks3.503.500.870.00
3, 5, 3, 3
3, 5, 3, 3
3744 Empirical analysis of representation learning and exploration in neural kernel bandits3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3745 Explainability of deep reinforcement learning algorithms in robotic domains by using Layer-wise Relevance Propagation3.503.500.870.00
3, 5, 3, 3
3, 5, 3, 3
3746 High Dimensional Bayesian Optimization with Reinforced Transformer Deep Kernels3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3747 Latent Offline Distributional Actor-Critic3.503.500.870.00
5, 3, 3, 3
5, 3, 3, 3
3748 Is Stochastic Gradient Descent Near Optimal?3.503.500.870.00
5, 3, 3, 3
5, 3, 3, 3
3749 FONDUE: an Algorithm to Find the Optimal Dimensionality of the Latent Representations of Variational Autoencoders3.503.500.870.00
3, 5, 3, 3
3, 5, 3, 3
3750 Interpreting Distributional Reinforcement Learning: A Regularization Perspective3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3751 Global Hardest Example Mining with Prototype-based Triplet Loss3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3752 MGMA: Mesh Graph Masked Autoencoders for Self-supervised Learning on 3D Shape3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3753 Improving the Latent Space of Image Style Transfer3.503.500.870.00
5, 3, 3, 3
5, 3, 3, 3
3754 Out-of-distribution Detection with Diffusion-based Neighborhood3.503.500.870.00
3, 3, 3, 5
3, 3, 3, 5
3755 SELF-SUPERVISED PRETRAINING FOR DIFFERENTIALLY PRIVATE LEARNING3.503.500.870.00
3, 3, 5, 3
3, 3, 5, 3
3756 Learning Axis-Aligned Decision Trees with Gradient Descent3.504.251.300.75
5, 3, 3, 3
6, 3, 5, 3
3757 EyeDAS: Securing Perception of Autonomous Cars Against the Stereoblindness Syndrome3.503.501.660.00
5, 1, 5, 3
5, 1, 5, 3
3758 Hardware-restriction-aware training (HRAT) for memristor neural networks3.503.500.870.00
3, 3, 5, 3
3, 3, 5, 3
3759 GraphCG: Unsupervised Discovery of Steerable Factors in Graphs3.504.001.000.50
3, 5, 3, 3
5, 5, 3, 3
3760 Progressive Mixup Augmented Teacher-Student Learning for Unsupervised Domain Adaptation3.403.400.800.00
3, 3, 3, 5, 3
3, 3, 3, 5, 3
3761 On Making Graph Continual Learning Easy, Fool-Proof, and Extensive: a Benchmark Framework and Scenarios3.403.401.500.00
3, 3, 5, 1, 5
3, 3, 5, 1, 5
3762 Off Policy Average Reward Actor Critic with Deterministic Policy Search3.404.201.940.80
1, 3, 3, 5, 5
1, 6, 6, 5, 3
3763 Rethinking Deep Spiking Neural Networks: A Multi-Layer Perceptron Approach3.403.601.200.20
5, 3, 3, 3, 3
6, 3, 3, 3, 3
3764 Cooperative Adversarial Learning via Closed-Loop Transcription3.403.401.500.00
5, 1, 3, 3, 5
5, 1, 3, 3, 5
3765 Dealing with missing data using attention and latent space regularization3.403.400.800.00
3, 5, 3, 3, 3
3, 5, 3, 3, 3
3766 Revisiting Information-Based Clustering with Pseudo-Posterior Models3.333.332.050.00
1, 6, 3
1, 6, 3
3767 Human alignment of neural network representations3.335.002.941.67
3, 1, 6
8, 1, 6
3768 How Erdös and Rényi Win the Lottery3.333.332.050.00
6, 3, 1
6, 3, 1
3769 Convergence Rate of Primal-Dual Approach to Constrained Reinforcement Learning with Softmax Policy3.253.251.790.00
6, 3, 1, 3
6, 3, 1, 3
3770 Towards biologically plausible Dreaming and Planning3.253.251.790.00
1, 3, 6, 3
1, 3, 6, 3
3771 Post-mortem on a deep learning contest: a Simpson’s paradox and the complementary roles of scale metrics versus shape metrics3.253.251.790.00
3, 3, 1, 6
3, 3, 1, 6
3772 Complete Likelihood Objective for Latent Variable Models3.253.252.860.00
1, 3, 1, 8
1, 3, 1, 8
3773 Meta-Learning via Classifier(-free) Guidance3.253.751.300.50
1, 3, 6, 3
3, 3, 6, 3
3774 Representation Interference Suppression via Non-linear Value Factorization for Indecomposable Markov Games3.253.252.280.00
1, 5, 6, 1
1, 5, 6, 1
3775 Rank-1 Matrix Completion with Gradient Descent and Small Random Initialization3.253.251.790.00
1, 3, 6, 3
1, 3, 6, 3
3776 Exploring semantic information in disease: Simple Data Augmentation Techniques for Chinese Disease Normalization3.252.500.87-0.75
3, 1, 6, 3
3, 1, 3, 3
3777 The Curse of Low Task Diversity: On the Failure of Transfer Learning to Outperform MAML and their Empirical Equivalence3.253.251.790.00
3, 1, 3, 6
3, 1, 3, 6
3778 Contrastive Unsupervised Learning of World Model with Invariant Causal Features3.253.251.790.00
3, 1, 3, 6
3, 1, 3, 6
3779 Quark: A Gradient-Free Quantum Learning Framework for Classification Tasks3.253.251.790.00
3, 6, 1, 3
3, 6, 1, 3
3780 On the Impact of Adversarially Robust Models on Algorithmic Recourse3.253.751.300.50
3, 1, 6, 3
3, 3, 6, 3
3781 Link Prediction without Graph Neural Networks3.253.251.790.00
1, 6, 3, 3
1, 6, 3, 3
3782 The Crossword Puzzle: Simplifying Deep Neural Network Pruning with Fabulous Coordinates3.203.202.040.00
6, 5, 1, 1, 3
6, 5, 1, 1, 3
3783 Suppression helps: Lateral Inhibition-inspired Convolutional Neural Network for Image Classification3.003.251.790.25
1, 3, 5, 3
1, 3, 6, 3
3784 Detecting Out-of-Distribution Data with Semi-supervised Graph “Feature' Networks3.003.001.410.00
3, 3, 1, 5
3, 3, 1, 5
3785 Towards scalable and non-IID robust Hierarchical Federated Learning via Label-driven Knowledge Aggregator3.003.000.000.00
3, 3, 3
3, 3, 3
3786 Online black-box adaptation to label-shift in the presence of conditional-shift3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3787 Improving Protein Interaction Prediction using Pretrained Structure Embedding3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3788 Scrunch: Preventing sensitive property inference through privacy-preserving representation learning3.003.000.000.00
3, 3, 3
3, 3, 3
3789 GM-VAE: Representation Learning with VAE on Gaussian Manifold3.003.000.000.00
3, 3, 3
3, 3, 3
3790 Learning Test Time Augmentation with Cascade Loss Prediction3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3791 Optimizing Data-Flow in Binary Neural Networks3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3792 Neural Representations in Multi-Task Learning guided by Task-Dependent Contexts3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3793 Multi Task Learning of Different Class Label Representations for Stronger Models3.003.001.410.00
3, 3, 1, 5
3, 3, 1, 5
3794 Oscillation Neural Ordinary Differential Equations3.003.000.000.00
3, 3, 3
3, 3, 3
3795 Noise Transforms Feed-Forward Networks into Sparse Coding Networks3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3796 Robust attributions require rethinking robustness metrics3.003.400.800.40
3, 3, 3, 5, 1
3, 3, 3, 5, 3
3797 Atomized Deep Learning Models3.003.000.000.00
3, 3, 3, 3, 3
3, 3, 3, 3, 3
3798 Towards Diverse Perspective Learning with Switch over Multiple Temporal Pooling3.003.001.630.00
1, 3, 5
1, 3, 5
3799 Probe Into Multi-agent Adversarial Reinforcement Learning through Mean-Field Optimal Control3.003.001.410.00
3, 1, 5, 3
3, 1, 5, 3
3800 LEARNING DYNAMIC ABSTRACT REPRESENTATIONS FOR SAMPLE-EFFICIENT REINFORCEMENT LEARNING3.004.330.941.33
3, 3, 3
5, 5, 3
3801 Boosting Adversarial Training with Masked Adaptive Ensemble3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3802 Disentangled Conditional Variational Autoencoder for Unsupervised Anomaly Detection3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3803 META-LEARNING FOR UNSUPERVISED OUTLIER DETECTION WITH OPTIMAL TRANSPORT3.003.001.410.00
5, 1, 3, 3
5, 1, 3, 3
3804 ADVL: Adaptive Distillation for Vision-Language Tasks3.003.000.000.00
3, 3, 3
3, 3, 3
3805 Learning Arborescence with An Efficient Inference Algorithm3.003.000.000.00
3, 3, 3
3, 3, 3
3806 Systematic Generalization and Emergent Structures in Transformers Trained on Structured Tasks3.003.001.630.00
5, 1, 3
5, 1, 3
3807 DeepDFA: Dataflow Analysis-Guided Efficient Graph Learning for Vulnerability Detection3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3808 Spatial Reasoning Network for Zero-shot Constrained Scene Generation3.003.001.630.00
5, 1, 3
5, 1, 3
3809 NOTELA: A Generalizable Method for Source Free Domain Adaptation3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3810 Federated Representation Learning via Maximal Coding Rate Reduction3.003.001.410.00
1, 3, 5, 3
1, 3, 5, 3
3811 Memory Efficient Dynamic Sparse Training3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3812 Temporal Change Sensitive Representation for Reinforcement Learing3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3813 A Framework for Comprehensive Evaluations of Graph Neural Network based Community Detection using Node Clustering3.003.000.000.00
3, 3, 3
3, 3, 3
3814 Improving the Strength of Human-Like Models in Chess3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3815 Continual Active Learning3.003.751.920.75
3, 5, 3, 1
3, 6, 5, 1
3816 Membership Leakage in Pre-trained Language Models3.003.001.630.00
3, 1, 5
3, 1, 5
3817 An Exploration of Conditioning Methods in Graph Neural Networks3.003.000.000.00
3, 3, 3
3, 3, 3
3818 Robust Policy Optimization in Deep Reinforcement Learning3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3819 The Minimal Feature Removal Problem in Neural Networks3.003.001.630.00
3, 5, 1
3, 5, 1
3820 Continuous Depth Recurrent Neural Differential Equations3.003.000.000.00
3, 3, 3
3, 3, 3
3821 Advantage Constrained Proximal Policy Optimization in Multi-Agent Reinforcement Learning3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3822 Progressive Data Dropout: An Adaptive Training Strategy for Large-Scale Supervised Learning3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3823 Towards a Mathematics Formalisation Assistant using Large Language Models3.003.001.410.00
3, 1, 5, 3
3, 1, 5, 3
3824 Learning Portable Skills by Identifying Generalizing Features with an Attention-Based Ensemble3.003.000.000.00
3, 3, 3
3, 3, 3
3825 Data dependent frequency sensitivity of convolutional neural networks3.004.330.941.33
3, 3, 3
5, 5, 3
3826 Is end-to-end learning enough for fitness activity recognition?3.003.000.940.00
3, 3, 3, 5, 3, 3, 3, 1, 3
3, 3, 3, 5, 3, 3, 3, 1, 3
3827 Single SMPC Invocation DPHelmet: Differentially Private Distributed Learning on a Large Scale3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3828 Robust Exploration via Clustering-based Online Density Estimation3.003.000.000.00
3, 3, 3
3, 3, 3
3829 Using semantic distance for diverse and sample efficient genetic programming3.003.001.630.00
1, 3, 5
1, 3, 5
3830 Soft Sampling for Efficient Training of Deep Neural Networks on Massive Data3.003.000.000.00
3, 3, 3
3, 3, 3
3831 Improving Adversarial Robustness by Contrastive Guided Diffusion Process3.003.000.000.00
3, 3, 3
3, 3, 3
3832 Revealing Dominant Eigendirections via Spectral Non-Robustness Analysis in the Deep Reinforcement Learning Policy Manifold3.003.000.000.00
3, 3, 3, 3, 3
3, 3, 3, 3, 3
3833 Enhanced Spatio-Temporal Image Encoding for Online Human Activity Recognition3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3834 SmilesFormer: Language Model for Molecular Design3.003.001.630.00
1, 3, 5
1, 3, 5
3835 A NEW PARADIGM FOR CROSS-MODALITY PERSON RE-IDENTIFICATION3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3836 Using Planning to Improve Semantic Parsing of Instructional Texts3.003.001.410.00
3, 3, 1, 5
3, 3, 1, 5
3837 Improved Stein Variational Gradient Descent with Importance Weights3.003.332.050.33
3, 5, 1
3, 6, 1
3838 Time-Myopic Go-Explore: Learning A State Representation for the Go-Explore Paradigm3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3839 Physics Model-based Autoencoding for Magnetic Resonance Fingerprinting3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3840 Lightweight Equivariant Graph Representation Learning for Protein Engineering3.004.330.941.33
1, 3, 5
3, 5, 5
3841 QUIC-FL: : Quick Unbiased Compression for Federated Learning3.003.000.000.00
3, 3, 3
3, 3, 3
3842 FedMEKT: Split Multimodal Embedding Knowledge Transfer in Federated Learning3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3843 End-to-End Speech Synthesis Based on Deep Conditional Schrödinger Bridges3.003.001.410.00
3, 5, 1, 3
3, 5, 1, 3
3844 CCT: Cross-consistency training for Clone Detection and Code Search Tasks3.003.001.410.00
5, 3, 3, 1
5, 3, 3, 1
3845 GraphVF: Controllable Protein-Specific 3D Molecule Generation with Variational Flow3.002.500.87-0.50
3, 3, 3, 3
3, 3, 1, 3
3846 The Effective coalitions of Shapley value For Integrated Gradients3.003.000.000.00
3, 3, 3
3, 3, 3
3847 Tree-structure segmentation for logistic regression3.003.000.000.00
3, 3, 3
3, 3, 3
3848 PREDICTION OF TOURISM FLOW WITH SPARSE DATA INCORPORATING TOURIST GEOLOCATIONS3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3849 Meta-learning with Auto-generated Tasks for Predicting Human Behaviour in Normal Form Games3.003.001.410.00
5, 3, 3, 1
5, 3, 3, 1
3850 Decentralized Policy Optimization3.003.000.000.00
3, 3, 3
3, 3, 3
3851 Image Segmentation using Transfer Learning with DeepLabv3 to Facilitate Photogrammetric Limb Scanning3.003.000.000.00
3, 3, 3
3, 3, 3
3852 Augmentative Topology Agents For Open-Ended Learning3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3853 Revisiting Over-smoothing in Graph Neural Networks3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3854 Evaluating Robustness of Generative Models with Adversarial Networks3.003.000.000.00
3, 3, 3
3, 3, 3
3855 Approximating How Single Head Attention Learns3.003.000.000.00
3, 3, 3
3, 3, 3
3856 MVP: Multi-task Supervised Pre-training for Natural Language Generation3.003.001.630.00
5, 1, 3
5, 1, 3
3857 ATTRIBUTES RECONSTRUCTION IN HETEROGENEOUS NETWORKS VIA GRAPH AUGMENTATION3.003.001.630.00
5, 1, 3
5, 1, 3
3858 HAS IT REALLY IMPROVED? KNOWLEDGE GRAPH BASED SEPARATION AND FUSION FOR RECOMMENDATION3.003.000.000.00
3, 3, 3
3, 3, 3
3859 Block-Diagonal Structure Learning for Subspace Clustering3.003.000.000.00
3, 3, 3
3, 3, 3
3860 Thrust: Adaptively Propels Large Language Models with External Knowledge3.003.500.870.50
3, 3, 5, 1
3, 3, 5, 3
3861 SGD and Weight Decay Provably Induce a Low-Rank Bias in Neural Networks3.002.500.87-0.50
1, 3, 3, 5
1, 3, 3, 3
3862 Transfer Learning with Context-aware Feature Compensation3.003.000.000.00
3, 3, 3
3, 3, 3, 3
3863 TuneUp: A Training Strategy for Improving Generalization of Graph Neural Networks3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3864 Logical view on fairness of a binary classification task3.003.001.630.00
1, 5, 3
1, 5, 3
3865 Active Sampling for Node Attribute Completion on Graphs3.003.001.410.00
3, 3, 1, 5
3, 3, 1, 5
3866 Emb-GAM: an Interpretable and Efficient Predictor using Pre-trained Language Models3.003.001.630.00
3, 1, 5
3, 1, 5
3867 A Probabilistic Approach to Self-Supervised Learning using Cyclical Stochastic Gradient MCMC 3.003.000.000.00
3, 3, 3
3, 3, 3
3868 Tabular Data to Image Generation: Benchmark Data, Approaches, and Evaluation3.003.000.000.00
3, 3, 3
3, 3, 3
3869 Representing Latent Dimensions Using Compressed Number Lines3.003.751.920.75
1, 5, 3
1, 5, 3, 6
3870 Neural Graphical Models3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3871 Meta-learning from demonstrations improves compositional generalization3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3872 LSTM-BASED-AUTO-BI-LSTM for Remaining Useful Life (RUL) Prediction: the first round of test results3.003.000.000.00
3, 3, 3
3, 3, 3
3873 ModReduce: A Multi-Knowledge Distillation Framework with Online Learning3.003.001.410.00
3, 5, 3, 1
3, 5, 3, 1
3874 Pretraining the Vision Transformer using self-supervised methods for vision based Deep Reinforcement Learning3.003.000.000.00
3, 3, 3, 3, 3
3, 3, 3, 3, 3
3875 Isometric Representations in Neural Networks Improve Robustness3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3876 CBP-QSNN: Spiking Neural Networks Quantized Using Constrained Backpropagation3.003.000.000.00
3, 3, 3
3, 3, 3
3877 Disentangled (Un)Controllable Features3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3878 CWATR: Generating Richer Captions with Object Attributes3.003.000.000.00
3, 3, 3
3, 3, 3
3879 QUANTIZATION AWARE FACTORIZATION FOR DEEP NEURAL NETWORK COMPRESSION3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3880 Context and History Aware Other-Shaping3.004.001.001.00
3, 1, 3, 5
3, 3, 5, 5
3881 Class Interference of Deep Networks3.003.671.890.67
3, 5, 1
5, 5, 1
3882 Bi-Level Dynamic Parameter Sharing among Individuals and Teams for Promoting Collaborations in Multi-Agent Reinforcement Learning3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3883 Uplift Modelling based on Graph Neural Network Combined with Causal Knowledge3.003.000.000.00
3, 3, 3
3, 3, 3
3884 Incorporating Explicit Uncertainty Estimates into Deep Offline Reinforcement Learning3.003.000.000.00
3, 3, 3
3, 3, 3
3885 Signs in the Lottery: Structural Similarities Between Winning Tickets3.003.001.410.00
3, 1, 5, 3
3, 1, 5, 3
3886 ADVERSARY-AWARE PARTIAL LABEL LEARNING WITH LABEL DISTILLATION3.003.500.870.50
3, 1, 3, 5
3, 3, 3, 5
3887 Identical Initialization: A Universal Approach to Fast and Stable Training of Neural Networks3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3888 CENTROID-BASED JOINT REPRESENTATION FOR HUMAN POSE ESTIMATION AND INSTANCE SEGMENTATION3.003.001.630.00
3, 1, 5
3, 1, 5
3889 Probable Dataset Searching Method with Uncertain Dataset Information in Adjusting Architecture Hyper Parameter3.003.000.000.00
3, 3, 3
3, 3, 3
3890 Scaled Neural Multiplicative Model for Tractable Optimization3.003.001.630.00
1, 5, 3
1, 5, 3
3891 LAU: A novel two-parameter learnable Logmoid Activation Unit3.003.001.630.00
1, 3, 5
1, 3, 5
3892 N-Student Learning: An Approach to Model Uncertainty and Combat Overfitting3.003.000.000.00
3, 3, 3
3, 3, 3
3893 Better handling unlabeled entity problem using PU-learning and negative sampling3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3894 Communication-Efficient and Drift-Robust Federated Learning via Elastic Net3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3895 Substructured Graph Convolution for Non-overlapping Graph Decomposition3.003.000.000.00
3, 3, 3
3, 3, 3
3896 An Investigation of Domain Generalization with Rademacher Complexity3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3897 Convergence of Generative Deep Linear Networks Trained with Bures-Wasserstein Loss3.004.500.871.50
3, 3, 3, 3
5, 3, 5, 5
3898 Spotting Expressivity Bottlenecks and Fixing Them Optimally 3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3899 Diffusing Graph Attention3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3900 TabDDPM: Modelling Tabular Data with Diffusion Models3.003.001.410.00
3, 1, 5, 3
3, 1, 5, 3
3901 Considering Layerwise Importance in the Lottery Ticket Hypothesis3.003.000.000.00
3, 3, 3
3, 3, 3
3902 Memory of Unimaginable Outcomes in Experience Replay3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3903 RetinexUTV: ROBUST RETINEX MODEL WITH UNFOLDING TOTAL VARIATION3.003.001.410.00
3, 1, 3, 5
3, 1, 3, 5
3904 Learning in Compressed Domain via Knowledge Transfer3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3905 Generative Recorrupted-to-Recorrupted: An Unsupervised Image Denoising Network for Arbitrary Noise Distribution3.003.001.410.00
3, 1, 5, 3
3, 1, 5, 3
3906 Low-Entropy Features Hurt Out-of-Distribution Performance3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3907 Determinant regularization for Deep Metric Learning3.003.001.410.00
3, 1, 3, 5
3, 1, 3, 5
3908 Learning to Communicate using Contrastive Learning 3.003.000.000.00
3, 3, 3
3, 3, 3
3909 Flexible Relation Preserving for Adversarial Training3.003.001.630.00
3, 1, 5
3, 1, 5
3910 PA-LoFTR: Local Feature Matching with 3D Position-Aware Transformer3.003.000.000.00
3, 3, 3
3, 3, 3
3911 Explaining Representation Bottlenecks of Convolutional Decoder Networks3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3912 TaylorNet: A Taylor-Driven Generic Neural Architecture3.004.330.941.33
3, 3, 3
5, 3, 5
3913 ProtoVAE: Using Prototypical Networks for Unsupervised Disentanglement3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3914 Abstract Visual Reasoning by Self-supervised Contrastive Learning3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3915 Mixed-Precision Inference Quantization: Radically Towards Faster inference speed, Lower Storage requirement, and Lower Loss3.003.001.630.00
1, 3, 5
1, 3, 5
3916 Leveraging Double Descent for Scientific Data Analysis: Face-Based Social Behavior as a Case Study3.003.001.410.00
3, 1, 3, 5
3, 1, 3, 5
3917 Gradient Properties of Hard Thresholding Operator3.003.001.410.00
1, 3, 3, 5
1, 3, 3, 5
3918 Wasserstein Fair Autoencoders3.003.001.630.00
3, 5, 1
3, 5, 1
3919 Low-Rank Winograd Transformation for 3D Convolutional Neural Networks3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3920 Structure-based Drug Design with Equivariant Diffusion Models3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3921 Deep reinforced active learning for multi-class image classification3.003.000.000.00
3, 3, 3
3, 3, 3
3922 Big Learning: A Universal Machine Learning Paradigm?3.003.001.630.00
5, 1, 3
5, 1, 3
3923 Interpretable Out-of-Distribution Detection using Pattern Identification3.003.000.000.00
3, 3, 3
3, 3, 3, 3
3924 On a Built-in Conflict between Deep Learning and Systematic Generalization3.004.500.871.50
5, 1, 3, 3
5, 5, 5, 3
3925 Block-level Stiffness Analysis of Residual Networks3.003.000.000.00
3, 3, 3
3, 3, 3
3926 Explainable Artificial Intelligence: Reaping the Fruits of Decision Trees3.003.001.410.00
5, 1, 3, 3
5, 1, 3, 3
3927 Hard Regularization to Prevent Collapse in Online Deep Clustering without Data Augmentation3.003.500.870.50
3, 3, 1, 5
3, 3, 3, 5
3928 MultiWave: Multiresolution Deep Architectures through Wavelet Decomposition for Multivariate Timeseries Forecasting and Prediction3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3929 Generaling Multimodal Variational Methods to Sets3.003.001.410.00
1, 3, 3, 5
1, 3, 3, 5
3930 Training A Multi-stage Deep Classifier with Feedback Signals3.003.001.630.00
1, 5, 3
1, 5, 3
3931 Hybrid Neuro-Symbolic Reasoning based on Multimodal Fusion3.003.001.410.00
3, 1, 5, 3
3, 1, 5, 3
3932 Distilling Text-Image Foundation Models3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3933 Refining Visual Representation for Generalized Zero-Shot Recognition through Implicit-Semantics-Guided Metric Learning3.003.000.000.00
3, 3, 3, 3
3, 3, 3, 3
3934 A MULTI-SCALE STRUCTURE-PRESERVING HETEROLOGOUS IMAGE TRANSFORMATION ALGORITHM BASED ON CONDITIONAL ADVERSARIAL NETWORK LEARNING3.003.000.000.00
3, 3, 3
3, 3, 3
3935 Universal Graph Neural Networks without Message Passing2.802.802.230.00
1, 5, 6, 1, 1
1, 5, 6, 1, 1
3936 Understanding ReLU Network Robustness Through Test Set Certification Performance2.753.251.790.50
1, 1, 6, 3
1, 3, 6, 3
3937 Sparsity by Redundancy: Solving $L_1$ with a Simple Reparametrization2.752.752.050.00
1, 6, 1, 3
1, 6, 1, 3
3938 Self-Programming Artificial Intelligence Using Code-Generating Language Models2.602.600.800.00
3, 3, 3, 3, 1
3, 3, 3, 3, 1
3939 Exploring Generalization of Non-Contrastive self-supervised Learning2.602.600.800.00
3, 3, 3, 1, 3
3, 3, 3, 1, 3
3940 Quantized Disentangled Representations for Object-Centric Visual Tasks2.502.500.870.00
3, 1, 3, 3
3, 1, 3, 3
3941 HOW SAMPLING AFFECTS TRAINING: AN EFFECTIVE SAMPLING THEORY STUDY FOR LONG-TAILED IMAGE CLASSIFICATION2.502.500.870.00
1, 3, 3, 3
1, 3, 3, 3
3942 Stabilized training of joint energy-based models and its practical applications2.502.500.870.00
3, 3, 1, 3
3, 3, 1, 3
3943 Robustness Evaluation Using Local Substitute Networks2.502.500.870.00
3, 3, 1, 3
3, 3, 1, 3
3944 An Empirical Study of the Neural Contextual Bandit Algorithms2.503.000.000.50
1, 3, 3, 3
3, 3, 3, 3
3945 Global View For GCN: Why Go Deep When You Can Be Shallow?2.502.501.660.00
3, 1, 5, 1
3, 1, 5, 1
3946 Combining pretrained speech and text encoders for spoken language processing2.502.500.870.00
3, 3, 3, 1
3, 3, 3, 1
3947 Image Emotion Recognition using Cognitive Contextual Summarization Framework2.502.500.870.00
3, 3, 3, 1
3, 3, 3, 1
3948 FedPD: Defying data heterogeneity through privacy distillation2.502.500.870.00
1, 3, 3, 3
1, 3, 3, 3
3949 Indoor Localisation for Detecting Medication Use in Parkinson's Disease2.502.500.870.00
1, 3, 3, 3
1, 3, 3, 3
3950 A sampling framework for value-based reinforcement learning2.502.500.870.00
1, 3, 3, 3
1, 3, 3, 3
3951 Change Detection for bi-temporal images classification based on Siamese Variational AutoEncoder and Transfer Learning2.502.500.870.00
3, 1, 3, 3
3, 1, 3, 3
3952 Coarse-to-fine Knowledge Graph Domain Adaptation based on Distantly-supervised Iterative Training2.502.500.870.00
1, 3, 3, 3
1, 3, 3, 3
3953 Representing Multi-view Time-series Graph Structures for Multivariate Long-term Time-series Forecasting2.502.501.660.00
1, 3, 5, 1
1, 3, 5, 1
3954 Comparative Analysis between Vision Transformers and CNNs from the view of Neuroscience2.502.500.870.00
3, 1, 3, 3
3, 1, 3, 3
3955 A Robustly and Effectively Optimized Pretraining Approach for Masked Autoencoder2.502.500.870.00
1, 3, 3, 3
1, 3, 3, 3
3956 Transmission Dynamics of Hepatitis B: Analysis and Control2.502.500.870.00
3, 3, 1, 3
3, 3, 1, 3
3957 Enhancement and Numerical Assessment of Novel SARS-CoV-2 Virus Transmission Model2.502.500.870.00
3, 3, 1, 3
3, 3, 1, 3
3958 DEEAPR: Controllable Depth Enhancement via Adaptive Parametric Feature Rotation2.502.500.870.00
3, 3, 3, 1
3, 3, 3, 1
3959 Go-Explore with a guide: Speeding up search in sparse reward settings with goal-directed intrinsic rewards2.502.500.870.00
1, 3, 3, 3
1, 3, 3, 3
3960 Multiple output samples for each input in a single-output Gaussian process2.502.500.870.00
3, 3, 3, 1
3, 3, 3, 1
3961 Supervised Random Feature Regression via Projection Pursuit2.332.330.940.00
3, 1, 3
3, 1, 3
3962 Geometry Problem Solving based on Counterfactual Evolutionary Reasoning2.332.330.940.00
3, 1, 3
3, 1, 3
3963 Improve distance metric learning by learning positions of class centers2.332.330.940.00
3, 3, 1
3, 3, 1
3964 MCTransformer: Combining Transformers And Monte-Carlo Tree Search For Offline Reinforcement Learning2.332.330.940.00
3, 1, 3
3, 1, 3
3965 NOVEL FEATURE REPRESENTATION STRATEGIES FOR TIME SERIES FORECASTING WITH PREDICTED FUTURE COVARIATES2.332.330.940.00
3, 1, 3
3, 1, 3
3966 CNN Compression and Search Using Set Transformations with Width Modifiers on Network Architectures2.332.330.940.00
1, 3, 3
1, 3, 3
3967 Discerning Hydroclimatic Behavior with a Deep Convolutional Residual Regressive Neural Network2.332.330.940.00
3, 3, 1
3, 3, 1
3968 Multi-scale Attention for Diabetic Retinopathy Detection in Retinal Fundus Images2.332.330.940.00
3, 3, 1
3, 3, 1
3969 The batch size can affect inference results2.332.330.940.00
3, 1, 3
3, 1, 3
3970 SC2EGSet: StarCraft II Esport Replay and Game-state Dataset2.332.330.940.00
3, 1, 3
3, 1, 3
3971 Structural Privacy in Graphs2.332.330.940.00
3, 3, 1
3, 3, 1
3972 Personalized Federated Hypernetworks for Privacy Preservation in Multi-Task Reinforcement Learning2.332.330.940.00
3, 3, 1
3, 3, 1
3973 $$CONVOLUTION AND POOLING OPERATION MODULE WITH ADAPTIVE STRIDE PROCESSING EFFEC$$2.332.331.890.00
5, 1, 1
5, 1, 1
3974 Towards Global Optimality in Cooperative MARL with Sequential Transformation2.332.330.940.00
1, 3, 3
1, 3, 3
3975 Towards Controllable Policy through Goal-Masked Transformers2.332.330.940.00
3, 3, 1
3, 3, 1
3976 Monkeypox with Cross Infection Hypothesis via Epidemiological Mode2.332.330.940.00
3, 3, 1
3, 3, 1
3977 MANDERA: Malicious Node Detection in Federated Learning via Ranking2.332.330.940.00
3, 1, 3
3, 1, 3
3978 C3PO: Learning to Achieve Arbitrary Goals via Massively Entropic Pretraining2.333.000.000.67
1, 3, 3
3, 3, 3
3979 Rethinking Backdoor Data Poisoning Attacks in the Context of Semi-Supervised Learning2.332.330.940.00
1, 3, 3
1, 3, 3
3980 CoGANs: Collaborative Generative Adversarial Networks2.332.330.940.00
3, 3, 1
3, 3, 1
3981 S-SOLVER: Numerically Stable Adaptive Step Size Solver for Neural ODEs2.332.331.890.00
1, 1, 5
1, 1, 5
3982 CI-VAE: a Class-Informed Deep Variational Autoencoder for Enhanced Class-Specific Data Interpolation2.252.252.170.00
1, 1, 6, 1
1, 1, 6, 1
3983 Improved Gradient Descent Optimization Algorithm based on Inverse Model-Parameter Difference2.002.001.000.00
1, 3, 1, 3
1, 3, 1, 3
3984 Emergence of Exploration in Policy Gradient Reinforcement Learning via Resetting2.002.001.000.00
1, 3, 1, 3
1, 3, 1, 3
3985 Counterfactual Vision-Language Data Synthesis with Intra-Sample Contrast Learning2.002.001.000.00
3, 3, 1, 1
3, 3, 1, 1
3986 Shallow Learning In Materio.2.002.001.000.00
3, 1, 1, 3
3, 1, 1, 3
3987 Deep Learning of Intrinsically Motivated Options in the Arcade Learning Environment2.002.001.000.00
1, 1, 3, 3
1, 1, 3, 3
3988 'I pick you choose': Joint human-algorithm decision making in multi-armed bandits2.002.001.000.00
3, 1, 1, 3
3, 1, 1, 3
3989 Unsupervised Non-Parametric Signal Separation Using Bayesian Neural Networks2.002.001.000.00
3, 1, 1, 3
3, 1, 1, 3
3990 Re-Benchmarking Out-of-Distribution Detection in Deep Neural Networks2.002.001.000.00
3, 1, 1, 3
3, 1, 1, 3
3991 Smooth Mathematical Functions from Compact Neural Networks2.002.001.000.00
3, 1, 3, 1
3, 1, 3, 1
3992 Online Reinforcement Learning via Posterior Sampling of Policy2.002.001.000.00
1, 1, 3, 3
1, 1, 3, 3
3993 Comparing semantic and morphological analogy completion in word embeddings2.002.001.000.00
1, 3, 1, 3
1, 3, 1, 3
3994 Co-Evolution As More Than a Scalable Alternative for Multi-Agent Reinforcement Learning2.002.001.000.00
3, 3, 1, 1
3, 3, 1, 1
3995 Self-Paced Learning Enhanced Physics-informed Neural Networks for Solving Partial Differential Equations2.002.001.000.00
1, 3, 3, 1
1, 3, 3, 1
3996 Searching optimal adjustment features for treatment effect estimation2.002.001.000.00
3, 3, 1, 1
3, 3, 1, 1
3997 Feature-Driven Talking Face Generation with StyleGAN22.002.001.000.00
1, 3, 1, 3
1, 3, 1, 3
3998 GENERATIVE OF ORIGIN MODEL DISTRIBUTION MASKED WITH EMOTIONS AND TOPICS DISTRIBUTION IN HYBRID METHOD2.002.001.000.00
3, 1, 1, 3
3, 1, 1, 3
3999 MESSAGENET: MESSAGE CLASSIFICATION USING NATURAL LANGUAGE PROCESSING AND META-DATA2.002.001.000.00
1, 3, 1, 3
1, 3, 1, 3
4000 Semi-connected Joint Entity Recognition and Relation Extraction of Contextual Entities in Family History Records2.002.001.000.00
1, 3, 3, 1
1, 3, 3, 1
4001 An Empirical Study on Anomaly detection Using Density Based and Representative Based Clustering algorithms2.002.001.000.00
3, 3, 1, 1
3, 3, 1, 1
4002 MixQuant: A Quantization Bit-width Search that Can Optimize the Performance of your Quantization Method2.002.001.000.00
3, 3, 1, 1
3, 3, 1, 1
4003 The GANfather: Controllable generation of malicious activity to expose detection weaknesses and improve defence systems.1.673.332.051.67
1, 1, 3
6, 1, 3
4004 Vectorial Graph Convolutional Networks1.671.670.940.00
3, 1, 1
3, 1, 1
4005 Learning Discriminative Representations for Chromosome Classification with Small Datasets1.671.670.940.00
1, 1, 3
1, 1, 3
4006 REPRESENTATIVE PROTOTYPE WITH CONSTRASTIVE LEARNING FOR SEMI-SUPENVISED FEW-SHOT CLASSIFICATION1.671.670.940.00
1, 1, 3
1, 1, 3
4007 Adaptive Gradient Methods with Local Guarantees1.674.330.942.67
1, 1, 3
5, 5, 3
4008 Predicting Antimicrobial MICs for Nontyphoidal Salmonella Using Multitask Representations Learning 1.671.670.940.00
1, 3, 1
1, 3, 1
4009 Convergence of the mini-batch SIHT algorithm1.671.670.940.00
1, 1, 3
1, 1, 3
4010 Recurrent Back-Projection Generative Adversarial Network for Video Super Resolution1.501.500.870.00
1, 1, 3, 1
1, 1, 3, 1
4011 Ensemble Homomorphic Encrypted Data Classification1.501.500.870.00
3, 1, 1, 1
3, 1, 1, 1
4012 The Use of Open-Source Boards for Data Collection and Machine Learning in Remote Deployments1.501.000.00-0.50
1, 3, 1, 1
1, 1, 1, 1
4013 Speeding up Policy Optimization with Vanishing Hypothesis and Variable Mini-Batch Size1.501.500.870.00
1, 1, 1, 3
1, 1, 1, 3
4014 URVoice: An Akl-Toussaint/ Graham- Sklansky Approach towards Convex Hull Computation for Sign Language Interpretation1.501.500.870.00
1, 3, 1, 1
1, 3, 1, 1
4015 Evaluating Weakly Supervised Object Localization Methods Right? A Study on Heatmap-based XAI and Neural Backed Decision Tree1.501.500.870.00
1, 1, 1, 3
1, 1, 1, 3
4016 Manipulating Multi-agent Navigation Task via Emergent Communications1.001.000.000.00
1, 1, 1
1, 1, 1
4017 A comparison of dataset distillation and active learning in text classification1.001.000.000.00
1, 1, 1
1, 1, 1
4018 Activation Function: Absolute Function,One Function Behaves more Individualized1.001.000.000.00
1, 1, 1, 1
1, 1, 1, 1
4019 Rotation Invariant Quantization for Model Compression1.001.000.000.00
1, 1, 1
1, 1, 1