ICLR 2023 Statistics
Github
# (4087)TitleR1R4R4-std∆RRatings
1Git Re-Basin: Merging Models modulo Permutation Symmetries8.678.670.940.00
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2Rethinking the Expressive Power of GNNs via Graph Biconnectivity8.678.670.940.00
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3Emergence of Maps in the Memories of Blind Navigation Agents8.508.500.870.00
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4DEP-RL: Embodied Exploration for Reinforcement Learning in Overactuated and Musculoskeletal Systems8.508.500.870.00
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5Graph Neural Networks for Link Prediction with Subgraph Sketching8.508.500.870.00
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6Revisiting the Entropy Semiring for Neural Speech Recognition8.508.501.660.00
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7Understanding Ensemble, Knowledge Distillation and Self-Distillation in Deep Learning8.258.252.050.00
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8Learning a Data-Driven Policy Network for Pre-Training Automated Feature Engineering8.008.000.000.00
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9Fast Nonlinear Vector Quantile Regression8.008.000.000.00
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10Scaling 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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12FedExP: Speeding up Federated Averaging via Extrapolation8.008.000.000.00
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13DreamFusion: Text-to-3D using 2D Diffusion8.008.000.000.00
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14Universal Few-shot Learning of Dense Prediction Tasks with Visual Token Matching8.009.330.941.33
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15ReAct: Synergizing Reasoning and Acting in Language Models8.008.000.000.00
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16The Lie Derivative for Measuring Learned Equivariance8.008.000.000.00
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17Agree to Disagree: Diversity through Disagreement for Better Transferability8.008.000.000.00
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18Can We Find Nash Equilibria at a Linear Rate in Markov Games?8.008.000.000.00
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19Aligning Model and Macaque Inferior Temporal Cortex Representations Improves Model-to-Human Behavioral Alignment and Adversarial Robustness8.008.000.000.00
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20Robust Scheduling with GFlowNets8.008.000.000.00
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21Transformers Learn Shortcuts to Automata8.008.001.630.00
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22Strong inductive biases provably prevent harmless interpolation8.008.000.000.00
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23Confidential-PROFITT: Confidential PROof of FaIr Training of Trees8.008.000.000.00
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24Minimum Variance Unbiased N:M Sparsity for the Neural Gradients8.008.000.000.00
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25Asymptotic Instance-Optimal Algorithms for Interactive Decision Making8.008.001.260.00
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26Targeted Hyperparameter Optimization with Lexicographic Preferences Over Multiple Objectives8.008.000.000.00
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27Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning8.008.000.000.00
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28Self-Stabilization: The Implicit Bias of Gradient Descent at the Edge of Stability8.008.000.000.00
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29Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness8.008.000.000.00
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30AudioGen: Textually Guided Audio Generation8.008.000.000.00
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31Geometric Networks Induced by Energy Constrained Diffusion8.008.001.410.00
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32A Call to Reflect on Evaluation Practices for Failure Detection in Image Classification8.008.670.940.67
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33Martingale Posterior Neural Processes8.008.670.940.67
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34Relative representations enable zero-shot latent space communication8.008.001.630.00
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35Sign and Basis Invariant Networks for Spectral Graph Representation Learning8.008.000.000.00
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36Conditional Antibody Design as 3D Equivariant Graph Translation8.008.000.000.00
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37Evaluating Long-Term Memory in 3D Mazes8.008.000.000.00
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38Generate rather than Retrieve: Large Language Models are Strong Context Generators8.008.001.410.00
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39Betty: An Automatic Differentiation Library for Multilevel Optimization8.008.001.410.00
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40Benchmarking Deformable Object Manipulation with Differentiable Physics8.008.000.000.00
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41Generating Diverse Cooperative Agents by Learning Incompatible Policies8.008.000.000.00
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42On the duality between contrastive and non-contrastive self-supervised learning7.757.751.790.00
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43Flow Matching for Generative Modeling7.757.751.790.00
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44DiffEdit: Diffusion-based semantic image editing with mask guidance7.757.751.790.00
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45GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation7.677.672.050.00
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46Selection-Inference: Exploiting Large Language Models for Interpretable Logical Reasoning7.607.600.800.00
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47BigVGAN: A Universal Neural Vocoder with Large-Scale Training7.607.600.800.00
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48Exponential Generalization Bounds with Near-Optimal Rates for $L_q$-Stable Algorithms7.607.600.800.00
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49CROM: Continuous Reduced-Order Modeling of PDEs Using Implicit Neural Representations7.607.600.800.00
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50Concept-level Debugging of Part-Prototype Networks7.508.000.000.50
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51WikiWhy: Answering and Explaining Cause-and-Effect Questions7.507.500.870.00
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52GEASS: Neural causal feature selection for high-dimensional biological data7.507.500.870.00
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53Sampling is as easy as learning the score: theory for diffusion models with minimal data assumptions7.508.000.000.50
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54SMART: Self-supervised Multi-task pretrAining with contRol Transformers7.507.500.870.00
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55The Surprising Effectiveness of Equivariant Models in Domains with Latent Symmetry7.508.000.000.50
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56Provably Efficient Neural Offline Reinforcement Learning via Perturbed Rewards7.507.500.870.00
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57Near-optimal Coresets for Robust Clustering7.508.000.000.50
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58PAC-NeRF: Physics Augmented Continuum Neural Radiance Fields for Geometry-Agnostic System Identification7.507.500.870.00
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59GLM-130B: An Open Bilingual Pre-trained Model7.508.000.000.50
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60Provably Auditing Ordinary Least Squares in Low Dimensions7.507.500.870.00
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61Effects of Graph Convolutions in Multi-layer Networks7.507.500.870.00
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62Unmasking the Lottery Ticket Hypothesis: What's Encoded in a Winning Ticket's Mask?7.508.001.410.50
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63Few-shot Cross-domain Image Generation via Inference-time Latent-code Learning7.508.000.000.50
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64Draft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal Proofs7.507.500.870.00
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65Symbolic Physics Learner: Discovering governing equations via Monte Carlo tree search7.508.000.000.50
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66Prompt-to-Prompt Image Editing with Cross-Attention Control7.507.500.870.00
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67PV3D: A 3D Generative Model for Portrait Video Generation7.507.501.660.00
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68UNIFIED-IO: A Unified Model for Vision, Language, and Multi-modal Tasks7.507.500.870.00
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69Omnigrok: Grokking Beyond Algorithmic Data7.508.000.000.50
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70A Minimalist Dataset for Systematic Generalization of Perception, Syntax, and Semantics7.507.500.870.00
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71Accurate Image Restoration with Attention Retractable Transformer7.507.500.870.00
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72Generalized structure-aware missing view completion network for incomplete multi-view clustering7.507.500.870.00
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73PEER: A Collaborative Language Model7.507.500.870.00
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74Empowering Networks With Scale and Rotation Equivariance Using A Similarity Convolution7.507.500.870.00
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75Token Merging: Your ViT But Faster7.507.500.870.00
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76Image as Set of Points7.508.001.410.50
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77H2RBox: Horizonal Box Annotation is All You Need for Oriented Object Detection7.507.501.660.00
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78Pushing the Limits of Fewshot Anomaly Detection in Industry Vision: Graphcore7.507.500.870.00
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79Minimax Optimal Kernel Operator Learning via Multilevel Training7.408.800.981.40
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80Few-Shot Domain Adaptation For End-to-End Communication7.337.330.940.00
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81Improved Training of Physics-Informed Neural Networks Using Energy-Based Priors: a Study on Electrical Impedance Tomography7.337.331.890.00
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82Combinatorial Pure Exploration of Causal Bandits7.337.330.940.00
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83The In-Sample Softmax for Offline Reinforcement Learning7.337.330.940.00
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84Discrete Predictor-Corrector Diffusion Models for Image Synthesis7.337.330.940.00
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85Binding Language Models in Symbolic Languages7.338.000.000.67
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86Evolve Smoothly, Fit Consistently: Learning Smooth Latent Dynamics For Advection-Dominated Systems7.337.330.940.00
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87Learning Language Representations with Logical Inductive Bias7.337.330.940.00
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88Implicit Bias of Large Depth Networks: a Notion of Rank for Nonlinear Functions7.337.331.800.00
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89Contrastive Corpus Attribution for Explaining Representations7.337.330.940.00
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90SoftZoo: A Soft Robot Co-design Benchmark For Locomotion In Diverse Environments7.337.330.940.00
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91Disentanglement of Correlated Factors via Hausdorff Factorized Support7.337.330.940.00
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92Exploring the Limits of Differentially Private Deep Learning with Group-wise Clipping7.337.330.940.00
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93DiffusER: Diffusion via Edit-based Reconstruction7.337.330.940.00
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94Efficient recurrent architectures through activity sparsity and sparse back-propagation through time7.337.330.940.00
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95Symmetric Pruning in Quantum Neural Networks7.338.000.000.67
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96Incremental Learning of Structured Memory via Closed-Loop Transcription7.338.000.000.67
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97Scaling Forward Gradient With Local Losses7.338.000.000.67
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98Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning7.337.330.940.00
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99Progress measures for grokking via mechanistic interpretability7.338.000.000.67
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100Simplified State Space Layers for Sequence Modeling7.338.000.000.67
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101Partially Observable RL with B-Stability: Unified Structural Condition and Sharp Sample-Efficient Algorithms7.337.330.940.00
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102Post-hoc Concept Bottleneck Models7.338.000.000.67
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103Open-Vocabulary Object Detection upon Frozen Vision and Language Models7.337.330.940.00
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104Temporal Dependencies in Feature Importance for Time Series Prediction7.337.330.940.00
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105Pre-training via Denoising for Molecular Property Prediction7.337.330.940.00
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106A General Framework for Sample-Efficient Function Approximation in Reinforcement Learning7.338.000.000.67
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107SCALE-UP: An Efficient Black-box Input-level Backdoor Detection via Analyzing Scaled Prediction Consistency7.337.330.940.00
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108Multi-Rate VAE: Train Once, Get the Full Rate-Distortion Curve7.338.000.000.67
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109A framework for benchmarking Class-out-of-distribution detection and its application to ImageNet7.338.000.000.67
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110SketchKnitter: Vectorized Sketch Generation with Diffusion Models7.337.330.940.00
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111Tailoring Language Generation Models under Total Variation Distance7.337.330.940.00
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112Bag of Tricks for Unsupervised Text-to-Speech7.337.330.940.00
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113Statistical Efficiency of Score Matching: The View from Isoperimetry7.338.000.000.67
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114Multifactor Sequential Disentanglement via Structured Koopman Autoencoders7.337.330.940.00
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115View Synthesis with Sculpted Neural Points7.337.330.940.00
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116AutoGT: Automated Graph Transformer Architecture Search7.338.000.000.67
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117Neural Optimal Transport7.337.330.940.00
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118Deep Ranking Ensembles for Hyperparameter Optimization7.337.330.940.00
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119Win: Weight-Decay-Integrated Nesterov Acceleration for Adaptive Gradient Algorithms7.338.000.000.67
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120Measuring axiomatic identifiability of counterfactual image models7.337.330.940.00
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121GFlowNets and variational inference7.337.331.890.00
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122Offline Q-learning on Diverse Multi-Task Data Both Scales And Generalizes7.258.001.410.75
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123gDDIM: Generalized denoising diffusion implicit models7.257.500.870.25
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124A Theoretical Framework for Inference and Learning in Predictive Coding Networks7.257.252.590.00
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125The Onset of Variance-Limited Behavior for Networks in the Lazy and Rich Regimes7.257.500.870.25
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126The Asymmetric Maximum Margin Bias of Quasi-Homogeneous Neural Networks7.258.001.410.75
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127Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation7.257.251.300.00
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128A probabilistic framework for task-aligned intra- and inter-area neural manifold estimation7.257.251.300.00
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129Neuromechanical Autoencoders: Learning to Couple Elastic and Neural Network Nonlinearity7.257.251.300.00
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130Diffusion Policies as an Expressive Policy Class for Offline Reinforcement Learning7.257.500.870.25
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131Efficient Learning of Rationalizable Equilibria in General-Sum Games7.257.500.870.25
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132ExpressivE: A Spatio-Functional Embedding For Knowledge Graph Completion7.258.001.410.75
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133Fundamental Limits in Formal Verification of Message-Passing Neural Networks7.257.252.590.00
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134Learning on Large-scale Text-attributed Graphs via Variational Inference7.257.500.870.25
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135Extreme Q-Learning: MaxEnt RL without Entropy7.257.501.660.25
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136STaSy: Score-based Tabular data Synthesis7.257.251.300.00
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137BAYES RISK CTC: CONTROLLABLE CTC ALIGNMENT IN SEQUENCE-TO-SEQUENCE TASKS7.257.500.870.25
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138A Convergent Single-Loop Algorithm for Gromov-Wasserstein in Graph Data7.258.000.000.75
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139Provable Memorization Capacity of Transformers7.257.251.300.00
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140Mega: Moving Average Equipped Gated Attention7.257.251.300.00
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141Domain-Indexing Variational Bayes for Domain Adaptation7.257.500.870.25
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142Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning?7.257.251.920.00
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143ResAct: Reinforcing Long-term Engagement in Sequential Recommendation with Residual Actor7.257.251.300.00
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144Multi-skill Mobile Manipulation for Object Rearrangement7.257.251.920.00
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145MocoSFL: enabling cross-client collaborative self-supervised learning7.257.251.300.00
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146MECTA: Memory-Economic Continual Test-Time Model Adaptation7.257.251.300.00
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147Diversify and Disambiguate: Out-of-Distribution Robustness via Disagreement7.257.500.870.25
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148Depth Separation with Multilayer Mean-Field Networks7.207.200.980.00
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149A Holistic View of Noise Transition Matrix in Deep Learning and Beyond7.207.200.980.00
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150Masked Unsupervised Self-training for Label-free Image Classification7.177.501.120.33
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151Softened Symbol Grounding for Neuro-symbolic Systems7.007.251.920.25
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152Learning Group Importance using the Differentiable Hypergeometric Distribution7.007.500.870.50
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153A Message Passing Perspective on Learning Dynamics of Contrastive Learning7.007.001.410.00
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154LiftedCL: Lifting Contrastive Learning for Human-Centric Perception7.007.001.410.00
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155Learning with Logical Constraints but without Shortcut Satisfaction7.007.001.000.00
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156Automatically Answering and Generating Machine Learning Final Exams7.007.002.940.00
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157A Closer Look at Model Adaptation using Feature Distortion and Simplicity Bias7.008.001.411.00
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158What Makes Convolutional Models Great on Long Sequence Modeling?7.007.001.000.00
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159The Role of Coverage in Online Reinforcement Learning7.007.001.410.00
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160Diffusion-GAN: Training GANs with Diffusion7.007.001.000.00
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161Real-time variational method for learning neural trajectory and its dynamics7.007.001.000.00
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162When 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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163Learning Iterative Neural Optimizers for Image Steganography7.007.001.000.00
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164Interpretable Geometric Deep Learning via Learnable Randomness Injection7.007.001.000.00
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165Is 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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166Learning rigid dynamics with face interaction graph networks7.008.002.001.00
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167Why (and When) does Local SGD Generalize Better than SGD?7.007.001.410.00
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168Do We Really Need Complicated Model Architectures For Temporal Networks?7.007.330.940.33
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169Modeling 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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171Efficient Conditionally Invariant Representation Learning7.007.330.940.33
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172Canary in a Coalmine: Better Membership Inference with Ensembled Adversarial Queries7.008.000.001.00
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173Learning Fair Graph Representations via Automated Data Augmentations7.007.001.000.00
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174Latent Neural ODEs with Sparse Bayesian Multiple Shooting7.007.501.660.50
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175Decentralized Optimistic Hyperpolicy Mirror Descent: Provably No-Regret Learning in Markov Games7.007.001.000.00
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176Towards Universal Visual Reward and Representation via Value-Implicit Pre-Training7.007.001.000.00
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177A Higher Precision Algorithm for Computing the $1$-Wasserstein Distance7.008.000.001.00
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178Imitating Human Behaviour with Diffusion Models7.007.001.000.00
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179LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval7.007.001.000.00
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180Sampling-based inference for large linear models, with application to linearised Laplace7.007.500.870.50
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181Dual Algorithmic Reasoning7.008.000.001.00
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182Almost Linear Constant-Factor Sketching for $ell_1$ and Logistic Regression7.007.001.410.00
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183Spectral Subgraph Localization7.007.001.410.00
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184FluidLab: A Differentiable Environment for Benchmarking Complex Fluid Manipulation7.007.501.660.50
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185On Compositional Uncertainty Quantification for Seq2seq Graph Parsing7.008.001.631.00
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186Efficient Attention via Control Variates7.007.500.870.50
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187Augmented Lagrangian is Enough for Optimal Offline RL with General Function Approximation and Partial Coverage7.007.500.870.50
6, 6, 8, 8
6, 8, 8, 8
188DocPrompting: Generating Code by Retrieving the Docs7.007.500.870.50
8, 6, 8, 6
8, 8, 8, 6
189Words are all you need? Language as an approximation for representational similarity7.007.002.120.00
5, 8, 5, 10
5, 8, 5, 10
190FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning7.007.001.410.00
8, 5, 8
8, 5, 8
191Spectral Decomposition Representation for Reinforcement Learning7.007.001.410.00
8, 8, 5
8, 8, 5
192Certifiably Robust Policy Learning against Adversarial Multi-Agent Communication7.007.001.410.00
8, 8, 5
8, 8, 5
193Learning Sparse Group Models Through Boolean Relaxation7.007.500.870.50
6, 8, 6, 8
6, 8, 8, 8
194Deconstructing Distributions: A Pointwise Framework of Learning7.007.001.000.00
8, 6, 6, 8
8, 6, 6, 8
195Parametrizing Product Shape Manifolds by Composite Networks7.007.001.410.00
8, 8, 5
8, 8, 5
196Learning Hyper Label Model for Programmatic Weak Supervision7.006.500.87-0.50
8, 6, 6, 8
6, 6, 6, 8
197STOCHASTIC NO-REGRET LEARNING FOR GENERAL GAMES WITH VARIANCE REDUCTION7.007.001.000.00
8, 6, 8, 6
8, 6, 8, 6
198TAN without a burn: Scaling laws of DP-SGD7.007.001.000.00
8, 8, 6, 6
8, 8, 6, 6
199Pink Noise Is All You Need: Colored Noise Exploration in Deep Reinforcement Learning7.008.000.001.00
5, 8, 8
8, 8, 8
200A Unified Algebraic Perspective on Lipschitz Neural Networks7.007.500.870.50
6, 6, 8, 8
6, 8, 8, 8
201Sparsity-Constrained Optimal Transport7.007.601.500.60
10, 8, 5, 6, 6
10, 8, 8, 6, 6
202Embedding Fourier for Ultra-High-Definition Low-Light Image Enhancement7.007.500.870.50
6, 8, 8, 6
8, 8, 8, 6
203HT-Net: Hierarchical Transformer based Operator Learning Model for Multiscale PDEs7.007.251.920.25
5, 10, 8, 5
6, 10, 8, 5
204On the Usefulness of Embeddings, Clusters and Strings for Text Generation Evaluation7.007.001.000.00
6, 8, 8, 6
6, 8, 8, 6
205Accurate Bayesian Meta-Learning by Accurate Task Posterior Inference7.007.001.000.00
8, 8, 6, 6
8, 8, 6, 6
206Context-enriched molecule representations improve few-shot drug discovery7.007.001.000.00
8, 8, 6, 6
8, 8, 6, 6
207A Universal 3D Molecular Representation Learning Framework7.007.751.790.75
3, 8, 10
5, 8, 10, 8
208The Generalized Eigenvalue Problem as a Nash Equilibrium7.007.500.870.50
8, 6, 6, 8
8, 6, 8, 8
209Language Modelling with Pixels7.007.001.000.00
8, 6, 6, 8
8, 6, 6, 8
210Faster Gradient-Free Methods for Escaping Saddle Points7.007.500.870.50
8, 6, 8, 6
8, 8, 8, 6
211Classically Approximating Variational Quantum Machine Learning with Random Fourier Features7.007.330.940.33
5, 8, 8
6, 8, 8
212Self-supervision through Random Segments with Autoregressive Coding (RandSAC)7.007.001.410.00
5, 8, 8
5, 8, 8
213Exploring Temporally Dynamic Data Augmentation for Video Recognition7.007.500.870.50
6, 6, 8, 8
8, 6, 8, 8
214Meta-Learning in Games7.007.001.000.00
6, 8, 8, 6
6, 8, 8, 6
215Continuized Acceleration for Quasar Convex Functions in Non-Convex Optimization7.007.001.000.00
8, 6, 6, 8
8, 6, 6, 8
216InCoder: A Generative Model for Code Infilling and Synthesis7.007.001.000.00
6, 6, 8, 8
6, 6, 8, 8
217Benchmarking Offline Reinforcement Learning on Real-Robot Hardware7.007.001.000.00
8, 8, 6, 6
8, 8, 6, 6
218Transformers are Sample-Efficient World Models7.007.500.870.50
8, 6, 6, 8
8, 8, 6, 8
219Scalable Subset Sampling with Neural Conditional Poisson Networks7.007.001.000.00
8, 6, 6, 8
8, 6, 6, 8
220Diffusion Posterior Sampling for General Noisy Inverse Problems7.007.001.000.00
6, 8, 6, 8
6, 8, 6, 8
221Learning the Positions in CountSketch7.007.500.870.50
8, 6, 8, 6
8, 6, 8, 8
222DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection7.007.001.260.00
8, 8, 5, 8, 6
8, 8, 5, 8, 6
223Provable Sim-to-real Transfer in Continuous Domain with Partial Observations7.007.330.940.33
8, 5, 8
8, 6, 8
224Outcome-directed Reinforcement Learning by Uncertainty & Temporal Distance-Aware Curriculum Goal Generation7.007.330.940.33
8, 8, 5
8, 8, 6
225Analog Bits: Generating Discrete Data using Diffusion Models with Self-Conditioning7.007.001.000.00
6, 8, 8, 6
6, 8, 8, 6
226NeRN: Learning Neural Representations for Neural Networks7.007.001.000.00
8, 6, 6, 8
8, 6, 6, 8
227Rank Preserving Framework for Asymmetric Image Retrieval7.007.001.000.00
6, 8, 8, 6
6, 8, 8, 6
228Closing the gap: Exact maximum likelihood training of generative autoencoders using invertible layers7.007.500.870.50
6, 8, 8, 6
6, 8, 8, 8
229Switch-NeRF: Learning Scene Decomposition with Mixture of Experts for Large-scale Neural Radiance Fields7.007.001.000.00
8, 6, 6, 8
8, 6, 6, 8
230Plateau in Monotonic Linear Interpolation --- A 'Biased' View of Loss Landscape for Deep Networks7.007.001.000.00
6, 8, 8, 6
6, 8, 8, 6
231Automated Data Augmentations for Graph Classification7.007.330.940.33
5, 8, 8
6, 8, 8
232Self-Supervised Category-Level Articulated Object Pose Estimation with Part-Level SE(3) Equivariance7.007.001.730.00
10, 6, 6, 6
10, 6, 6, 6
233Human Motion Diffusion Model7.007.500.870.50
6, 8, 8, 6
8, 8, 8, 6
234More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity6.806.801.940.00
5, 8, 10, 6, 5
5, 8, 10, 6, 5
235Understanding Edge-of-Stability Training Dynamics with a Minimalist Example6.807.401.200.60
8, 5, 5, 8, 8
8, 5, 8, 8, 8
236Self-Distillation for Further Pre-training of Transformers6.806.800.980.00
6, 8, 6, 6, 8
6, 8, 6, 6, 8
237Neural Networks and the Chomsky Hierarchy6.807.200.980.40
6, 8, 8, 6, 6
6, 8, 8, 8, 6
238Implicit Bias in Leaky ReLU Networks Trained on High-Dimensional Data6.757.501.660.75
10, 6, 3, 8
10, 6, 6, 8
239Certified Training: Small Boxes are All You Need6.757.500.870.75
6, 5, 8, 8
8, 6, 8, 8
240A Kernel Perspective of Skip Connections in Convolutional Networks6.756.751.300.00
5, 8, 8, 6
5, 8, 8, 6
241Chasing All-Round Graph Representation Robustness: Model, Training, and Optimization6.756.752.170.00
8, 3, 8, 8
8, 3, 8, 8
242Robust Algorithms on Adaptive Inputs from Bounded Adversaries6.757.001.000.25
8, 6, 5, 8
8, 6, 6, 8
243Simple initialization and parametrization of sinusoidal networks via their kernel bandwidth6.757.001.000.25
8, 6, 8, 5
8, 6, 8, 6
244Reparameterization through Spatial Gradient Scaling6.757.001.000.25
5, 8, 6, 8
6, 8, 6, 8
245Guiding Energy-based Models via Contrastive Latent Variables6.756.751.300.00
6, 8, 5, 8
6, 8, 5, 8
246Gradient Descent Converges Linearly for Logistic Regression on Separable Data6.756.751.300.00
8, 5, 8, 6
8, 5, 8, 6
247Momentum Stiefel Optimizer, with Applications to Suitably-Orthogonal Attention, and Optimal Transport6.756.751.920.00
6, 5, 6, 10
6, 5, 6, 10
248On the Sensitivity of Reward Inference to Misspecified Human Models6.756.752.170.00
8, 8, 3, 8
8, 8, 3, 8
249Promptagator: Few-shot Dense Retrieval From 8 Examples6.756.751.300.00
5, 6, 8, 8
5, 6, 8, 8
250Label Propagation with Weak Supervision6.756.751.300.00
8, 8, 6, 5
8, 8, 6, 5
251Learning MLPs on Graphs: A Unified View of Effectiveness, Robustness, and Efficiency6.757.500.870.75
6, 8, 8, 5
8, 8, 8, 6
252Disentangling with Biological Constraints: A Theory of Functional Cell Types6.757.501.660.75
8, 6, 5, 8
10, 6, 6, 8
253DINO as a von Mises-Fisher mixture model6.757.251.300.50
8, 5, 6, 8
8, 5, 8, 8
254Scalable Batch-Mode Deep Bayesian Active Learning via Equivalence Class Annealing6.756.751.300.00
8, 8, 6, 5
8, 8, 6, 5
255Provable Defense Against Geometric Transformations6.757.001.000.25
6, 5, 8, 8
6, 6, 8, 8
256Taking 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
257Sparse Upcycling: Training Mixture-of-Experts from Dense Checkpoints6.756.751.300.00
5, 8, 8, 6
5, 8, 8, 6
258Metadata Archaeology: Unearthing Data Subsets by Leveraging Training Dynamics6.757.251.300.50
8, 6, 5, 8
8, 8, 5, 8
259In-Situ Text-Only Adaptation of Speech Models with Low-Overhead Speech Imputations6.756.751.300.00
5, 6, 8, 8
5, 6, 8, 8
260Choreographer: Learning and Adapting Skills in Imagination6.757.001.000.25
5, 8, 8, 6
6, 8, 8, 6
261In-context Reinforcement Learning with Algorithm Distillation6.757.251.920.50
8, 8, 6, 5
10, 8, 6, 5
262User-Interactive Offline Reinforcement Learning6.756.752.590.00
8, 3, 6, 10
8, 3, 6, 10
263Lower Bounds on the Depth of Integral ReLU Neural Networks via Lattice Polytopes6.757.001.000.25
8, 6, 5, 8
8, 6, 6, 8
264Learning Vortex Dynamics for Fluid Inference and Prediction6.757.001.000.25
5, 8, 8, 6
6, 8, 8, 6
265Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data6.756.751.300.00
8, 5, 6, 8
8, 5, 6, 8
266Unsupervised Semantic Segmentation with Self-supervised Object-centric Representations6.756.751.300.00
5, 8, 6, 8
5, 8, 6, 8
267Decompositional Generation Process for Instance-Dependent Partial Label Learning6.756.752.170.00
3, 8, 8, 8
3, 8, 8, 8
268Building a Subspace of Policies for Scalable Continual Learning6.757.200.980.45
6, 8, 8, 5
8, 8, 8, 6, 6
269Visually-Augmented Language Modeling6.756.751.920.00
6, 5, 10, 6
6, 5, 10, 6
270Understanding the Role of Nonlinearity in Training Dynamics of Contrastive Learning6.756.751.300.00
5, 6, 8, 8
5, 6, 8, 8
271CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis6.757.500.870.75
8, 5, 8, 6
8, 8, 8, 6
272SAM as an Optimal Relaxation of Bayes6.756.751.300.00
8, 8, 5, 6
8, 8, 5, 6
273Partial Label Unsupervised Domain Adaptation with Class-Prototype Alignment6.757.001.000.25
5, 8, 8, 6
6, 8, 8, 6
274Moving Forward by Moving Backward: Embedding Action Impact over Action Semantics6.756.751.300.00
6, 5, 8, 8
6, 5, 8, 8
275Undersampling is a Minimax Optimal Robustness Intervention in Nonparametric Classification6.756.751.300.00
8, 8, 6, 5
8, 8, 6, 5
276Sampling with Mollified Interaction Energy Descent6.756.751.300.00
8, 6, 8, 5
8, 6, 8, 5
277Does Zero-Shot Reinforcement Learning Exist?6.757.252.590.50
6, 3, 8, 10
8, 3, 8, 10
278PaLI: A Jointly-Scaled Multilingual Language-Image Model6.757.500.870.75
5, 8, 8, 6
8, 8, 8, 6
279Learning with Stochastic Orders6.756.751.300.00
8, 6, 5, 8
8, 6, 5, 8
280Offline Congestion Games: How Feedback Type Affects Data Coverage Requirement6.757.251.300.50
8, 6, 8, 5
8, 8, 8, 5
281Powderworld: A Platform for Understanding Generalization via Rich Task Distributions6.758.000.001.25
3, 8, 8, 8
8, 8, 8, 8
282Is Attention All That NeRF Needs?6.756.751.300.00
8, 6, 5, 8
8, 6, 5, 8
283The Influence of Learning Rule on Representation Dynamics in Wide Neural Networks6.758.000.001.25
6, 5, 8, 8
8, 8, 8, 8
284RLx2: Training a Sparse Deep Reinforcement Learning Model from Scratch6.757.001.000.25
5, 6, 8, 8
6, 6, 8, 8
285Sparsity May Cry: Let Us Fail (Current) Sparse Neural Networks Together!6.757.251.300.50
6, 8, 8, 5
8, 8, 8, 5
286Fast and Precise: Adjusting Planning Horizon with Adaptive Subgoal Search6.757.500.870.75
8, 5, 6, 8
8, 8, 6, 8
287Does Deep Learning Learn to Abstract? A Systematic Probing Framework6.758.001.411.25
8, 5, 6, 8
10, 6, 8, 8
288Variance-Aware Sparse Linear Bandits6.756.751.300.00
5, 8, 6, 8
5, 8, 6, 8
289Image to Sphere: Learning Equivariant Features for Efficient Pose Prediction6.757.500.870.75
6, 8, 5, 8
8, 8, 6, 8
290Self-Consistency Improves Chain of Thought Reasoning in Language Models6.756.751.920.00
5, 6, 6, 10
5, 6, 6, 10
291Combinatorial-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
292Improving Deep Regression with Ordinal Entropy6.756.752.170.00
8, 8, 3, 8
8, 8, 3, 8
293Clifford Neural Layers for PDE Modeling6.757.001.000.25
5, 8, 8, 6
6, 8, 8, 6
294Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning6.756.751.300.00
6, 8, 8, 5
6, 8, 8, 5
295A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning6.757.500.870.75
5, 8, 8, 6
6, 8, 8, 8
296Contextual bandits with concave rewards, and an application to fair ranking6.756.751.300.00
8, 6, 5, 8
8, 6, 5, 8
297When to Make and Break Commitments?6.757.200.980.45
5, 6, 8, 8
6, 6, 8, 8, 8
298Advancing Radiograph Representation Learning with Masked Record Modeling6.757.001.000.25
8, 6, 5, 8
8, 6, 6, 8
299Quadratic models for understanding neural network dynamics6.756.751.300.00
8, 8, 6, 5
8, 8, 6, 5
300Hidden Markov Transformer for Simultaneous Machine Translation6.757.500.870.75
8, 6, 5, 8
8, 8, 6, 8
301Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model6.757.500.870.75
5, 8, 6, 8
8, 8, 6, 8
302Masked Visual-Textual Prediction for Document Image Representation Pretraining6.756.751.300.00
8, 8, 6, 5
8, 8, 6, 5
303Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting6.757.251.300.50
6, 8, 5, 8
8, 8, 5, 8
304Linear Connectivity Reveals Generalization Strategies6.756.751.300.00
8, 5, 8, 6
8, 5, 8, 6
305ViT-Adapter: Exploring Plain Vision Transformer for Accurate Dense Predictions6.756.751.300.00
6, 5, 8, 8
6, 5, 8, 8
306Collaborative Pure Exploration in Kernel Bandit6.756.751.300.00
8, 8, 6, 5
8, 8, 6, 5
307LAVA: Data Valuation without Pre-Specified Learning Algorithms6.758.000.001.25
5, 6, 8, 8
8, 8, 8, 8
308Generative Augmented Flow Networks6.757.001.000.25
6, 5, 8, 8
6, 6, 8, 8
309Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language6.756.751.300.00
8, 6, 5, 8
8, 6, 5, 8
310Automating Nearest Neighbor Search Configuration with Constrained Optimization6.756.751.300.00
8, 8, 6, 5
8, 8, 6, 5
311Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders6.756.751.300.00
8, 8, 5, 6
8, 8, 5, 6
312Can discrete information extraction prompts generalize across language models?6.756.751.300.00
8, 8, 6, 5
8, 8, 6, 5
313Contextual Convolutional Networks6.757.001.000.25
8, 5, 8, 6
8, 6, 8, 6
314Easy Differentially Private Linear Regression6.756.751.300.00
6, 8, 8, 5
6, 8, 8, 5
315Towards Stable Test-time Adaptation in Dynamic Wild World6.756.752.170.00
8, 8, 8, 3
8, 8, 8, 3
316Neural ePDOs: Spatially Adaptive Equivariant Partial Differential Operator Based Networks6.756.751.300.00
5, 8, 6, 8
5, 8, 6, 8
317An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion6.756.751.300.00
6, 8, 5, 8
6, 8, 5, 8
318PatchDCT: Patch Refinement for High Quality Instance Segmentation6.757.251.300.50
6, 5, 8, 8
8, 5, 8, 8
319Representation Learning for Low-rank General-sum Markov Games6.757.001.000.25
6, 5, 8, 8
6, 6, 8, 8
320DFPC: Data flow driven pruning of coupled channels without data.6.676.670.940.00
6, 6, 8
6, 6, 8
321Transformer-based model for symbolic regression via joint supervised learning6.676.670.940.00
6, 6, 8
6, 6, 8
322Curriculum-based Co-design of Morphology and Control of Voxel-based Soft Robots6.676.670.940.00
6, 8, 6
6, 8, 6
323Modeling content creator incentives on algorithm-curated platforms6.678.000.001.33
8, 6, 6
8, 8, 8
324Efficient Deep Reinforcement Learning Requires Regulating Statistical Overfitting6.677.330.940.67
6, 6, 8
8, 6, 8
325The Tilted Variational Autoencoder: Improving Out-of-Distribution Detection6.676.670.940.00
6, 8, 6
6, 8, 6
326Mind the Pool: Convolutional Neural Networks Can Overfit Input Size6.676.670.940.00
8, 6, 6
8, 6, 6
327Time Will Tell: New Outlooks and A Baseline for Temporal Multi-View 3D Object Detection6.677.330.940.67
6, 6, 8
6, 8, 8
328On Achieving Optimal Adversarial Test Error6.676.670.940.00
6, 8, 6
6, 8, 6
329KwikBucks: Correlation Clustering with Cheap-Weak and Expensive-Strong Signals6.676.670.940.00
6, 6, 8
6, 6, 8
330Integrating Symmetry into Differentiable Planning with Steerable Convolutions6.677.330.940.67
8, 6, 6
8, 8, 6
331Revisiting Populations in multi-agent Communication6.676.670.940.00
6, 6, 8
6, 6, 8
332Sublinear Algorithms for Kernel Matrices via Kernel Density Estimation6.678.000.001.33
6, 6, 8
8, 8, 8
333Representational Dissimilarity Metric Spaces for Stochastic Neural Networks6.676.670.940.00
6, 6, 8
6, 6, 8
334Guess the Instruction! Making Language Models Stronger Zero-Shot Learners6.676.670.940.00
6, 6, 8
6, 6, 8
335TDR-CL: Targeted Doubly Robust Collaborative Learning for Debiased Recommendations6.676.670.940.00
6, 8, 6
6, 8, 6
336Scaffolding a Student to Instill Knowledge6.676.670.940.00
6, 8, 6
6, 8, 6
337The Implicit Bias of Minima Stability in Multivariate Shallow ReLU Networks6.677.001.000.33
6, 8, 6
6, 8, 6, 8
338MAESTRO: Open-Ended Environment Design for Multi-Agent Reinforcement Learning6.676.670.940.00
6, 8, 6
6, 8, 6
339Capturing the Motion of Every Joint: 3D Human Pose and Shape Estimation with Independent Tokens6.676.670.940.00
6, 6, 8
6, 6, 8
340Quality-Similar Diversity via Population Based Reinforcement Learning6.676.670.940.00
6, 8, 6
6, 8, 6
341Mind's Eye: Grounded Language Model Reasoning through Simulation6.676.670.940.00
6, 8, 6
6, 8, 6
342Understanding Embodied Reference with Touch-Line Transformer6.676.670.940.00
6, 8, 6
6, 8, 6
343Domain Generalization via Heckman-type Selection Models6.676.670.940.00
6, 6, 8
6, 6, 8
344Hyperbolic Deep Reinforcement Learning6.678.671.892.00
6, 8, 6
6, 10, 10
345Where to Begin? Exploring the Impact of Pre-Training and Initialization in Federated6.676.670.940.00
6, 8, 6
6, 8, 6
346Sample-Efficient Reinforcement Learning by Breaking the Replay Ratio Barrier6.678.000.001.33
6, 6, 8
8, 8, 8
347AutoTransfer: AutoML with Knowledge Transfer - An Application to Graph Neural Networks6.676.670.940.00
8, 6, 6
8, 6, 6
348Text Summarization with Oracle Expectation6.676.670.940.00
6, 6, 8
6, 6, 8
349Out-of-Distribution Detection and Selective Generation for Conditional Language Models6.677.330.940.67
6, 6, 8
8, 6, 8
350Static Prediction of Runtime Errors by Learning to Execute Programs with External Resource Descriptions6.676.670.940.00
6, 8, 6
6, 8, 6
351Active Image Indexing6.676.670.940.00
6, 6, 8
6, 6, 8
352Efficient Model Updates for Approximate Unlearning of Graph-Structured Data6.676.670.940.00
6, 6, 8
6, 6, 8
353DiGress: Discrete Denoising diffusion for graph generation6.676.670.940.00
8, 6, 6
8, 6, 6
354Differentially private Bias-Term Only Fine-tuning of Foundation Models6.676.331.25-0.33
6, 6, 8
6, 5, 8
355Accurate Neural Training with 4-bit Matrix Multiplications at Standard Formats6.676.670.940.00
6, 6, 8
6, 6, 8
356KnowDA: All-in-One Knowledge Mixture Model for Data Augmentation in Low-Resource NLP6.676.670.940.00
8, 6, 6
8, 6, 6
357MARS: Meta-learning as Score Matching in the Function Space6.677.330.940.67
8, 6, 6
8, 6, 8
358Simplicial Hopfield networks6.676.670.940.00
6, 8, 6
6, 8, 6
359MICN: Multi-scale Local and Global Context Modeling for Long-term Series Forecasting6.676.670.940.00
6, 8, 6
6, 8, 6
360Progressive Voronoi Diagram Subdivision Enables Accurate Data-free Class-Incremental Learning6.676.670.940.00
6, 8, 6
6, 8, 6
361Hungry Hungry Hippos: Towards Language Modeling with State Space Models6.676.670.940.00
6, 8, 6
6, 8, 6
362Near-optimal Policy Identification in Active Reinforcement Learning6.678.000.001.33
6, 8, 6
8, 8, 8
363Generative Modeling Helps Weak Supervision (and Vice Versa)6.676.670.940.00
6, 6, 8
6, 6, 8
364AIM: Adapting Image Models for Efficient Video Understanding6.676.670.940.00
6, 6, 8
6, 6, 8
365GAIN: On the Generalization of Instructional Action Understanding6.676.670.940.00
8, 6, 6
8, 6, 6
366Efficient Federated Domain Translation6.676.670.940.00
8, 6, 6
8, 6, 6
367Improved Convergence of Differential Private SGD with Gradient Clipping6.676.670.940.00
6, 8, 6
6, 8, 6
368Learning QUBO Forms in Quantum Annealing6.676.670.940.00
8, 6, 6
8, 6, 6
369Backstepping Temporal Difference Learning6.676.670.940.00
6, 6, 8
6, 6, 8
370Learning to Jointly Share and Prune Weights for Grounding Based Vision and Language Models6.676.670.940.00
6, 6, 8
6, 6, 8
371TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis6.676.670.940.00
8, 6, 6
8, 6, 6
372Active Learning in Bayesian Neural Networks with Balanced Entropy Learning Principle6.677.330.940.67
6, 8, 6
6, 8, 8
373Robust Active Distillation6.676.670.940.00
6, 8, 6
6, 8, 6
374Neural Episodic Control with State Abstraction6.676.670.940.00
8, 6, 6
8, 6, 6
375Learning to Generate Columns with Application to Vertex Coloring6.676.670.940.00
6, 6, 8
6, 6, 8
376EVA3D: Compositional 3D Human Generation from 2D Image Collections6.676.670.940.00
8, 6, 6
8, 6, 6
377Alternating Differentiation for Optimization Layers6.676.670.940.00
6, 6, 8
6, 6, 8
378MapTR: Structured Modeling and Learning for Online Vectorized HD Map Construction6.676.670.940.00
6, 6, 8
6, 6, 8
379Learning Domain-Agnostic Representation for Disease Diagnosis6.676.670.940.00
8, 6, 6
8, 6, 6
380Object Tracking by Hierarchical Part-Whole Attention6.676.670.940.00
6, 6, 8
6, 6, 8
381Boosting 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
382Pitfalls of Gaussians as a noise distribution in NCE6.607.001.260.40
8, 6, 6, 5, 8
8, 6, 8, 5, 8
383Theoretical Characterization of Neural Network Generalization with Group Imbalance6.606.602.060.00
10, 5, 8, 5, 5
10, 5, 8, 5, 5
384Flow Annealed Importance Sampling Bootstrap6.606.501.12-0.10
6, 5, 6, 8, 8
6, 5, 6, 8, 8, 6
385FiT: 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
386Sub-Task Decomposition Enables Learning in Sequence to Sequence Tasks6.606.601.200.00
5, 8, 8, 6, 6
5, 8, 8, 6, 6
387Adversarial 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
388Generating Intuitive Fairness Specifications for Natural Language Processing6.507.001.000.50
6, 6, 8, 6
8, 6, 8, 6
389LS-IQ: Implicit Reward Regularization for Inverse Reinforcement Learning6.506.501.500.00
5, 8, 5, 8
5, 8, 5, 8
390Selective Frequency Network for Image Restoration6.506.501.500.00
8, 8, 5, 5
8, 8, 5, 5
391Multi-Objective Online Learning6.507.251.300.75
5, 8, 5, 8
5, 8, 8, 8
392Offline Reinforcement Learning with Differentiable Function Approximation is Provably Efficient6.506.500.870.00
6, 6, 8, 6
6, 6, 8, 6
393Proto-Value Networks: Scaling Representation Learning with Auxiliary Tasks6.507.001.000.50
5, 8, 5, 8
6, 8, 6, 8
394On the Importance and Applicability of Pre-Training for Federated Learning6.506.501.500.00
5, 8, 5, 8
5, 8, 5, 8
395Learning Achievement Structure for Structured Exploration in Domains with Sparse Reward6.506.501.500.00
8, 8, 5, 5
8, 8, 5, 5
396Weighted Clock Logic Point Process6.506.501.500.00
8, 8, 5, 5
8, 8, 5, 5
397Diffusion-based Image Translation using disentangled style and content representation6.506.500.870.00
8, 6, 6, 6
8, 6, 6, 6
398How 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
399Artificial Neuronal Ensembles with Learned Context Dependent Gating6.506.501.500.00
5, 8, 5, 8
5, 8, 5, 8
400Backpropagation 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
401Dichotomy of Control: Separating What You Can Control from What You Cannot6.506.501.500.00
8, 5, 8, 5
8, 5, 8, 5
402Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization6.506.500.870.00
6, 8, 6, 6
6, 8, 6, 6
403Associative Memory Augmented Asynchronous Spatiotemporal Representation Learning for Event-based Perception6.506.500.870.00
6, 8, 6, 6
6, 8, 6, 6
404Semi Parametric Inducing Point Networks6.506.500.870.00
8, 6, 6, 6
8, 6, 6, 6
405Augmentation with Projection: Towards an Effective and Efficient Data Augmentation Paradigm for Distillation6.507.001.000.50
6, 8, 6, 6
6, 8, 6, 8
406Transfer Learning with Deep Tabular Models6.506.501.500.00
5, 8, 8, 5
5, 8, 8, 5
407Interneurons accelerate learning dynamics in recurrent neural networks for statistical adaptation6.506.501.500.00
5, 5, 8, 8
5, 5, 8, 8
408HypeR: Multitask Hyper-Prompted Training Enables Large-Scale Retrieval Generalization6.507.001.000.50
8, 6, 6, 6
8, 6, 6, 8
409On the Trade-Off between Actionable Explanations and the Right to be Forgotten6.506.500.870.00
6, 6, 6, 8
6, 6, 6, 8
410Learning What and Where - Unsupervised Disentangling Location and Identity Tracking6.507.001.000.50
5, 5, 8, 8
6, 6, 8, 8
411CANIFE: Crafting Canaries for Empirical Privacy Measurement in Federated Learning6.506.501.500.00
8, 8, 5, 5
8, 8, 5, 5
412Training language models for deeper understanding improves brain alignment6.506.501.500.00
5, 8, 5, 8
5, 8, 5, 8
413Sampling-free Inference for Ab-Initio Potential Energy Surface Networks6.506.751.300.25
8, 8, 5, 5
8, 8, 6, 5
414Wasserstein Auto-encoded MDPs: Formal Verification of Efficiently Distilled RL Policies with Many-sided Guarantees6.506.501.500.00
5, 5, 8, 8
5, 5, 8, 8
415Solving Constrained Variational Inequalities via a First-order Interior Point-based Method6.506.500.870.00
6, 6, 8, 6
6, 6, 8, 6
416Calibration Matters: Tackling Maximization Bias in Large-scale Advertising Recommendation Systems6.506.500.870.00
8, 6, 6, 6
8, 6, 6, 6
417Data Continuity Matters: Improving Sequence Modeling with Lipschitz Regularizer6.506.500.870.00
6, 6, 6, 8
6, 6, 6, 8
418Control Graph as Unified IO for Morphology-Task Generalization6.507.251.300.75
5, 8, 8, 5
8, 8, 8, 5
419Restricted Strong Convexity of Deep Learning Models with Smooth Activations6.506.500.870.00
8, 6, 6, 6
8, 6, 6, 6
420Koopman Neural Operator Forecaster for Time-series with Temporal Distributional Shifts6.506.501.500.00
5, 8, 5, 8
5, 8, 5, 8
421The Surprising Computational Power of Nondeterministic Stack RNNs6.507.001.000.50
8, 6, 6, 6
8, 6, 8, 6
422A Non-monotonic Self-terminating Language Model6.507.500.871.00
6, 6, 6, 8
8, 8, 6, 8
423Differentially Private $L_2$-Heavy Hitters in the Sliding Window Model6.506.501.500.00
8, 8, 5, 5
8, 8, 5, 5
424Self-Guided Noise-Free Data Generation for Efficient Zero-Shot Learning6.506.501.500.00
5, 8, 8, 5
5, 8, 8, 5
425EA-HAS-Bench: Energy-aware Hyperparameter and Architecture Search Benchmark6.506.500.870.00
6, 6, 8, 6
6, 6, 8, 6
426Versatile Neural Processes for Learning Implicit Neural Representations6.507.001.000.50
8, 5, 5, 8
8, 6, 6, 8
427Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning6.506.500.870.00
6, 6, 8, 6
6, 6, 8, 6
428Characterizing the Influence of Graph Elements6.506.500.870.00
6, 6, 8, 6
6, 6, 8, 6
429Personalized Federated Learning with Feature Alignment and Classifier Collaboration6.506.501.500.00
8, 5, 5, 8
8, 5, 5, 8
430Simple Yet Effective Graph Contrastive Learning for Recommendation6.506.501.500.00
5, 8, 5, 8
5, 8, 5, 8
431Dual Diffusion Implicit Bridges for Image-to-Image Translation6.506.502.060.00
5, 5, 10, 6
5, 5, 10, 6
432Learning to Grow Pretrained Models for Efficient Transformer Training6.507.500.871.00
8, 6, 6, 6
8, 8, 6, 8
433Learning to Estimate Shapley Values with Vision Transformers6.506.751.300.25
5, 8, 8, 5
6, 8, 8, 5
434Model 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
435Code Translation with Compiler Representations6.506.502.060.00
10, 6, 5, 5
10, 6, 5, 5
436AnyDA: Anytime Domain Adaptation6.506.500.870.00
6, 6, 8, 6
6, 6, 8, 6
437Differentiable Mathematical Programming for Object-Centric Representation Learning6.506.501.500.00
8, 5, 8, 5
8, 5, 8, 5
438Voint Cloud: Multi-View Point Cloud Representation for 3D Understanding6.506.500.870.00
8, 6, 6, 6
8, 6, 6, 6
439Mass-Editing Memory in a Transformer6.507.001.000.50
6, 6, 6, 8
6, 6, 8, 8
440On the Saturation Effect of Kernel Ridge Regression6.506.500.870.00
6, 6, 8, 6
6, 6, 8, 6
441AANG : Automating Auxiliary Learning6.506.501.500.00
8, 8, 5, 5
8, 8, 5, 5
442Private Federated Learning Without a Trusted Server: Optimal Algorithms for Convex Losses6.506.500.870.00
6, 6, 6, 8
6, 6, 6, 8
443Robust Fair Clustering: A Novel Fairness Attack and Defense Framework6.506.500.870.00
6, 8, 6, 6
6, 8, 6, 6
444Dynamic Historical Adaptation for Continual Image-Text Modeling6.506.501.500.00
8, 5, 8, 5
8, 5, 8, 5
445Learning without Prejudices: Continual Unbiased Learning via Benign and Malignant Forgetting6.506.751.300.25
8, 8, 5, 5
8, 8, 5, 6
446Spherical Sliced-Wasserstein6.506.500.870.00
6, 8, 6, 6
6, 8, 6, 6
447Causal Representation Learning for Instantaneous and Temporal Effects6.506.751.300.25
8, 8, 5, 5
8, 8, 6, 5
448The Role of ImageNet Classes in Fréchet Inception Distance6.506.751.300.25
8, 5, 5, 8
8, 6, 5, 8
449Towards Understanding Why Mask Reconstruction Pretraining Helps in Downstream Tasks6.506.500.870.00
6, 8, 6, 6
6, 8, 6, 6
450Prompt Learning with Optimal Transport for Vision-Language Models6.507.001.000.50
6, 6, 6, 8
6, 8, 6, 8
451DASHA: Distributed Nonconvex Optimization with Communication Compression and Optimal Oracle Complexity6.506.500.870.00
6, 6, 8, 6
6, 6, 8, 6
452LDMIC: Learning-based Distributed Multi-view Image Coding6.506.500.870.00
6, 6, 6, 8
6, 6, 6, 8
453Causal Balancing for Domain Generalization6.506.500.870.00
6, 6, 6, 8
6, 6, 6, 8
454Multi-lingual Evaluation of Code Generation Models6.507.001.000.50
6, 6, 6, 8
8, 6, 6, 8
455ESD: Expected Squared Difference as a Tuning-Free Trainable Calibration Measure6.506.500.870.00
8, 6, 6, 6
8, 6, 6, 6
456Digging into Backbone Design on Face Detection6.506.500.870.00
8, 6, 6, 6
8, 6, 6, 6
457Sparse Mixture-of-Experts are Domain Generalizable Learners6.506.751.300.25
8, 5, 8, 5
8, 5, 8, 6
458STREET: A MULTI-TASK STRUCTURED REASONING AND EXPLANATION BENCHMARK6.506.751.300.25
8, 5, 8, 5
8, 5, 8, 6
459Fairness-aware Contrastive Learning with Partially Annotated Sensitive Attributes6.506.501.500.00
5, 8, 8, 5
5, 8, 8, 5
460Patch-Level Contrasting without Patch Correspondence for Accurate and Dense Contrastive Representation Learning6.506.500.870.00
6, 6, 8, 6
6, 6, 8, 6
461Excess Risk of Two-Layer ReLU Neural Networks in Teacher-Student Settings and its Superiority to Kernel Methods6.406.801.470.40
8, 3, 5, 8, 8
8, 5, 5, 8, 8
462Fundamental limits on the robustness of image classifiers6.407.001.260.60
8, 6, 5, 8, 5
8, 6, 5, 8, 8
463ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning6.407.001.260.60
5, 6, 8, 5, 8
8, 6, 8, 5, 8
464RoPAWS: Robust Semi-supervised Representation Learning from Uncurated Data6.406.801.470.40
8, 3, 8, 8, 5
8, 5, 8, 8, 5
465On Emergence of Activation Sparsity in Trained Transformers6.406.401.360.00
8, 5, 8, 5, 6
8, 5, 8, 5, 6
466ManyDG: Many-domain Generalization for Healthcare Applications6.406.402.060.00
8, 5, 8, 8, 3
8, 5, 8, 8, 3
467Neuro-Symbolic Procedural Planning with Commonsense Prompting6.407.401.741.00
6, 5, 8, 5, 8
10, 6, 8, 5, 8
468Direct Embedding of Temporal Network Edges via Time-Decayed Line Graphs6.386.382.060.00
10, 8, 5, 3, 8, 6, 6, 5
10, 8, 5, 3, 8, 6, 6, 5
469Quantifying and Mitigating the Impact of Label Errors on Model Disparity Metrics6.336.331.250.00
8, 6, 5
8, 6, 5
470Learning Continuous Normalizing Flows For Faster Convergence To Target Distribution via Ascent Regularizations6.336.331.250.00
6, 8, 5
6, 8, 5
471Learning Uncertainty for Unknown Domains with Zero-Target-Assumption6.336.331.250.00
8, 5, 6
8, 5, 6
472Making Substitute Models More Bayesian Can Enhance Transferability of Adversarial Examples6.336.331.250.00
5, 8, 6
5, 8, 6
473Zeroth-Order Optimization with Trajectory-Informed Derivative Estimation6.336.670.940.33
5, 8, 6
6, 8, 6
474Ordered GNN: Ordering Message Passing to Deal with Heterophily and Over-smoothing6.335.501.80-0.83
6, 5, 8
6, 5, 8, 3
475Masked Distillation with Receptive Tokens6.337.001.410.67
5, 6, 8
5, 8, 8
476On Representing Linear Programs by Graph Neural Networks6.336.331.250.00
8, 6, 5
8, 6, 5
477Implicit Regularization for Group Sparsity6.336.331.250.00
8, 6, 5
8, 6, 5
478Fantastic Rewards and How to Tame Them: A Case Study on Reward Learning for Task-Oriented Dialogue Systems6.336.251.09-0.08
6, 8, 5
6, 8, 5, 6
479Supervision Complexity and its Role in Knowledge Distillation6.336.331.250.00
8, 5, 6
8, 5, 6
480Neural Causal Models for Counterfactual Identification and Estimation6.337.330.941.00
6, 5, 8
6, 8, 8
481How I Learned to Stop Worrying and Love Retraining6.337.330.941.00
6, 8, 5
8, 8, 6
482Systematic Rectification of Language Models via Dead-end Analysis6.336.331.250.00
8, 5, 6
8, 5, 6
483f-DM: A Multi-stage Diffusion Model via Progressive Signal Transformation6.336.331.250.00
6, 8, 5
6, 8, 5
484Scaling up and Stabilizing Differentiable Planning with Implicit Differentiation6.336.331.250.00
8, 6, 5
8, 6, 5
485Bispectral Neural Networks6.337.330.941.00
5, 6, 8
6, 8, 8
486Where to Diffuse, How to Diffuse and How to get back: Learning in Multivariate Diffusions6.336.332.360.00
3, 8, 8
3, 8, 8
487Relative 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
488Explicitly Minimizing the Blur Error of Variational Autoencoders6.336.670.940.33
8, 5, 6
8, 6, 6
489Error Sensitivity Modulation based Experience Replay: Mitigating Abrupt Representation Drift in Continual Learning6.336.331.250.00
6, 8, 5
6, 8, 5
490Bayes-MIL: A New Probabilistic Perspective on Attention-based Multiple Instance Learning for Whole Slide Images6.336.331.250.00
8, 5, 6
8, 5, 6
491Using Language to Extend to Unseen Domains6.336.331.250.00
8, 5, 6
8, 5, 6
492Explainability as statistical inference6.336.331.250.00
5, 8, 6
5, 8, 6
493Bringing robotics taxonomies to continuous domains via GPLVM on hyperbolic manifolds6.336.331.250.00
6, 8, 5
6, 8, 5
494A Theory of Dynamic Benchmarks6.336.670.940.33
8, 5, 6
8, 6, 6
495Computing all Optimal Partial Transports6.336.670.940.33
8, 6, 5
8, 6, 6
496A View From Somewhere: Human-Centric Face Representations6.336.331.250.00
8, 6, 5
8, 6, 5
497Efficient Planning in a Compact Latent Action Space6.336.331.250.00
5, 6, 8
5, 6, 8
498Localized Randomized Smoothing for Collective Robustness Certification6.337.330.941.00
8, 6, 5
8, 8, 6
499Unbiased Supervised Contrastive Learning6.336.331.250.00
5, 8, 6
5, 8, 6
500Compressing multidimensional weather and climate data into neural networks6.338.000.001.67
5, 8, 6
8, 8, 8
501That Label's got Style: Handling Label Style Bias for Uncertain Image Segmentation6.336.670.940.33
5, 8, 6
6, 8, 6
502StableDR: Stabilized Doubly Robust Learning for Recommendation on Data Missing Not at Random6.337.001.410.67
6, 5, 8
8, 5, 8
503Learnable Graph Convolutional Attention Networks6.336.670.940.33
5, 6, 8
6, 6, 8
504How Sharpness-Aware Minimization Minimizes Sharpness?6.336.331.250.00
5, 8, 6
5, 8, 6
505Quantized Compressed Sensing with Score-Based Generative Models6.336.331.250.00
5, 8, 6
5, 8, 6
506On The Relative Error of Random Fourier Features for Preserving Kernel Distance6.337.330.941.00
8, 8, 3
8, 8, 6
507Weakly Supervised Neuro-Symbolic Image Manipulation via Multi-Hop Complex Instructions6.336.331.250.00
6, 5, 8
6, 5, 8
508Pushing the Accuracy-Fairness Tradeoff Frontier with Introspective Self-play6.337.330.941.00
8, 6, 5
8, 6, 8
509Imbalanced Semi-supervised Learning with Bias Adaptive Classifier6.336.331.250.00
8, 6, 5
8, 6, 5
510Excess risk analysis for epistemic uncertainty with application to variational inference6.336.332.360.00
3, 8, 8
3, 8, 8
511Meta-Learning General-Purpose Learning Algorithms with Transformers6.336.331.250.00
5, 8, 6
5, 8, 6
5123D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image Segmentation6.336.332.360.00
8, 8, 3
8, 8, 3
513Re-calibrating Feature Attributions for Model Interpretation6.337.001.410.67
8, 8, 3
8, 8, 5
514Offline RL for Natural Language Generation with Implicit Language Q Learning6.336.332.360.00
8, 8, 3
8, 8, 3
515Fairness and Accuracy under Domain Generalization6.336.670.940.33
6, 5, 8
6, 6, 8
516Iteratively Learning Novel Strategies with Diversity Measured in State Distances6.335.670.47-0.67
5, 8, 6
5, 6, 6
517Contrastive Learning Can Find An Optimal Basis For Approximately View-Invariant Functions6.336.331.250.00
8, 6, 5
8, 6, 5
518Efficiently Computing Nash Equilibria in Adversarial Team Markov Games6.337.001.410.67
6, 8, 5
8, 8, 5
519SimPer: Simple Self-Supervised Learning of Periodic Targets6.338.001.631.67
8, 3, 8
8, 6, 10
520Causal Imitation Learning via Inverse Reinforcement Learning6.336.500.870.17
6, 8, 5
6, 8, 6, 6
521Efficient Discrete Multi Marginal Optimal Transport Regularization6.336.331.250.00
5, 8, 6
5, 8, 6
522Human-level Atari 200x faster6.336.332.360.00
3, 8, 8
3, 8, 8
523Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks6.336.331.250.00
6, 8, 5
6, 8, 5
524Matching receptor to odorant with protein language and graph neural networks6.336.331.250.00
6, 8, 5
6, 8, 5
525PGrad: Learning Principal Gradients For Domain Generalization6.336.332.360.00
8, 3, 8
8, 3, 8
526Statistical Guarantees for Consensus Clustering6.336.331.250.00
8, 5, 6
8, 5, 6
527Expressive Monotonic Neural Networks6.336.332.360.00
8, 8, 3
8, 8, 3
528Learning to CROSS exchange to solve min-max vehicle routing problems6.336.332.360.00
3, 8, 8
3, 8, 8
529Mitigating Dataset Bias by Using Per-Sample Gradient6.337.330.941.00
8, 5, 6
8, 8, 6
530Multiple Modes for Continual Learning6.336.252.49-0.08
3, 6, 10
6, 6, 10, 3
531REVISITING PRUNING AT INITIALIZATION THROUGH THE LENS OF RAMANUJAN GRAPH6.336.670.940.33
6, 8, 5
6, 8, 6
532Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model6.336.670.940.33
5, 8, 6
6, 8, 6
533ViewCo: Discovering Text-Supervised Segmentation Masks via Multi-View Semantic Consistency6.335.502.50-0.83
8, 8, 3
8, 8, 3, 3
534Neural Architecture Design and Robustness: A Dataset6.336.670.940.33
6, 8, 5
6, 8, 6
535Learning to Decompose Visual Features with Latent Textual Prompts6.336.331.250.00
8, 6, 5
8, 6, 5
536MATS: Memory Attention for Time-Series forecasting6.336.331.250.00
6, 5, 8
6, 5, 8
537MixPro: Data Augmentation with MaskMix and Progressive Attention Labeling for Vision Transformer6.336.331.250.00
5, 6, 8
5, 6, 8
538Text-Driven Generative Domain Adaptation with Spectral Consistency Regularization6.336.331.250.00
8, 6, 5
8, 6, 5
539Transfer Learning with Pre-trained Conditional Generative Models6.335.002.55-1.33
5, 6, 8
5, 6, 8, 1
540Treeformer: Dense Gradient Trees for Efficient Attention Computation6.336.670.940.33
6, 5, 8
6, 6, 8
541Cycle to Clique (Cy2C) Graph Neural Network: A Sight to See beyond Neighborhood Aggregation6.336.331.250.00
8, 6, 5
8, 6, 5
5423D Molecular Generation by Virtual Dynamics6.335.672.05-0.67
5, 6, 8
3, 6, 8
543Adversarial Attacks on Adversarial Bandits6.336.670.940.33
8, 5, 6
8, 6, 6
544On the Perils of Cascading Robust Classifiers6.336.670.940.33
5, 8, 6
6, 8, 6
545Diving into Unified Data-Model Sparsity for Class-Imbalanced Graph Representation Learning6.336.332.360.00
3, 8, 8
3, 8, 8
546Sparse tree-based Initialization for Neural Networks6.336.331.250.00
8, 6, 5
8, 6, 5
547On the Performance of Temporal Difference Learning With Neural Networks6.336.251.09-0.08
8, 6, 5
8, 6, 5, 6
548Calibrating Sequence likelihood Improves Conditional Language Generation6.336.670.940.33
8, 6, 5
8, 6, 6
549SlotFormer: Unsupervised Visual Dynamics Simulation with Object-Centric Models6.337.330.941.00
5, 6, 8
6, 8, 8
550Fuzzy Alignments in Directed Acyclic Graph for Non-Autoregressive Machine Translation6.336.331.250.00
6, 5, 8
6, 5, 8
551On the complexity of nonsmooth automatic differentiation6.336.670.940.33
6, 5, 8
6, 6, 8
552Masked Image Modeling with Denoising Contrast6.336.331.250.00
8, 5, 6
8, 5, 6
553HiViT: A Simpler and More Efficient Design of Hierarchical Vision Transformer6.336.331.250.00
8, 6, 5
8, 6, 5
554Risk-Aware Reinforcement Learning with Coherent Risk Measures and Non-linear Function Approximation6.336.331.250.00
6, 8, 5
6, 8, 5
555Learning Proximal Operators to Discover Multiple Optima6.336.331.250.00
8, 6, 5
8, 6, 5
556Formal Mathematics Statement Curriculum Learning6.336.332.360.00
8, 3, 8
8, 3, 8
557POPGym: Benchmarking Partially Observable Reinforcement Learning6.336.332.360.00
8, 8, 3
8, 8, 3
558Learning Sparse and Low-Rank Priors for Image Recovery via Iterative Reweighted Least Squares Minimization6.336.670.940.33
6, 5, 8
6, 6, 8
559Truthful Self-Play6.336.331.250.00
8, 5, 6
8, 5, 6
560Continual Transformers: Redundancy-Free Attention for Online Inference6.336.331.250.00
6, 5, 8
6, 5, 8
561Dirichlet-based Uncertainty Calibration for Active Domain Adaptation6.336.331.250.00
8, 6, 5
8, 6, 5
562Robustness to corruption in pre-trained Bayesian neural networks6.336.670.940.33
6, 5, 8
6, 6, 8
563Meta-learning Adaptive Deep Kernel Gaussian Processes for Molecular Property Prediction6.337.330.941.00
5, 8, 6
8, 8, 6
564Bort: Towards Explainable Neural Networks with Bounded Orthogonal Constraint6.336.670.940.33
6, 5, 8
6, 6, 8
565A 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
566ManiSkill2: A Unified Benchmark for Generalizable Manipulation Skills6.336.670.940.33
5, 8, 6
6, 8, 6
567Revocable Deep Reinforcement Learning with Affinity Regularization for Outlier-Robust Graph Matching6.336.331.250.00
8, 6, 5
8, 6, 5
568GANet: Graph-Aware Network for Point Cloud Completion with Displacement-Aware Point Augmentor6.336.332.870.00
10, 6, 3
10, 6, 3
569Out-of-distribution Detection with Implicit Outlier Transformation6.336.331.250.00
6, 5, 8
6, 5, 8
570MCAL: Minimum Cost Human-Machine Active Labeling6.336.331.250.00
5, 6, 8
5, 6, 8
571Learnable Topological Features For Phylogenetic Inference via Graph Neural Networks6.336.332.360.00
3, 8, 8
3, 8, 8
572Learnable Behavior Control: Breaking Atari Human World Records via Sample-Efficient Behavior Selection6.338.670.942.33
3, 8, 8
10, 8, 8
573Surgical Fine-Tuning Improves Adaptation to Distribution Shifts6.337.330.941.00
6, 8, 5
8, 8, 6
574DualAfford: Learning Collaborative Visual Affordance for Dual-gripper Manipulation6.336.331.250.00
5, 8, 6
5, 8, 6
575Understanding 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
576Solving stochastic weak Minty variational inequalities without increasing batch size6.256.751.300.50
6, 5, 6, 8
8, 5, 6, 8
577WiNeRT: Towards Neural Ray Tracing for Wireless Channel Modelling and Differentiable Simulations6.256.251.090.00
6, 6, 5, 8
6, 6, 5, 8
578On the Certification of Classifiers for Outperforming Human Annotators6.256.251.090.00
5, 6, 6, 8
5, 6, 6, 8
579Don’t fear the unlabelled: safe semi-supervised learning via debiasing6.256.252.050.00
6, 3, 8, 8
6, 3, 8, 8
580Boosting Causal Discovery via Adaptive Sample Reweighting6.256.251.090.00
8, 6, 5, 6
8, 6, 5, 6
581Mole-BERT: Rethinking Pre-training Graph Neural Networks for Molecules6.256.500.870.25
6, 8, 6, 5
6, 8, 6, 6
582Learning in temporally structured environments6.256.251.090.00
8, 6, 5, 6
8, 6, 5, 6
583Efficient Certified Training and Robustness Verification of Neural ODEs6.257.001.000.75
6, 8, 5, 6
6, 8, 8, 6
584UL2: Unifying Language Learning Paradigms6.256.252.050.00
8, 3, 8, 6
8, 3, 8, 6
585Bitrate-Constrained DRO: Beyond Worst Case Robustness To Unknown Group Shifts6.256.251.090.00
6, 6, 8, 5
6, 6, 8, 5
586FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning6.256.751.300.50
3, 8, 6, 8
5, 8, 6, 8
587Structured World Representations via Block-Slot Attention6.257.001.000.75
5, 6, 8, 6
6, 8, 8, 6
588CktGNN: Circuit Graph Neural Network for Electronic Design Automation6.256.500.870.25
5, 8, 6, 6
6, 8, 6, 6
589Linearly Mapping from Image to Text Space6.256.252.050.00
8, 8, 3, 6
8, 8, 3, 6
590Is 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
591Memorization Capacity of Neural Networks with Conditional Computation6.256.252.050.00
3, 6, 8, 8
3, 6, 8, 8
592Neural Image-based Avatars: Generalizable Radiance Fields for Human Avatar Modeling6.256.252.050.00
8, 3, 6, 8
8, 3, 6, 8
593Compositional Task Representations for Large Language Models6.256.251.090.00
6, 8, 5, 6
6, 8, 5, 6
594Unsupervised Learning for Combinatorial Optimization Needs Meta Learning6.257.001.000.75
6, 8, 5, 6
6, 8, 8, 6
595Unsupervised Meta-learning via Few-shot Pseudo-supervised Contrastive Learning6.256.752.170.50
6, 8, 3, 8
8, 8, 3, 8
596Decepticons: Corrupted Transformers Breach Privacy in Federated Learning for Language Models6.256.602.800.35
8, 1, 8, 8
8, 1, 8, 8, 8
597Implicit regularization in Heavy-ball momentum accelerated stochastic gradient descent6.257.001.000.75
3, 8, 6, 8
6, 8, 6, 8
598Pruning Deep Neural Networks from a Sparsity Perspective6.256.251.090.00
6, 6, 8, 5
6, 6, 8, 5
599Composite 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
600Information-Theoretic Diffusion6.256.251.090.00
5, 6, 6, 8
5, 6, 6, 8
601Robust Graph Dictionary Learning6.256.751.300.50
8, 6, 5, 6
8, 6, 5, 8
602Understanding Influence Functions and Datamodels via Harmonic Analysis6.256.251.090.00
8, 6, 6, 5
8, 6, 6, 5
603TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization6.256.251.090.00
6, 6, 8, 5
6, 6, 8, 5
604Dynamical systems embedding with a physics-informed convolutional network6.256.251.090.00
5, 8, 6, 6
5, 8, 6, 6
605Learning Interpretable Dynamics from Images of a Freely Rotating 3D Rigid Body6.256.251.090.00
6, 5, 6, 8
6, 5, 6, 8
606Characteristic Neural Ordinary Differential Equation6.256.251.090.00
6, 5, 6, 8
6, 5, 6, 8
607Forget Unlearning: Towards True Data-Deletion in Machine Learning6.256.251.090.00
8, 6, 5, 6
8, 6, 5, 6
608Serving Graph Compression for Graph Neural Networks6.256.252.050.00
6, 3, 8, 8
6, 3, 8, 8
609Learning where and when to reason in neuro-symbolic inference6.257.001.000.75
6, 5, 6, 8
6, 8, 6, 8
610FIGARO: Controllable Music Generation using Learned and Expert Features6.256.251.090.00
5, 6, 6, 8
5, 6, 6, 8
611Is Model Ensemble Necessary? Model-based RL via a Single Model with Lipschitz Regularized Value Function6.256.252.050.00
8, 3, 8, 6
8, 3, 8, 6
612Hyper-Decision Transformer for Efficient Online Policy Adaptation6.257.001.000.75
6, 3, 8, 8
6, 6, 8, 8
613Solving Continuous Control via Q-learning6.256.751.300.50
8, 5, 6, 6
8, 5, 8, 6
614Rhino: Deep Causal Temporal Relationship Learning with History-dependent Noise6.257.001.000.75
8, 5, 6, 6
8, 8, 6, 6
615Pseudoinverse-Guided Diffusion Models for Inverse Problems6.256.251.090.00
5, 6, 6, 8
5, 6, 6, 8
616Sequential Gradient Coding For Straggler Mitigation6.256.251.090.00
8, 6, 6, 5
8, 6, 6, 5
617Understanding DDPM Latent Codes Through Optimal Transport6.256.251.090.00
5, 6, 6, 8
5, 6, 6, 8
618Self-supervised learning with rotation-invariant kernels6.256.751.300.50
6, 8, 5, 6
8, 8, 5, 6
619Bidirectional Language Models Are Also Few-shot Learners6.256.751.300.50
6, 5, 8, 6
6, 5, 8, 8
620EPISODE: 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
621Probabilistically 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
622Value Memory Graph: A Graph-Structured World Model for Offline Reinforcement Learning6.256.500.870.25
6, 8, 6, 5
6, 8, 6, 6
623Contrastive Learning for Unsupervised Domain Adaptation of Time Series6.256.252.050.00
8, 8, 3, 6
8, 8, 3, 6
624Fisher-Legendre (FishLeg) optimization of deep neural networks6.257.001.000.75
6, 5, 8, 6
8, 6, 8, 6
625A law of adversarial risk, interpolation, and label noise6.256.380.990.12
8, 8, 5, 6, 6, 5, 6, 6
8, 8, 6, 6, 6, 5, 6, 6
626Revisiting Dense Retrieval with Unaswerable Counterfactuals6.256.251.090.00
8, 6, 6, 5
8, 6, 6, 5
627Pareto-Efficient Decision Agents for Offline Multi-Objective Reinforcement Learning6.256.251.090.00
8, 5, 6, 6
8, 5, 6, 6
628Language Models are Realistic Tabular Data Generators6.256.751.300.50
6, 8, 6, 5
8, 8, 6, 5
629CRISP: Curriculum based Sequential neural decoders for Polar code family6.256.251.090.00
5, 6, 6, 8
5, 6, 6, 8
630Learning Diffusion Bridges on Constrained Domains6.257.501.661.25
8, 5, 6, 6
10, 6, 8, 6
631Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models6.256.500.870.25
6, 8, 6, 5
6, 8, 6, 6
632PartAfford: Part-level Affordance Discovery6.256.252.050.00
3, 6, 8, 8
3, 6, 8, 8
633NewModel: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing6.256.251.090.00
6, 8, 6, 5
6, 8, 6, 5
634Max-Margin Works while Large Margin Fails: Generalization without Uniform Convergence6.256.251.090.00
6, 8, 6, 5
6, 8, 6, 5
635Preference Transformer: Modeling Human Preferences using Transformers for RL6.256.251.090.00
5, 6, 6, 8
5, 6, 6, 8
636MoDem: Accelerating Visual Model-Based Reinforcement Learning with Demonstrations6.256.251.090.00
6, 5, 6, 8
6, 5, 6, 8
637PD-MORL: Preference-Driven Multi-Objective Reinforcement Learning Algorithm6.256.252.050.00
8, 8, 6, 3
8, 8, 6, 3
638Language Models Can Teach Themselves to Program Better6.256.251.090.00
8, 6, 6, 5
8, 6, 6, 5
639Learning Kernelized Contextual Bandits in a Distributed and Asynchronous Environment6.256.251.090.00
8, 6, 5, 6
8, 6, 5, 6
640Moderate 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
641Diffusion Models for Causal Discovery via Topological Ordering6.255.501.80-0.75
6, 8, 3, 8
6, 5, 3, 8
642MetaMD: Principled Optimiser Meta-Learning for Deep Learning6.256.252.050.00
6, 8, 8, 3
6, 8, 8, 3
643When Source-Free Domain Adaptation Meets Learning with Noisy Labels6.256.000.00-0.25
6, 5, 6, 8
6, 6, 6, 6
644Concept Gradient: Concept-based Interpretation Without Linear Assumption6.256.251.090.00
6, 5, 8, 6
6, 5, 8, 6
645MetaGL: Evaluation-Free Selection of Graph Learning Models via Meta-Learning6.256.251.090.00
6, 6, 5, 8
6, 6, 5, 8
646Critical Initialization of Wide and Deep Neural Networks through Partial Jacobians: General Theory and Applications6.256.252.050.00
6, 8, 3, 8
6, 8, 3, 8
647MaskViT: Masked Visual Pre-Training for Video Prediction6.257.251.301.00
6, 6, 8, 5
8, 8, 8, 5
648How to Train your HIPPO: State Space Models with Generalized Orthogonal Basis Projections6.256.251.090.00
8, 6, 6, 5
8, 6, 6, 5
649Generalization and Estimation Error Bounds for Model-based Neural Networks6.257.001.000.75
8, 5, 6, 6
8, 8, 6, 6
650SGDA with shuffling: faster convergence for nonconvex-PŁ minimax optimization6.256.251.090.00
6, 5, 8, 6
6, 5, 8, 6
651LilNetX: Lightweight Networks with EXtreme Model Compression and Structured Sparsification6.256.251.090.00
6, 5, 6, 8
6, 5, 6, 8
652Liquid Structural State-Space Models6.256.751.300.50
3, 8, 6, 8
5, 8, 6, 8
653Ollivier-Ricci Curvature for Hypergraphs: A Unified Framework6.256.251.090.00
6, 8, 5, 6
6, 8, 5, 6
654TiAda: A Time-scale Adaptive Algorithm For Nonconvex Minimax Optimization6.256.251.090.00
6, 5, 8, 6
6, 5, 8, 6
655Teacher Guided Training: An Efficient Framework for Knowledge Transfer6.256.251.090.00
6, 6, 5, 8
6, 6, 5, 8
656Adversarial Training of Self-supervised Monocular Depth Estimation against Physical-World Attacks6.256.500.870.25
8, 5, 6, 6
8, 6, 6, 6
657Self-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
658A Simple Yet Powerful Deep Active Learning With Snapshots Ensembles6.256.252.050.00
8, 6, 8, 3
8, 6, 8, 3
659Towards Open Temporal Graph Neural Networks6.256.500.870.25
6, 5, 6, 8
6, 6, 6, 8
660Batch Multivalid Conformal Prediction6.256.500.870.25
8, 6, 6, 5
8, 6, 6, 6
661Equivariant 3D-Conditional Diffusion Models for Molecular Linker Design6.256.252.050.00
8, 3, 8, 6
8, 3, 8, 6
662UniFormerV2: Spatiotemporal Learning by Arming Image ViTs with Video UniFormer6.256.252.050.00
8, 6, 3, 8
8, 6, 3, 8
663Addressing Parameter Choice Issues in Unsupervised Domain Adaptation by Aggregation6.256.500.870.25
8, 5, 6, 6
8, 6, 6, 6
664Unsupervised visualization of image datasets using contrastive learning6.256.751.920.50
6, 10, 3, 6
6, 10, 5, 6
665A Differential Geometric View and Explainability of GNN on Evolving Graphs6.256.251.090.00
8, 6, 6, 5
8, 6, 6, 5
666Generative Modelling with Inverse Heat Dissipation6.256.251.090.00
5, 6, 8, 6
5, 6, 8, 6
667Rarity Score : A New Metric to Evaluate the Uncommonness of Synthesized Images6.257.001.000.75
5, 6, 8, 6
8, 6, 8, 6
668Recon: Reducing Conflicting Gradients From the Root For Multi-Task Learning6.256.252.050.00
8, 6, 8, 3
8, 6, 8, 3
669Breaking 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
670Hierarchical Sliced Wasserstein Distance6.256.251.090.00
6, 8, 5, 6
6, 8, 5, 6
671Prototypical Calibration for Few-shot Learning of Language Models6.256.251.090.00
5, 8, 6, 6
5, 8, 6, 6
672Your Contrastive Learning Is Secretly Doing Stochastic Neighbor Embedding6.257.001.000.75
3, 8, 6, 8
6, 8, 6, 8
673Distributionally Robust Recourse Action6.256.251.090.00
8, 6, 5, 6
8, 6, 5, 6
674Visual Classification via Description from Large Language Models6.257.001.000.75
5, 6, 6, 8
8, 6, 6, 8
675The World is Changing: Improving Fair Training under Correlation Shifts6.256.751.300.50
8, 3, 6, 8
8, 5, 6, 8
676Relational Attention: Generalizing Transformers for Graph-Structured Tasks6.257.251.301.00
6, 8, 6, 5
8, 8, 8, 5
677Distilling Model Failures as Directions in Latent Space6.256.752.170.50
3, 6, 8, 8
3, 8, 8, 8
678Countinuous pseudo-labeling from the start6.256.251.090.00
6, 6, 5, 8
6, 6, 5, 8
679FedDA: 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
680FoSR: First-order spectral rewiring for addressing oversquashing in GNNs6.257.500.871.25
5, 8, 6, 6
6, 8, 8, 8
681Deep Generative Symbolic Regression6.256.251.090.00
5, 6, 8, 6
5, 6, 8, 6
682Diffusion Probabilistic Fields6.257.001.000.75
6, 5, 8, 6
8, 6, 8, 6
683Novel View Synthesis with Diffusion Models6.256.251.090.00
8, 6, 6, 5
8, 6, 6, 5
684LMC: Fast Training of GNNs via Subgraph Sampling with Provable Convergence6.257.500.871.25
8, 8, 6, 3
8, 8, 6, 8
685How to Exploit Hyperspherical Embeddings for Out-of-Distribution Detection?6.256.500.870.25
5, 6, 8, 6
6, 6, 8, 6
686Emergent world representations: Exploring a sequence model trained on a synthetic task6.257.500.871.25
6, 3, 8, 8
8, 6, 8, 8
687Programmatically Grounded, Compositionally Generalizable Robotic Manipulation6.256.252.050.00
6, 8, 8, 3
6, 8, 8, 3
688Anisotropic Message Passing: Graph Neural Networks with Directional and Long-Range Interactions6.256.500.870.25
6, 6, 8, 5
6, 6, 8, 6
689Planckian 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
690GAMR: A Guided Attention Model for (visual) Reasoning6.256.251.090.00
6, 6, 8, 5
6, 6, 8, 5
691Monocular Scene Reconstruction with 3D SDF Transformers6.256.001.22-0.25
5, 8, 6, 6
5, 8, 5, 6
692Re-parameterizing Your Optimizers rather than Architectures6.256.252.050.00
3, 8, 8, 6
3, 8, 8, 6
693Deep Generative Modeling on Limited Data with Regularization by Nontransferable Pre-trained Models6.256.251.090.00
8, 6, 5, 6
8, 6, 5, 6
694Eva: Practical Second-order Optimization with Kronecker-vectorized Approximation6.256.251.090.00
5, 6, 8, 6
5, 6, 8, 6
695NeRF-SOS: Any-View Self-supervised Object Segmentation on Complex Scenes6.257.001.000.75
5, 6, 8, 6
6, 6, 8, 8
696Analyzing Tree Architectures in Ensembles via Neural Tangent Kernel6.256.251.090.00
8, 6, 5, 6
8, 6, 5, 6
697Proactive Multi-Camera Collaboration for 3D Human Pose Estimation6.256.500.870.25
5, 8, 6, 6
6, 8, 6, 6
698Become a Proficient Player with Limited Data through Watching Pure Videos6.256.251.090.00
8, 5, 6, 6
8, 5, 6, 6
699Multi-domain image generation and translation with identifiability guarantees6.256.251.090.00
5, 6, 8, 6
5, 6, 8, 6
700Information-Theoretic Analysis of Unsupervised Domain Adaptation6.256.252.050.00
6, 8, 8, 3
6, 8, 8, 3
701Understanding Zero-shot Adversarial Robustness for Large-Scale Models6.256.252.050.00
8, 3, 8, 6
8, 3, 8, 6
702Continual evaluation for lifelong learning: Identifying the stability gap6.256.251.090.00
5, 8, 6, 6
5, 8, 6, 6
703A General Framework For Proving The Equivariant Strong Lottery Ticket Hypothesis6.257.001.000.75
6, 5, 6, 8
6, 8, 6, 8
704CLARE: Conservative Model-Based Reward Learning for Offline Inverse Reinforcement Learning6.256.252.050.00
6, 8, 8, 3
6, 8, 8, 3
705Everybody Needs Good Neighbours: An Unsupervised Locality-based Method for Bias Mitigation6.256.251.090.00
6, 8, 6, 5
6, 8, 6, 5
706Towards Robust Object Detection Invariant to Real-World Domain Shifts6.256.500.870.25
8, 6, 6, 5
8, 6, 6, 6
707Light Sampling Field and BRDF Representation for Physically-based Neural Rendering6.256.252.050.00
6, 8, 8, 3
6, 8, 8, 3
708Bidirectional Propagation for Cross-Modal 3D Object Detection6.256.251.090.00
5, 6, 8, 6
5, 6, 8, 6
709Policy Pre-training for Autonomous Driving via Self-supervised Geometric Modeling6.256.251.090.00
6, 5, 8, 6
6, 5, 8, 6
710EurNet: Efficient Multi-Range Relational Modeling of Spatial Multi-Relational Data6.256.500.870.25
6, 5, 6, 8
6, 6, 6, 8
711FINDE: Neural Differential Equations for Finding and Preserving Invariant Quantities6.256.252.050.00
8, 6, 3, 8
8, 6, 3, 8
712Near-Optimal Adversarial Reinforcement Learning with Switching Costs6.256.252.050.00
8, 8, 6, 3
8, 8, 6, 3
713Sparse Token Transformer with Attention Back Tracking6.256.500.870.25
5, 6, 6, 8
6, 6, 6, 8
714Kernel Neural Optimal Transport6.256.251.090.00
8, 5, 6, 6
8, 5, 6, 6
715Iterative $alpha$-(de)Blending: Learning a Deterministic Mapping Between Arbitrary Densities6.255.751.79-0.50
8, 6, 5, 6
8, 6, 3, 6
716Diffusion Models Already Have A Semantic Latent Space6.256.500.870.25
6, 8, 6, 5
6, 8, 6, 6
717Towards Real-Time Neural Image Compression With Mask Decay6.256.252.050.00
6, 3, 8, 8
6, 3, 8, 8
718Predicting Cellular Responses with Variational Causal Inference and Refined Relational Information6.256.251.090.00
5, 6, 8, 6
5, 6, 8, 6
719BrainBERT: Self-supervised representation learning for Intracranial Electrodes6.256.751.300.50
5, 6, 8, 6
5, 8, 8, 6
720Nonlinear Reconstruction for Operator Learning of PDEs with Discontinuities6.256.752.170.50
8, 3, 6, 8
8, 3, 8, 8
721Sound Randomized Smoothing in Floating-Point Arithmetic6.256.251.090.00
6, 6, 8, 5
6, 6, 8, 5
722Provably Efficient Risk-Sensitive Reinforcement Learning: Iterated CVaR and Worst Path6.256.252.050.00
6, 3, 8, 8
6, 3, 8, 8
723Test-Time Robust Personalization for Federated Learning6.256.751.300.50
8, 6, 5, 6
8, 6, 5, 8
724The Trade-off between Universality and Label Efficiency of Representations from Contrastive Learning6.257.001.000.75
6, 8, 8, 3
6, 8, 8, 6
725MPCFORMER: FAST, PERFORMANT AND PRIVATE TRANSFORMER INFERENCE WITH MPC6.256.751.300.50
8, 8, 6, 3
8, 8, 6, 5
726Disparate Impact in Differential Privacy from Gradient Misalignment6.256.500.870.25
6, 6, 5, 8
6, 6, 6, 8
727Interactive Portrait Harmonization6.256.251.090.00
8, 5, 6, 6
8, 5, 6, 6
728Voxurf: Voxel-based Efficient and Accurate Neural Surface Reconstruction6.256.251.090.00
5, 6, 8, 6
5, 6, 8, 6
729Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning6.256.251.090.00
5, 8, 6, 6
5, 8, 6, 6
730WaGI: Wavelet-based GAN Inversion for Preserving High-Frequency Image Details6.256.251.090.00
8, 6, 5, 6
8, 6, 5, 6
731Continuous-Discrete Convolution for (3+1)D Geometry-Sequence Modeling in Proteins6.256.000.00-0.25
5, 8, 6, 6
6, 6, 6, 6
732Uniform-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
733SmartFRZ: An Efficient Training Framework using Attention-Based Layer Freezing6.206.401.360.20
8, 5, 5, 5, 8
8, 5, 5, 6, 8
734A Mixture-of-Expert Approach to RL-based Dialogue Management6.206.201.830.00
8, 6, 3, 6, 8
8, 6, 3, 6, 8
735Can Neural Networks Learn Implicit Logic from Physical Reasoning?6.206.800.980.60
6, 6, 6, 5, 8
6, 6, 6, 8, 8
736Quantitative Universal Approximation Bounds for Deep Belief Networks6.206.201.830.00
8, 6, 3, 8, 6
8, 6, 3, 8, 6
737Compositional Law Parsing with Latent Random Functions6.206.200.980.00
8, 6, 5, 6, 6
8, 6, 5, 6, 6
738StyleMorph: Disentangling Shape, Pose and Appearance through 3D Morphable Image and Geometry Generation6.206.201.830.00
3, 8, 8, 6, 6
3, 8, 8, 6, 6
739Multi-Prompt Alignment for Multi-source Unsupervised Domain Adaptation6.206.201.470.00
5, 8, 5, 5, 8
5, 8, 5, 5, 8
740Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning6.206.200.980.00
5, 6, 8, 6, 6
5, 6, 8, 6, 6
741GRACE-C: Generalized Rate Agnostic Causal Estimation via Constraints6.206.400.800.20
5, 6, 8, 6, 6
6, 6, 8, 6, 6
742TaskPrompter: Spatial-Channel Multi-Task Prompting for Dense Scene Understanding6.206.201.830.00
6, 3, 8, 6, 8
6, 3, 8, 6, 8
743Learning ReLU networks to high uniform accuracy is intractable6.176.501.120.33
8, 6, 3, 6, 8, 6
8, 6, 5, 6, 8, 6
744Sharper 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
745FARE: Provably Fair Representation Learning6.006.002.450.00
3, 8, 8, 3, 8
3, 8, 8, 3, 8
746Encoding Recurrence into Transformers6.007.001.411.00
5, 8, 5
8, 8, 5
747Social Network Structure Shapes Innovation: Experience-sharing in RL with SAPIENS6.006.002.120.00
8, 5, 3, 8
8, 5, 3, 8
748CodeBPE: Investigating Subtokenization Options for Large Language Model Pretraining on Source Code6.006.002.120.00
8, 8, 3, 5
8, 8, 3, 5
749Cross-Layer Retrospective Retrieving via Layer Attention6.006.001.220.00
5, 5, 8, 6
5, 5, 8, 6
750RandProx: Primal-Dual Optimization Algorithms with Randomized Proximal Updates6.006.332.870.33
3, 10, 5
3, 10, 6
751Guarded Policy Optimization with Imperfect Online Demonstrations6.006.002.120.00
8, 3, 5, 8
8, 3, 5, 8
752Hierarchical Abstraction for Combinatorial Generalization in Object Rearrangement6.006.331.250.33
5, 5, 8
6, 5, 8
753Arbitrary 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
754Feature selection and low test error in shallow low-rotation ReLU networks6.006.001.220.00
5, 5, 8, 6
5, 5, 8, 6
755Coupled Multiwavelet Operator Learning for Coupled Differential Equations6.006.000.000.00
6, 6, 6
6, 6, 6
756Mechanistic Mode Connectivity6.005.800.40-0.20
6, 6, 6, 6
6, 6, 6, 6, 5
757ADELT: Unsupervised Transpilation Between Deep Learning Frameworks6.006.001.220.00
5, 6, 5, 8
5, 6, 5, 8
758Recursive Time Series Data Augmentation6.006.002.550.00
6, 3, 5, 10
6, 3, 5, 10
759Robust Multivariate Time-Series Forecasting: Adversarial Attacks and Defense Mechanisms6.006.251.090.25
6, 5, 5, 8
6, 6, 5, 8
760Ask Me Anything: A simple strategy for prompting language models6.006.500.870.50
6, 6, 6, 6
6, 6, 6, 8
761The 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
762Over-Training with Mixup May Hurt Generalization6.006.001.220.00
5, 5, 8, 6
5, 5, 8, 6
763Principal Trade-off Analysis6.006.252.050.25
8, 3, 5, 8
8, 3, 6, 8
764Federated Neural Bandits6.006.400.800.40
5, 8, 5, 6
6, 8, 6, 6, 6
765Contextual Subspace Approximation with Neural Householder Transforms6.006.001.410.00
8, 5, 5
8, 5, 5
766A second order regression model shows edge of stability behavior6.006.200.980.20
5, 8, 6, 6, 5
6, 8, 6, 6, 5
767Broken Neural Scaling Laws6.006.001.410.00
5, 8, 5
5, 8, 5
768LEARNING 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
770How Can GANs Learn Hierarchical Generative Models for Real-World Distributions6.006.000.000.00
6, 6, 6
6, 6, 6
771BiAdam: Fast Adaptive Bilevel Optimization Methods6.006.002.120.00
8, 8, 5, 3
8, 8, 5, 3
772Lovasz Theta Contrastive Learning6.006.002.550.00
5, 10, 6, 3
5, 10, 6, 3
773Information Plane Analysis for Dropout Neural Networks6.006.002.120.00
5, 8, 8, 3
5, 8, 8, 3
774Learning Harmonic Molecular Representations on Riemannian Manifold6.006.500.870.50
8, 6, 5, 5
8, 6, 6, 6
775Greedy Actor-Critic: A New Conditional Cross-Entropy Method for Policy Improvement6.006.331.250.33
5, 8, 5
6, 8, 5
776STay-On-the-Ridge (STON'R): Guaranteed Convergence to Local Minimax Equilibrium in Nonconvex-Nonconcave Games6.006.001.410.00
5, 8, 5
5, 8, 5
777Understanding Multi-Task Scaling in Machine Translation6.006.001.220.00
8, 6, 5, 5
8, 6, 5, 5
778A Simple Approach for Visual Room Rearrangement: 3D Mapping and Semantic Search6.006.670.940.67
6, 6, 6
6, 8, 6
779Neural Compositional Rule Learning for Knowledge Graph Reasoning6.006.002.120.00
3, 8, 5, 8
3, 8, 5, 8
780Efficient approximation of neural population structure and correlations with probabilistic circuits6.007.500.871.50
8, 6, 5, 5
8, 8, 6, 8
781AGRO: Adversarial discovery of error-prone Groups for Robust Optimization6.006.001.220.00
6, 5, 5, 8
6, 5, 5, 8
782On The Specialization of Neural Modules6.006.331.250.33
5, 5, 8
6, 5, 8
783Language models are multilingual chain-of-thought reasoners6.006.001.000.00
6, 8, 5, 6, 6, 5
6, 8, 5, 6, 6, 5
784Subsampling in Large Graphs Using Ricci Curvature6.006.501.500.50
5, 5, 6, 8
5, 5, 8, 8
785Score-based Continuous-time Discrete Diffusion Models6.006.002.550.00
5, 6, 10, 3
5, 6, 10, 3
786SurCo: Learning Linear Surrogates for Combinatorial Nonlinear Optimization Problems6.006.001.410.00
5, 8, 5
5, 8, 5
787Analogical Networks for Memory-Modulated 3D Parsing6.006.751.300.75
5, 8, 5, 6
5, 8, 8, 6
788DySR: Adaptive Super-Resolution via Algorithm and System Co-design6.006.001.220.00
5, 6, 5, 8
5, 6, 5, 8
789Synergies Between Disentanglement and Sparsity: a Multi-Task Learning Perspective6.006.000.000.00
6, 6, 6, 6
6, 6, 6, 6
790Causal Reasoning in the Presence of Latent Confounders via Neural ADMG Learning6.006.001.220.00
6, 5, 8, 5
6, 5, 8, 5
791Beyond Lipschitz: Sharp Generalization and Excess Risk Bounds for Full-Batch GD6.006.001.220.00
8, 6, 5, 5
8, 6, 5, 5
792Pushing the limits of self-supervised learning: Can we outperform supervised learning without labels?6.006.001.220.00
5, 6, 8, 5
5, 6, 8, 5
793DensePure: Understanding Diffusion Models towards Adversarial Robustness6.006.501.500.50
8, 6, 5, 5
8, 8, 5, 5
794Automatically Auditing Large Language Models via Discrete Optimization6.006.251.090.25
5, 5, 6, 8
6, 5, 6, 8
795How gradient estimator variance and bias impact learning in neural networks6.006.751.300.75
5, 5, 8, 6
8, 5, 8, 6
796Distributed Extra-gradient with Optimal Complexity and Communication Guarantees6.006.001.410.00
5, 8, 5
5, 8, 5
797FIT: A Metric for Model Sensitivity6.006.402.060.40
8, 8, 3, 5, 6
8, 8, 3, 5, 8
798Revisiting Robustness in Graph Machine Learning6.006.000.000.00
6, 6, 6
6, 6, 6
799Lossless Adaptation of Pretrained Vision Models For Robotic Manipulation6.006.251.090.25
6, 5, 8, 5
6, 6, 8, 5
800Logical Message Passing Networks with One-hop Inference on Atomic Formulas6.006.000.000.00
6, 6, 6
6, 6, 6
801Symmetries, Flat Minima and the Conserved Quantities of Gradient Flow6.006.251.090.25
5, 8, 6, 5
6, 8, 6, 5
802Synaptic Dynamics Realize First-order Adaptive Learning and Weight Symmetry6.005.330.47-0.67
5, 8, 5
5, 5, 6
803Order Matters: Agent-by-agent Policy Optimization6.006.601.200.60
5, 6, 5, 6, 8
8, 6, 5, 6, 8
804On 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
805Large language models are not zero-shot communicators6.006.501.500.50
5, 8, 5, 6
5, 8, 5, 8
806ImageNet-X: Understanding Model Mistakes with Factor of Variation Annotations6.006.001.410.00
5, 8, 5
5, 8, 5
807Improved Learning-augmented Algorithms for k-means and k-medians Clustering6.006.000.000.00
6, 6, 6
6, 6, 6
808DIFFUSION GENERATIVE MODELS ON SO(3)6.006.001.410.00
8, 5, 5
8, 5, 5
809Learning About Progress From Experts6.006.670.940.67
6, 6, 6
6, 6, 8
810Distributed Graph Neural Network Training with Periodic Stale Representation Synchronization6.006.001.220.00
6, 5, 8, 5
6, 5, 8, 5
811Obtaining More Generalizable Fair Classifiers on Imbalanced Datasets6.006.000.000.00
6, 6, 6
6, 6, 6
812Understanding The Robustness of Self-supervised Learning Through Topic Modeling6.006.000.000.00
6, 6, 6
6, 6, 6
813Adversarial Cheap Talk6.006.251.090.25
8, 5, 5, 6
8, 5, 6, 6
814Achieve Near-Optimal Individual Regret & Low Communications in Multi-Agent Bandits6.006.670.940.67
6, 6, 6
6, 6, 8
815Online Boundary-Free Continual Learning by Scheduled Data Prior6.006.601.200.60
5, 6, 8, 5, 6
5, 6, 8, 6, 8
816Revisiting adapters with adversarial training6.006.500.870.50
8, 6, 5, 5
8, 6, 6, 6
817A Self-Attention Ansatz for Ab-initio Quantum Chemistry6.006.251.090.25
8, 6, 5, 5
8, 6, 5, 6
818Multi-Behavior Dynamic Contrastive Learning for Recommendation6.006.502.060.50
8, 5, 5, 6
10, 5, 5, 6
819HyperDeepONet: learning operator with complex target function space using the limited resources via hypernetwork6.007.330.941.33
6, 6, 6
6, 8, 8
820Towards the Detection of Diffusion Model Deepfakes6.006.001.100.00
6, 5, 8, 5, 6
6, 5, 8, 5, 6
821Identifiability Results for Multimodal Contrastive Learning6.005.801.17-0.20
8, 6, 5, 5
8, 6, 5, 5, 5
822Causal Attention to Exploit Transient Emergence of Causal Effect6.006.001.410.00
8, 5, 5
8, 5, 5
823Correlative Information Maximization Based Biologically Plausible Neural Networks for Correlated Source Separation6.006.331.250.33
5, 8, 5
5, 8, 6
824Copy is All You Need6.006.001.220.00
6, 5, 5, 8
6, 5, 5, 8
825Why adversarial training can hurt robust accuracy6.006.751.300.75
8, 3, 5, 8
8, 6, 5, 8
826Compositional Prompt Tuning with Motion Cues for Open-vocabulary Video Relation Detection6.006.000.000.00
6, 6, 6, 6
6, 6, 6, 6
827TANGOS: Regularizing Tabular Neural Networks through Gradient Orthogonalization and Specialization6.006.001.410.00
5, 8, 5
5, 8, 5
828Improving the imputation of missing data with Markov Blanket discovery6.007.251.301.25
5, 8, 6, 5
5, 8, 8, 8
829Understanding Neural Coding on Latent Manifolds by Sharing Features and Dividing Ensembles6.006.000.000.00
6, 6, 6
6, 6, 6
830Defending against Adversarial Audio via Diffusion Model6.006.001.220.00
6, 5, 8, 5
6, 5, 8, 5
831Theoretical Characterization of the Generalization Performance of Overfitted Meta-Learning6.006.251.090.25
5, 8, 5, 6
6, 8, 5, 6
832Towards graph-level anomaly detection via deep evolutionary mapping6.006.001.410.00
5, 8, 5
5, 8, 5
833Global Explainability of GNNs via Logic Combination of Learned Concepts6.006.001.410.00
5, 8, 5
5, 8, 5
834Instance-Specific Augmentation: Capturing Local Invariances6.005.750.43-0.25
6, 6, 6
6, 6, 6, 5
835$Lambda$-DARTS: Mitigating Performance Collapse by Harmonizing Operation Selection among Cells6.006.000.000.00
6, 6, 6, 6
6, 6, 6, 6
836Better Teacher Better Student: Dynamic Prior Knowledge for Knowledge Distillation6.006.001.410.00
8, 5, 5
8, 5, 5
837Inequality phenomenon in $l_{infty}$-adversarial training, and its unrealized threats6.007.251.301.25
3, 8, 5, 8
8, 8, 5, 8
838Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow6.006.670.940.67
6, 6, 6
6, 8, 6
839Complexity-Based Prompting for Multi-step Reasoning6.006.002.120.00
8, 5, 3, 8
8, 5, 3, 8
840Not All Tasks Are Born Equal: Understanding Zero-Shot Generalization6.006.251.090.25
6, 5, 5, 8
6, 6, 5, 8
841What Do Self-Supervised Vision Transformers Learn?6.006.002.120.00
5, 3, 8, 8
5, 3, 8, 8
842Sampled Transformer for Point Sets6.006.001.220.00
5, 5, 8, 6
5, 5, 8, 6
843Squeeze Training for Adversarial Robustness6.006.500.870.50
6, 6, 6, 6
6, 6, 8, 6
844Provably efficient multi-task Reinforcement Learning in large state spaces6.006.001.410.00
5, 5, 8
5, 5, 8
845Learning Multi-Object Positional Relationships via Emergent Communication6.006.002.120.00
8, 5, 3, 8
8, 5, 3, 8
846The Dark Side of Invariance: Revisiting the Role of Augmentations in Contrastive Learning6.006.001.220.00
5, 5, 6, 8
5, 5, 6, 8
847Long-Tailed Partial Label Learning via Dynamic Rebalancing6.006.001.220.00
6, 8, 5, 5
6, 8, 5, 5
848How hard are computer vision datasets? Calibrating dataset difficulty to viewing time6.006.001.220.00
5, 8, 5, 6
5, 8, 5, 6
849Do We Always Need to Penalize Variance of Losses for Learning with Label Noise?6.006.001.410.00
8, 5, 5
8, 5, 5
850Causal Estimation for Text Data with (Apparent) Overlap Violations6.006.000.000.00
6, 6, 6, 6
6, 6, 6, 6
851Adversarial Diversity in Hanabi6.006.670.940.67
6, 6, 6
6, 8, 6
852CLIPSep: Learning Text-queried Sound Separation with Noisy Unlabeled Videos6.006.400.800.40
6, 6, 6, 6, 6
8, 6, 6, 6, 6
853CAREER: Transfer Learning for Economic Prediction of Labor Data6.006.001.410.00
5, 5, 8
5, 5, 8
854Federated Nearest Neighbor Machine Translation6.006.000.000.00
6, 6, 6, 6
6, 6, 6, 6
855ROCO: A General Framework for Evaluating Robustness of Combinatorial Optimization Solvers on Graphs6.006.001.220.00
5, 5, 6, 8
5, 5, 6, 8
856PiFold: Toward effective and efficient protein inverse folding6.006.670.940.67
8, 5, 5
8, 6, 6
857Distributional Signals for Node Classification in Graph Neural Networks6.005.330.47-0.67
5, 8, 5
5, 6, 5
858Planning Goals for Exploration6.007.600.801.60
3, 5, 6, 8, 8
6, 8, 8, 8, 8
859Scalable and Equivariant Spherical CNNs by Discrete-Continuous (DISCO) Convolutions6.006.501.500.50
6, 8, 5, 5
8, 8, 5, 5
860Learning Efficient Hybrid Particle-continuum Representations of Non-equilibrium N-body Systems6.006.001.410.00
5, 8, 5
5, 8, 5
861Neural 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
862Minimum Description Length Control6.006.251.090.25
5, 8, 5, 6
6, 8, 5, 6
863Tuning Frequency Bias in Neural Network Training with Nonuniform Data6.006.251.090.25
6, 5, 8, 5
6, 5, 8, 6
864Is Adversarial Training Really a Silver Bullet for Mitigating Data Poisoning?6.006.002.550.00
3, 6, 10, 5
3, 6, 10, 5
865Does Decentralized Learning with Non-IID Unlabeled Data Benefit from Self Supervision?6.006.251.090.25
8, 5, 5, 6
8, 5, 6, 6
866MEDFAIR: BENCHMARKING FAIRNESS FOR MEDICAL IMAGEING6.006.751.300.75
3, 5, 8, 8
6, 5, 8, 8
867Exploring and Exploiting Decision Boundary Dynamics for Adversarial Robustness6.007.001.791.00
5, 5, 8, 6, 6
6, 5, 10, 8, 6
868SMART: Sentences as Basic Units for Text Evaluation6.006.251.090.25
5, 8, 5, 6
6, 8, 5, 6
869Neural Design for Genetic Perturbation Experiments6.007.001.001.00
6, 8, 5, 5
6, 8, 6, 8
870Quantifying Memorization Across Neural Language Models6.006.251.090.25
5, 5, 8, 6
6, 5, 8, 6
871Diffusion Adversarial Representation Learning for Self-supervised Vessel Segmentation6.006.000.000.00
6, 6, 6, 6
6, 6, 6, 6
872A 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
873The Dark Side of AutoML: Towards Architectural Backdoor Search6.006.001.220.00
8, 5, 5, 6
8, 5, 5, 6
874On the Data-Efficiency with Contrastive Image Transformation in Reinforcement Learning6.006.001.220.00
6, 5, 5, 8
6, 5, 5, 8
875Energy-based Out-of-Distribution Detection for Graph Neural Networks6.006.751.300.75
5, 5, 8, 6
8, 5, 8, 6
876Compositional Semantic Parsing with Large Language Models6.006.751.300.75
5, 5, 6, 8
8, 5, 6, 8
877MEDICAL IMAGE UNDERSTANDING WITH PRETRAINED VISION LANGUAGE MODELS: A COMPREHENSIVE STUDY6.007.001.001.00
5, 6, 8, 5
6, 8, 8, 6
878Adversarial Attack Detection Through Network Transport Dynamics6.006.001.410.00
8, 5, 5
8, 5, 5
879Knowledge-Driven Active Learning6.006.001.100.00
5, 5, 6, 6, 8
5, 5, 6, 6, 8
880CLIP-ViP: Adapting Pre-trained Image-Text Model to Video-Language Alignment6.006.001.100.00
5, 5, 6, 8, 6
5, 5, 6, 8, 6
881Transferring Pretrained Diffusion Probabilistic Models6.006.001.220.00
5, 5, 6, 8
5, 5, 6, 8
882Test-Time Adaptation via Self-Training with Nearest Neighbor Information6.006.251.090.25
5, 8, 5, 6
6, 8, 5, 6
883Dynamic Update-to-Data Ratio: Minimizing World Model Overfitting6.007.330.941.33
5, 8, 5
6, 8, 8
884Massively Scaling Heteroscedastic Classifiers6.006.670.940.67
5, 8, 3, 6, 8, 6
6, 8, 6, 6, 8, 6
885Blurring Diffusion Models6.006.001.220.00
5, 5, 6, 8
5, 5, 6, 8
886Hyperbolic Self-paced Learning for Self-supervised Skeleton-based Action Representations6.006.251.090.25
6, 5, 5, 8
6, 5, 6, 8
887On Uni-modal Feature Learning in Multi-modal Learning6.006.001.220.00
5, 6, 8, 5
5, 6, 8, 5
888VA-DepthNet: A Variational Approach to Single Image Depth Prediction6.006.501.500.50
5, 5, 8, 6
5, 5, 8, 8
889E-Forcing: Improving Autoregressive Models by Treating it as an Energy-Based One6.006.001.410.00
5, 8, 5
5, 8, 5
890TRANSFORMER-PATCHER: ONE MISTAKE WORTH ONE NEURON6.006.001.220.00
5, 6, 5, 8
5, 6, 5, 8
891On the Edge of Benign Overfitting: Label Noise and Overparameterization Level6.006.000.000.00
6, 6, 6
6, 6, 6
892Measure the Predictive Heterogeneity6.006.500.870.50
5, 6, 8, 5
6, 6, 8, 6
893In-sample Actor Critic for Offline Reinforcement Learning6.006.001.220.00
8, 5, 6, 5
8, 5, 6, 5
894Joint Gaussian Mixture Model for Versatile Deep Visual Model Explanation6.006.002.120.00
8, 8, 3, 5
8, 8, 3, 5
895Localized Graph Contrastive Learning6.006.001.220.00
5, 8, 6, 5
5, 8, 6, 5
896CircuitNet: A Generic Neural Network to Realize Universal Circuit Motif Modeling6.006.000.000.00
6, 6, 6
6, 6, 6
897Harnessing Mixed Offline Reinforcement Learning Datasets via Trajectory Weighting6.006.500.870.50
6, 5, 5, 8
6, 6, 6, 8
898Ensuring DNN Solution Feasibility for Optimization Problems with Linear Constraints6.006.001.220.00
5, 8, 6, 5
5, 8, 6, 5
899AutoFHE: Automated Adaption of CNNs for Efficient Evaluation over FHE6.006.001.410.00
5, 8, 5
5, 8, 5
900From Play to Policy: Conditional Behavior Generation from Uncurated Robot Data6.006.252.050.25
5, 3, 8, 8
6, 3, 8, 8
901FINE: Future-Aware Inference for Streaming Speech Translation6.006.001.100.00
6, 8, 5, 5, 6
6, 8, 5, 5, 6
902Stable Target Field for Reduced Variance Score Estimation6.006.331.250.33
5, 8, 5
5, 8, 6
903Dynamic Embeddings of Temporal High-Order Interactions via Neural Diffusion-Reaction Processes6.006.001.220.00
5, 5, 8, 6
5, 5, 8, 6
904DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking6.006.502.690.50
3, 8, 10, 3
3, 8, 10, 5
905Certified Defences Against Adversarial Patch Attacks on Semantic Segmentation6.006.500.870.50
8, 5, 5, 6
8, 6, 6, 6
906How 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
907Simplifying 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
908DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases6.006.001.220.00
8, 5, 6, 5
8, 5, 6, 5
909NANSY++: Unified Voice Synthesis with Neural Analysis and Synthesis6.006.001.220.00
5, 5, 8, 6
5, 5, 8, 6
910Iterative Patch Selection for High-Resolution Image Recognition6.006.002.120.00
8, 8, 5, 3
8, 8, 5, 3
9113D Segmenter: 3D Transformer based Semantic Segmentation via 2D Panoramic Distillation6.006.251.090.25
5, 6, 5, 8
5, 6, 6, 8
912GOOD: Exploring geometric cues for detecting objects in an open world6.006.001.220.00
6, 8, 5, 5
6, 8, 5, 5
913TabCaps: A Capsule Neural Network for Tabular Data Classification with BoW Routing6.006.001.410.00
5, 5, 8
5, 5, 8
914Koopman neural operator for learning non-linear partial differential equations6.006.001.410.00
5, 5, 8
5, 5, 8
915CAB: Comprehensive Attention Benchmarking on Long Sequence Modeling6.006.251.090.25
5, 5, 6, 8
6, 5, 6, 8
916Toeplitz Neural Network for Sequence Modeling6.006.002.120.00
3, 8, 5, 8
3, 8, 5, 8
917Deep Learning on Implicit Neural Representations of Shapes6.006.251.090.25
8, 5, 6, 5
8, 6, 6, 5
918Learning Counterfactually Invariant Predictors6.006.001.220.00
8, 5, 6, 5
8, 5, 6, 5
919ImaginaryNet: Learning Object Detectors without Real Images and Annotations6.006.001.220.00
5, 8, 6, 5
5, 8, 6, 5
920Learning Zero-Shot Cooperation with Humans, Assuming Humans Are Biased6.006.000.000.00
6, 6, 6, 6
6, 6, 6, 6
921From $t$-SNE to UMAP with contrastive learning6.006.001.900.00
8, 5, 8, 3, 6
8, 5, 8, 3, 6
922Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning6.006.670.940.67
8, 5, 6, 6, 5, 6
8, 6, 6, 8, 6, 6
923Generalize Learned Heuristics to Solve Large-scale Vehicle Routing Problems in Real-time6.006.001.220.00
6, 5, 8, 5
6, 5, 8, 5
924Towards the Generalization of Contrastive Self-Supervised Learning6.006.601.740.60
5, 3, 6, 10, 6
5, 6, 6, 10, 6
925Do We Need Neural Collapse? Learning Diverse Features for Fine-grained and Long-tail Classification6.006.001.410.00
5, 8, 5
5, 8, 5
926DepthFL : Depthwise Federated Learning for Heterogeneous Clients6.006.001.220.00
5, 6, 5, 8
5, 6, 5, 8
927BEiT v2: Masked Image Modeling with Vector-Quantized Visual Tokenizers6.006.001.220.00
6, 5, 8, 5
6, 5, 8, 5
928CooPredict : Cooperative Differential Games For Time Series Prediction6.006.001.410.00
5, 8, 5
5, 8, 5
929Molecule Generation For Target Protein Binding with Structural Motifs6.006.501.500.50
6, 5, 5, 8
8, 5, 5, 8
930Towards Robustness Certification Against Universal Perturbations6.006.501.500.50
8, 8, 5, 3
8, 8, 5, 5
931Multimodal Federated Learning via Contrastive Representation Ensemble6.006.001.220.00
5, 8, 5, 6
5, 8, 5, 6
932Adversarial perturbation based latent reconstruction for domain-agnostic self-supervised learning6.006.001.220.00
5, 6, 8, 5
5, 6, 8, 5
933Protein Representation Learning by Geometric Structure Pretraining6.006.751.300.75
5, 8, 5, 6
8, 8, 5, 6
934Discrete Contrastive Diffusion for Cross-Modal Music and Image Generation6.006.251.090.25
6, 8, 5, 5
6, 8, 6, 5
935Cheap Talk Discovery and Utilization in Multi-Agent Reinforcement Learning6.006.001.220.00
8, 6, 5, 5
8, 6, 5, 5
936Reversible Column Networks6.006.000.000.00
6, 6, 6
6, 6, 6
937What Is Missing in IRM Training and Evaluation? Challenges and Solutions6.006.670.940.67
6, 6, 6
6, 8, 6
938Multi-task Self-supervised Graph Neural Networks Enable Stronger Task Generalization6.006.000.000.00
6, 6, 6
6, 6, 6
939Hierarchies of Reward Machines6.006.001.410.00
8, 5, 5
8, 5, 5
940LatentAugment: Dynamically Optimized Latent Probabilities of Data Augmentation6.006.001.220.00
5, 8, 5, 6
5, 8, 5, 6
941Policy Contrastive Imitation Learning6.006.001.410.00
5, 5, 8
5, 5, 8
942Pessimism 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
943Dataless Knowledge Fusion by Merging Weights of Language Models6.006.501.500.50
5, 6, 8, 5
5, 8, 8, 5
944GReTo: Remedying dynamic graph topology-task discordance via target homophily6.006.800.980.80
6, 6, 8, 5, 5
6, 8, 8, 6, 6
945Pareto-Optimal Diagnostic Policy Learning in Clinical Applications via Semi-Model-Based Deep Reinforcement Learning6.006.000.000.00
6, 6, 6
6, 6, 6
946Particle-based Variational Inference with Preconditioned Functional Gradient Flow6.006.670.940.67
6, 6, 6
6, 6, 8
947Selective Annotation Makes Language Models Better Few-Shot Learners6.006.001.220.00
5, 5, 6, 8
5, 5, 6, 8
948Adaptive Client Sampling in Federated Learning via Online Learning with Bandit Feedback6.006.001.220.00
5, 5, 6, 8
5, 5, 6, 8
949SeaFormer: Squeeze-enhanced Axial Transformer for Mobile Semantic Segmentation6.006.002.120.00
8, 3, 8, 5
8, 3, 8, 5
950Learning Symbolic Models for Graph-structured Physical Mechanism6.006.001.410.00
5, 5, 8
5, 5, 8
951AdaDQH Optimizer: Evolving from Stochastic to Adaptive by Auto Switch of Precondition Matrix6.006.001.410.00
8, 5, 5
8, 5, 5
952Dataset Pruning: Reducing Training Data by Examining Generalization Influence6.006.401.360.40
5, 8, 6, 5
5, 8, 6, 5, 8
953Expected Gradients of Maxout Networks and Consequences to Parameter Initialization6.006.200.980.20
8, 6, 5, 5, 6
8, 6, 6, 5, 6
954Online Continual Learning for Progressive Distribution Shift (OCL-PDS): A Practitioner's Perspective6.006.002.550.00
5, 3, 10, 6
5, 3, 10, 6
955Understanding Why Generalized Reweighting Does Not Improve Over ERM6.006.001.220.00
6, 5, 5, 8
6, 5, 5, 8
956Composing Ensembles of Pre-trained Models via Iterative Consensus6.006.001.220.00
6, 8, 5, 5
6, 8, 5, 5
957Learning Label Encodings for Deep Regression6.007.500.871.50
6, 6, 6, 6
6, 8, 8, 8
958Riemannian Metric Learning via Optimal Transport6.006.001.220.00
5, 6, 5, 8
5, 6, 5, 8
959Deep Variational Implicit Processes6.006.251.090.25
5, 6, 5, 8
5, 6, 6, 8
960Estimating individual treatment effects under unobserved confounding using binary instruments6.006.000.000.00
6, 6, 6, 6
6, 6, 6, 6
961Denoising Diffusion Error Correction Codes6.006.670.940.67
6, 6, 6
6, 6, 8
962Exploring Active 3D Object Detection from a Generalization Perspective6.007.001.001.00
6, 6, 6, 6
8, 8, 6, 6
963Learning Object-Language Alignments for Open-Vocabulary Object Detection6.006.001.220.00
5, 8, 6, 5
5, 8, 6, 5
964Inferring Fluid Dynamics via Inverse Rendering6.006.001.410.00
8, 5, 5
8, 5, 5
965Exploring Low-Rank Property in Multiple Instance Learning for Whole Slide Image Classification6.006.001.220.00
8, 6, 5, 5
8, 6, 5, 5
966Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs6.006.251.090.25
5, 5, 6, 8
5, 6, 6, 8
967IDP: Iterative Differentiable Pruning based on Attention for Deep Neural Networks6.006.001.220.00
8, 5, 6, 5
8, 5, 6, 5
968OTOv2: Automatic, Generic, User-Friendly6.006.001.410.00
5, 5, 8
5, 5, 8
969Sparse Q-Learning: Offline Reinforcement Learning with Implicit Value Regularization6.007.001.411.00
5, 5, 8
8, 5, 8
970Admeta: 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
971Statistical Inference for Fisher Market Equilibrium6.007.330.941.33
6, 6, 6
8, 6, 8
972Scenario-based Question Answering with Interacting Contextual Properties6.006.000.000.00
6, 6, 6
6, 6, 6
973Visual Recognition with Deep Nearest Centroids6.006.001.220.00
5, 6, 8, 5
5, 6, 8, 5
974Continuous PDE Dynamics Forecasting with Implicit Neural Representations6.006.500.870.50
6, 6, 6, 6
8, 6, 6, 6
975Towards Inferential Reproducibility of Machine Learning Research6.006.001.410.00
8, 5, 5
8, 5, 5
976Graph Contrastive Learning for Skeleton-based Action Recognition6.006.252.050.25
5, 8, 3, 8
6, 8, 3, 8
977Explicit Box Detection Unifies End-to-End Multi-Person Pose Estimation6.006.601.200.60
8, 6, 5, 6, 5
8, 6, 6, 8, 5
978Spikformer: When Spiking Neural Network Meets Transformer6.006.752.590.75
5, 10, 3, 6
8, 10, 3, 6
979Multimodal Analogical Reasoning over Knowledge Graphs6.006.001.410.00
5, 5, 8
5, 5, 8
980What shapes the loss landscape of self supervised learning?6.006.000.000.00
6, 6, 6
6, 6, 6
981Conditional Positional Encodings for Vision Transformers6.006.001.220.00
6, 8, 5, 5
6, 8, 5, 5
982Label Distribution Learning via Implicit Distribution Representation6.005.801.17-0.20
8, 5, 6, 5
8, 5, 6, 5, 5
983Learning to Compose Soft Prompts for Compositional Zero-Shot Learning6.006.751.300.75
8, 6, 5, 5
8, 6, 8, 5
984SQA3D: Situated Question Answering in 3D Scenes6.006.000.000.00
6, 6, 6, 6
6, 6, 6, 6
985The Benefits of Model-Based Generalization in Reinforcement Learning6.006.001.220.00
5, 5, 6, 8
5, 5, 6, 8
986Extracting Robust Models with Uncertain Examples6.006.001.220.00
5, 5, 6, 8
5, 5, 6, 8
987Sample Complexity of Nonparametric Off-Policy Evaluation on Low-Dimensional Manifolds using Deep Networks6.006.001.220.00
6, 5, 8, 5
6, 5, 8, 5
988DifFace: Blind Face Restoration with Diffused Error Contraction6.006.001.220.00
6, 5, 8, 5
6, 5, 8, 5
989ChiroDiff: Modelling chirographic data with Diffusion Models6.006.000.000.00
6, 6, 6
6, 6, 6
990Real-Time Image Demoir$acute{e}$ing on Mobile Devices6.006.751.300.75
3, 8, 5, 8
5, 8, 6, 8
991Steering Prototypes with Prompt Tuning for Rehearsal-free Continual Learning6.006.000.000.00
6, 6, 6, 6
6, 6, 6, 6
992Decompose to Generalize: Species-Generalized Animal Pose Estimation6.006.001.220.00
5, 5, 8, 6
5, 5, 8, 6
993Learning Implicit Scale Conditioned Memory Compensation for Talking Head Generation6.006.000.000.00
6, 6, 6
6, 6, 6
994Logical Entity Representation in Knowledge-Graphs for Differentiable Rule Learning6.006.001.220.00
8, 5, 6, 5
8, 5, 6, 5
995Suppressing the Heterogeneity: A Strong Feature Extractor for Few-shot Segmentation6.006.001.220.00
6, 5, 5, 8
6, 5, 5, 8
996Sparse and Hierarchical Masked Modeling for Convolutional Representation Learning6.006.331.250.33
5, 8, 5
6, 8, 5
997On amortizing convex conjugates for optimal transport6.006.000.000.00
6, 6, 6, 6
6, 6, 6, 6
998ELODI: Ensemble Logit Difference Inhibition for Positive-Congruent Training6.006.001.220.00
8, 6, 5, 5
8, 6, 5, 5
999Generalization Bounds for Federated Learning: Fast Rates, Unparticipating Clients and Unbounded Losses5.835.860.990.02
5, 6, 5, 6, 8, 5
5, 6, 6, 6, 8, 5, 5
1000Corrupted Image Modeling for Self-Supervised Visual Pre-Training5.836.331.250.50
6, 5, 8, 6, 5, 5
6, 5, 8, 8, 5, 6
1001Neural Probabilistic Logic Programming in Discrete-Continuous Domains5.805.801.170.00
5, 5, 5, 8, 6
5, 5, 5, 8, 6
1002Substructure-Atom Cross Attention for Molecular Representation Learning5.805.801.170.00
5, 5, 8, 5, 6
5, 5, 8, 5, 6
1003Language Models Can (kind of) Reason: A Systematic Formal Analysis of Chain-of-Thought5.806.001.100.20
8, 5, 5, 5, 6
8, 6, 5, 5, 6
1004Evaluation of Active Feature Acquisition Methods under Missing Data5.805.801.600.00
6, 8, 6, 6, 3
6, 8, 6, 6, 3
1005Learning to Induce Causal Structure5.806.401.360.60
6, 5, 5, 5, 8
8, 6, 5, 5, 8
1006Energy Transformer5.805.801.170.00
5, 5, 8, 6, 5
5, 5, 8, 6, 5
1007CUDA: Curriculum of Data Augmentation for Long-tailed Recognition5.806.400.800.60
6, 5, 8, 5, 5
6, 6, 8, 6, 6
1008Transport with Support: Data-Conditional Diffusion Bridges5.756.000.000.25
6, 6, 5, 6
6, 6, 6, 6
1009FairGBM: Gradient Boosting with Fairness Constraints5.756.251.090.50
3, 6, 8, 6
5, 6, 8, 6
1010Robust Training through Adversarially Selected Data Subsets5.755.750.430.00
6, 5, 6, 6
6, 5, 6, 6
1011Face reconstruction from facial templates by learning latent space of a generator network5.756.000.000.25
5, 6, 6, 6
6, 6, 6, 6
1012Neuroevolution is a Competitive Alternative to Reinforcement Learning for Skill Discovery5.756.751.301.00
3, 6, 8, 6
5, 6, 8, 8
1013Gray-Box Gaussian Processes for Automated Reinforcement Learning5.756.001.220.25
5, 5, 5, 8
6, 5, 5, 8
1014One-Step Estimator for Permuted Sparse Recovery5.755.750.430.00
6, 6, 6, 5
6, 6, 6, 5
1015Leveraging Large Language Models for Multiple Choice Question Answering5.755.751.300.00
8, 5, 5, 5
8, 5, 5, 5
1016Transfer NAS with Meta-learned Bayesian Surrogates5.757.001.001.25
6, 6, 5, 6
8, 6, 6, 8
1017Mitigating the Limitations of Multimodal VAEs with Coordination-Based Approach5.755.751.300.00
5, 5, 5, 8
5, 5, 5, 8
1018Sharp Convergence Analysis of Gradient Descent for Deep Linear Neural Networks5.755.751.300.00
5, 5, 8, 5
5, 5, 8, 5
1019Safe Reinforcement Learning From Pixels Using a Stochastic Latent Representation5.755.750.430.00
6, 6, 6, 5
6, 6, 6, 5
1020Sparse Distributed Memory is a Continual Learner5.756.501.500.75
5, 8, 5, 5
5, 8, 5, 8
1021Hyper-parameter Tuning for Fair Classification without Sensitive Attribute Access5.755.751.300.00
8, 5, 5, 5
8, 5, 5, 5
1022Rethinking Symbolic Regression: Morphology and Adaptability in the Context of Evolutionary Algorithms5.755.751.790.00
8, 6, 6, 3
8, 6, 6, 3
1023Imitating Graph-Based Planning with Goal-Conditioned Policies5.756.500.870.75
6, 3, 8, 6
6, 6, 8, 6
1024Computational Language Acquisition with Theory of Mind5.755.751.790.00
8, 6, 3, 6
8, 6, 3, 6
1025Pareto Invariant Risk Minimization5.756.001.220.25
8, 5, 5, 5
8, 6, 5, 5
1026Can 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
1027STUNT: Few-shot Tabular Learning with Self-generated Tasks from Unlabeled Tables5.755.750.430.00
6, 5, 6, 6
6, 5, 6, 6
1028Compressed Predictive Information Coding5.755.751.790.00
6, 6, 3, 8
6, 6, 3, 8
1029WebBrain: Learning to Generate Factually Correct Articles for Queries by Grounding on Large Web Corpus5.755.751.790.00
3, 6, 8, 6
3, 6, 8, 6
1030Reinforcement Learning-Based Estimation for Partial Differential Equations5.755.750.430.00
6, 5, 6, 6
6, 5, 6, 6
1031Heterogeneous-Agent Mirror Learning5.755.751.790.00
8, 3, 6, 6
8, 3, 6, 6
1032TextShield: Beyond Successfully Detecting Adversarial Sentences in NLP5.755.751.300.00
5, 5, 8, 5
5, 5, 8, 5
1033Minimalistic Unsupervised Learning with the Sparse Manifold Transform5.757.001.001.25
6, 6, 5, 6
8, 8, 6, 6
1034Quantile 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
1035HiCLIP: Contrastive Language-Image Pretraining with Hierarchy-aware Attention5.757.001.001.25
6, 5, 6, 6
6, 6, 8, 8
1036Return Augmentation gives Supervised RL Temporal Compositionality5.755.500.50-0.25
6, 6, 5, 6
6, 5, 5, 6
1037Characterizing intrinsic compositionality in transformers with Tree Projections5.755.751.790.00
6, 3, 6, 8
6, 3, 6, 8
1038Open-Set 3D Detection via Image-level Class and Debiased Cross-modal Contrastive Learning5.755.750.430.00
6, 6, 6, 5
6, 6, 6, 5
1039Interaction-Based Disentanglement of Entities for Object-Centric World Models5.755.750.430.00
6, 6, 5, 6
6, 6, 5, 6
1040PromptBoosting: Black-Box Text Classification with Ten Forward Passes5.755.750.430.00
6, 6, 6, 5
6, 6, 6, 5
1041Adaptive Optimization in the $infty$-Width Limit5.756.501.500.75
5, 5, 5, 8
5, 8, 5, 8
1042A Control-Centric Benchmark for Video Prediction5.756.500.870.75
6, 3, 8, 6
6, 6, 8, 6
1043Data-Efficient Finetuning Using Cross-Task Nearest Neighbors5.755.751.790.00
6, 3, 8, 6
6, 3, 8, 6
1044Unveiling Transformers with LEGO: A Synthetic Reasoning Task5.755.751.790.00
8, 3, 6, 6
8, 3, 6, 6
1045Efficiently Controlling Multiple Risks with Pareto Testing5.755.751.790.00
6, 8, 6, 3
6, 8, 6, 3
1046Learning Structured Representations by Embedding Class Hierarchy5.756.001.220.25
8, 5, 5, 5
8, 6, 5, 5
1047FunkNN: Neural Interpolation for Functional Generation5.757.001.001.25
5, 6, 6, 6
8, 8, 6, 6
1048Approximating 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
1049Towards Understanding GD with Hard and Conjugate Pseudo-labels for Test-Time Adaptation5.755.751.790.00
6, 6, 8, 3
6, 6, 8, 3
1050A Statistical Framework for Personalized Federated Learning and Estimation: Theory, Algorithms, and Privacy5.755.750.430.00
5, 6, 6, 6
5, 6, 6, 6
1051Learning Low Dimensional State Spaces with Overparameterized Recurrent Neural Networks5.755.750.430.00
6, 6, 5, 6
6, 6, 5, 6
1052DT+GNN: A Fully Explainable Graph Neural Network using Decision Trees5.756.000.000.25
6, 6, 6, 5
6, 6, 6, 6
1053Spatio-temporal point processes with deep non-stationary kernels5.756.251.090.50
5, 6, 6, 6
5, 6, 8, 6
1054DAG Learning via Sparse Relaxations5.755.750.430.00
6, 5, 6, 6
6, 5, 6, 6
1055Autoregressive Diffusion Model for Graph Generation5.755.750.430.00
6, 5, 6, 6
6, 5, 6, 6
1056Last Layer Re-Training is Sufficient for Robustness to Spurious Correlations5.756.500.870.75
6, 6, 6, 5
6, 6, 6, 8
1057Don’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
1058Towards Interpretable Deep Reinforcement Learning with Human-Friendly Prototypes5.757.001.001.25
5, 6, 6, 6
6, 8, 6, 8
1059Compositional Task Generalization with Discovered Successor Feature Modules5.755.751.790.00
6, 6, 8, 3
6, 6, 8, 3
1060Phenaki: Variable Length Video Generation from Open Domain Textual Descriptions5.756.500.870.75
3, 6, 8, 6
6, 6, 8, 6
1061On the (Non-)Robustness of Two-Layer Neural Networks in Different Learning Regimes5.755.751.790.00
6, 3, 8, 6
6, 3, 8, 6
1062CrAM: A Compression-Aware Minimizer5.755.751.790.00
8, 6, 3, 6
8, 6, 3, 6
1063Summarization Programs: Interpretable Abstractive Summarization with Neural Modular Trees5.755.751.790.00
6, 3, 8, 6
6, 3, 8, 6
1064Hebbian Deep Learning Without Feedback5.756.500.870.75
5, 6, 6, 6
6, 6, 8, 6
1065Learning to Abstain from Uninformative Data5.755.751.300.00
8, 5, 5, 5
8, 5, 5, 5
1066Know Your Boundaries: The Advantage of Explicit Behavior Cloning in Offline RL5.755.751.790.00
3, 6, 8, 6
3, 6, 8, 6
1067Meta Learning to Bridge Vision and Language Models for Multimodal Few-Shot Learning5.755.751.790.00
3, 6, 8, 6
3, 6, 8, 6
1068Maximum Entropy Information Bottleneck for Confidence-aware Stochastic Embedding5.755.751.300.00
5, 8, 5, 5
5, 8, 5, 5
1069Certifiably Robust Transformers with 1-Lipschitz Self-Attention5.755.750.430.00
5, 6, 6, 6
5, 6, 6, 6
1070$k$NN Prompting: Learning Beyond the Context with Nearest Neighbor Inference5.756.251.090.50
6, 6, 8, 3
6, 6, 8, 5
1071Uncovering 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
1072This Looks Like It Rather Than That: ProtoKNN For Similarity-Based Classifiers5.755.750.430.00
6, 5, 6, 6
6, 5, 6, 6
1073Leveraging Importance Weights in Subset Selection5.756.201.830.45
8, 6, 6, 3
8, 6, 6, 3, 8
1074Gradient 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
1075Learning topology-preserving data representations5.755.751.790.00
6, 8, 6, 3
6, 8, 6, 3
1076The Curious Case of Benign Memorization5.756.251.090.50
6, 3, 6, 8
6, 5, 6, 8
1077Can Wikipedia Help Offline Reinforcement Learning?5.755.251.30-0.50
8, 6, 3, 6
6, 6, 3, 6
1078Modeling Temporal Data as Continuous Functions with Process Diffusion5.755.750.430.00
5, 6, 6, 6
5, 6, 6, 6
1079Model-based Causal Bayesian Optimization5.756.751.301.00
5, 8, 5, 5
8, 8, 5, 6
1080Probabilistic Imputation for Time-series Classification with Missing Data5.755.751.300.00
5, 5, 5, 8
5, 5, 5, 8
1081Timing is Everything: Learning to Act Selectively with Costly Actions and Budgetary Constraints5.756.251.090.50
6, 6, 8, 3
6, 6, 8, 5
1082Statistical Theory of Differentially Private Marginal-based Data Synthesis Algorithms5.756.000.000.25
6, 5, 6, 6
6, 6, 6, 6
1083A Primal-Dual Framework for Transformers and Neural Networks5.757.200.981.45
6, 3, 6, 8
6, 8, 6, 8, 8
1084Understanding the Generalization of Adam in Learning Neural Networks with Proper Regularization5.755.750.430.00
6, 5, 6, 6
6, 5, 6, 6
1085MAST: Masked Augmentation Subspace Training for Generalizable Self-Supervised Priors5.755.751.790.00
8, 6, 3, 6
8, 6, 3, 6
1086Pre-training Protein Structure Encoder via Siamese Diffusion Trajectory Prediction5.755.751.300.00
5, 8, 5, 5
5, 8, 5, 5
1087Scaling Laws in Mean-Field Games5.755.751.790.00
6, 6, 3, 8
6, 6, 3, 8
1088Clustering for directed graphs using parametrized random walk diffusion kernels5.755.750.430.00
5, 6, 6, 6
5, 6, 6, 6
1089ProsodyBERT: Self-Supervised Prosody Representation for Style-Controllable TTS5.755.752.590.00
5, 10, 3, 5
5, 10, 3, 5
1090Near-Optimal Deployment Efficiency in Reward-Free Reinforcement Learning with Linear Function Approximation5.755.750.430.00
6, 6, 5, 6
6, 6, 5, 6
1091The hidden uniform cluster prior in self-supervised learning5.756.000.000.25
5, 6, 6, 6
6, 6, 6, 6
1092Spacetime Representation Learning5.755.751.790.00
8, 6, 3, 6
8, 6, 3, 6
1093CLIP-Dissect: Automatic Description of Neuron Representations in Deep Vision Networks5.757.001.001.25
5, 6, 6, 6
6, 6, 8, 8
1094LipsFormer: Introducing Lipschitz Continuity to Vision Transformers5.755.751.790.00
3, 8, 6, 6
3, 8, 6, 6
1095Automatic Chain of Thought Prompting in Large Language Models5.756.252.050.50
3, 6, 6, 8
3, 8, 6, 8
1096Latent Variable Representation for Reinforcement Learning5.755.751.790.00
3, 6, 8, 6
3, 6, 8, 6
1097SoftMatch: Addressing the Quantity-Quality Tradeoff in Semi-supervised Learning5.756.500.870.75
8, 6, 3, 6
8, 6, 6, 6
1098Attention-Guided Backdoor Attacks against Transformers5.755.751.300.00
5, 5, 8, 5
5, 5, 8, 5
1099Overthinking the Truth: Understanding how Language Models process False Demonstrations5.755.751.300.00
5, 8, 5, 5
5, 8, 5, 5
1100Re-Imagen: Retrieval-Augmented Text-to-Image Generator5.755.750.430.00
5, 6, 6, 6
5, 6, 6, 6
1101Implicit regularization via Spectral Neural Networks and non-linear matrix sensing5.755.751.790.00
6, 6, 3, 8
6, 6, 3, 8
1102Graph Neural Network-Inspired Kernels for Gaussian Processes in Semi-Supervised Learning5.755.750.430.00
6, 6, 5, 6
6, 6, 5, 6
1103Graph Convolutional Normalizing Flows for Semi-Supervised Classification and Clustering5.755.751.300.00
8, 5, 5, 5
8, 5, 5, 5
1104Weakly Supervised Explainable Phrasal Reasoning with Neural Fuzzy Logic5.756.500.870.75
6, 6, 6, 5
6, 8, 6, 6
1105Weighted Ensemble Self-Supervised Learning5.755.751.790.00
3, 6, 8, 6
3, 6, 8, 6
1106TILP: Differentiable Learning of Temporal Logical Rules on Knowledge Graphs5.756.001.220.25
5, 5, 5, 8
5, 6, 5, 8
1107CURE: 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
1108Bridging the Gap between Semi-supervised and Supervised Continual Learning via Data Programming5.755.751.300.00
5, 8, 5, 5
5, 8, 5, 5
1109Measuring Forgetting of Memorized Training Examples5.756.500.870.75
6, 6, 5, 6
6, 6, 8, 6
1110Efficient Edge Inference by Selective Query5.755.751.790.00
6, 8, 6, 3
6, 8, 6, 3
1111Enforcing Hard Constraints with Soft Barriers: Safe Reinforcement Learning in Unknown Stochastic Environments5.756.001.220.25
5, 8, 5, 5
6, 8, 5, 5
1112Model Transferability with Responsive Decision Subjects5.755.751.300.00
5, 5, 5, 8
5, 5, 5, 8
1113NTFields: Neural Time Fields for Physics-Informed Robot Motion Planning5.756.500.870.75
6, 6, 5, 6
6, 6, 8, 6
1114ZiCo: Zero-shot NAS via inverse Coefficient of Variation on Gradients5.756.251.090.50
6, 6, 5, 6
6, 6, 5, 8
1115Learning Simultaneous Navigation and Construction in Grid Worlds5.757.001.001.25
5, 6, 6, 6
6, 6, 8, 8
1116PandA: Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs5.755.750.430.00
5, 6, 6, 6
5, 6, 6, 6
1117Towards Minimax Optimal Reward-free Reinforcement Learning in Linear MDPs5.757.001.001.25
6, 5, 6, 6
8, 6, 6, 8
1118Which 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
1119Scaleformer: Iterative Multi-scale Refining Transformers for Time Series Forecasting5.755.750.430.00
6, 6, 6, 5
6, 6, 6, 5
1120Sparse 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
1121Jump-Start Reinforcement Learning5.755.751.790.00
6, 8, 6, 3
6, 8, 6, 3
1122Sequence to sequence text generation with diffusion models5.755.751.790.00
3, 6, 6, 8
3, 6, 6, 8
1123BSTT: A Bayesian Spatial-Temporal Transformer for Sleep Staging5.755.751.300.00
8, 5, 5, 5
8, 5, 5, 5
1124Deep Transformers without Shortcuts: Modifying Self-attention for Faithful Signal Propagation5.756.500.870.75
6, 6, 5, 6
6, 6, 8, 6
1125Learning Adversarial Linear Mixture Markov Decision Processes with Bandit Feedback and Unknown Transition5.755.750.430.00
6, 6, 6, 5
6, 6, 6, 5
1126Diminishing Return of Value Expansion Methods in Model-Based Reinforcement Learning5.755.751.300.00
5, 8, 5, 5
5, 8, 5, 5
1127Equivariant Energy-Guided SDE for Inverse Molecular Design5.756.001.220.25
8, 5, 5, 5
8, 5, 6, 5
1128Demystifying Approximate RL with $epsilon$-greedy Exploration: A Differential Inclusion View5.755.751.300.00
8, 5, 5, 5
8, 5, 5, 5
1129Delving into the Openness of CLIP5.755.250.43-0.50
5, 5, 5, 8
5, 5, 5, 6
1130Unsupervised Manifold Alignment with Joint Multidimensional Scaling5.755.751.790.00
8, 3, 6, 6
8, 3, 6, 6
1131Learning with Auxiliary Activation for Memory-Efficient Training5.756.500.870.75
3, 6, 6, 8
6, 6, 6, 8
1132Finding the global semantic representation in GAN through Fréchet Mean5.756.500.870.75
8, 3, 6, 6
8, 6, 6, 6
1133E3Bind: An End-to-End Equivariant Network for Protein-Ligand Docking5.755.750.430.00
5, 6, 6, 6
5, 6, 6, 6
1134Joint Generator-Ranker Learning for Natural Language Generation5.755.750.430.00
6, 5, 6, 6
6, 5, 6, 6
1135Gromov-Wasserstein Autoencoders5.756.751.301.00
6, 6, 5, 6
6, 8, 5, 8
1136Learning to Learn with Generative Models of Neural Network Checkpoints5.755.751.300.00
5, 8, 5, 5
5, 8, 5, 5
1137Optimal Activation Functions for the Random Features Regression Model5.756.251.090.50
8, 5, 5, 5
8, 6, 6, 5
1138Generalizing and Decoupling Neural Collapse via Hyperspherical Uniformity Gap5.756.252.050.50
8, 3, 6, 6
8, 3, 8, 6
1139Hierarchical Protein Representations via Complete 3D Graph Networks5.755.751.790.00
8, 6, 6, 3
8, 6, 6, 3
1140Write and Paint: Generative Vision-Language Models are Unified Modal Learners5.757.001.001.25
6, 5, 6, 6
8, 6, 6, 8
1141Recovering Top-Two Answers and Confusion Probability in Multi-Choice Crowdsourcing5.755.751.790.00
6, 8, 3, 6
6, 8, 3, 6
1142Contrastive Novelty Learning: Anticipating Outliers with Large Language Models5.755.750.430.00
6, 6, 5, 6
6, 6, 5, 6
1143Adaptive Robust Evidential Optimization For Open Set Detection from Imbalanced Data5.756.000.000.25
5, 6, 6, 6
6, 6, 6, 6
1144Learning Soft Constraints From Constrained Expert Demonstrations5.756.251.090.50
5, 5, 5, 8
6, 6, 5, 8
1145Bridge the Inference Gaps of Neural Processes via Expectation Maximization5.755.751.790.00
3, 6, 6, 8
3, 6, 6, 8
1146Masked Vision and Language Modeling for Multi-modal Representation Learning5.756.001.220.25
5, 5, 5, 8
5, 6, 5, 8
1147Markup-to-Image Diffusion Models with Scheduled Sampling5.755.751.790.00
6, 6, 8, 3
6, 6, 8, 3
1148Posterior Sampling Model-based Policy Optimization under Approximate Inference5.755.751.790.00
3, 8, 6, 6
3, 8, 6, 6
1149What Can we Learn From The Selective Prediction And Uncertainty Estimation Performance Of 523 Imagenet Classifiers?5.756.500.870.75
6, 6, 6, 5
6, 6, 6, 8
1150Transformer Meets Boundary Value Inverse Problems5.757.251.301.50
8, 5, 5, 5
8, 5, 8, 8
1151Landscape Learning for Neural Network Inversion5.755.750.430.00
6, 5, 6, 6
6, 5, 6, 6
1152Stochastic Multi-Person 3D Motion Forecasting5.755.751.790.00
8, 6, 6, 3
8, 6, 6, 3
1153Multi-Objective Reinforcement Learning: Convexity, Stationarity and Pareto Optimality5.756.251.090.50
8, 6, 3, 6
8, 6, 5, 6
1154Continual Unsupervised Disentangling of Self-Organizing Representations5.756.500.870.75
3, 8, 6, 6
6, 8, 6, 6
1155Learning Human-Compatible Representations for Case-Based Decision Support5.755.750.430.00
6, 5, 6, 6
6, 5, 6, 6
1156Unified Discrete Diffusion for Simultaneous Vision-Language Generation5.755.751.300.00
5, 8, 5, 5
5, 8, 5, 5
1157Evidential Uncertainty and Diversity Guided Active Learning for Scene Graph Generation5.755.750.430.00
6, 6, 6, 5
6, 6, 6, 5
1158Approximate Nearest Neighbor Search through Modern Error-Correcting Codes5.755.751.790.00
6, 8, 6, 3
6, 8, 6, 3
1159DENSE RGB SLAM WITH NEURAL IMPLICIT MAPS5.755.750.430.00
6, 6, 6, 5
6, 6, 6, 5
1160Modeling Sequential Sentence Relation to Improve Cross-lingual Dense Retrieval5.755.751.790.00
6, 6, 8, 3
6, 6, 8, 3
1161Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment Paths5.756.500.870.75
3, 6, 8, 6
6, 6, 8, 6
1162Understanding Rare Spurious Correlations in Neural Networks5.755.751.300.00
5, 8, 5, 5
5, 8, 5, 5
1163Neural Diffusion Processes5.755.751.790.00
6, 8, 3, 6
6, 8, 3, 6
1164Learning Locality and Isotropy in Dialogue Modeling5.756.500.870.75
6, 6, 3, 8
6, 6, 6, 8
1165Adaptive Update Direction Rectification for Unsupervised Continual Learning5.756.000.000.25
6, 6, 6, 5
6, 6, 6, 6
1166NORM: Knowledge Distillation via N-to-One Representation Matching5.756.001.220.25
5, 5, 5, 8
5, 6, 5, 8
1167CroMA: Cross-Modality Adaptation for Monocular BEV Perception5.755.751.300.00
5, 5, 5, 8
5, 5, 5, 8
1168Robust Multi-Agent Reinforcement Learning with State Uncertainties5.756.251.090.50
6, 6, 5, 6
8, 6, 5, 6
1169Neural Optimal Transport with General Cost Functionals5.755.751.790.00
6, 3, 6, 8
6, 3, 6, 8
1170Strategic Classification on Graphs5.755.751.790.00
3, 6, 8, 6
3, 6, 8, 6
1171Priors, Hierarchy, and Information Asymmetry for Skill Transfer in Reinforcement Learning5.756.251.090.50
8, 5, 5, 5
8, 5, 6, 6
1172Visual Imitation Learning with Patch Rewards5.756.252.050.50
3, 6, 8, 6
3, 8, 8, 6
1173Discovering Informative and Robust Positives for Video Domain Adaptation5.755.750.430.00
5, 6, 6, 6
5, 6, 6, 6
1174Gradient-Guided Importance Sampling for Learning Binary Energy-Based Models5.756.251.090.50
5, 6, 6, 6
5, 8, 6, 6
1175Single-shot General Hyper-parameter Optimization for Federated Learning5.756.500.870.75
6, 3, 6, 8
6, 6, 6, 8
1176ERL-Re$^2$: Efficient Evolutionary Reinforcement Learning with Shared State Representation and Individual Policy Representation5.756.251.090.50
8, 6, 6, 3
8, 6, 6, 5
1177SCoMoE: Efficient Mixtures of Experts with Structured Communication5.756.251.090.50
6, 5, 6, 6
8, 5, 6, 6
1178Uncertainty-Aware Self-Supervised Learning with Independent Sub-networks5.755.751.300.00
8, 5, 5, 5
8, 5, 5, 5
1179Towards Semi-Supervised Learning with Non-Random Missing Labels5.755.750.430.00
5, 6, 6, 6
5, 6, 6, 6
1180Masked Frequency Modeling for Self-Supervised Visual Pre-Training5.756.001.220.25
5, 5, 5, 8
6, 5, 5, 8
1181S-NeRF: Neural Radiance Fields for Street Views5.755.751.790.00
6, 6, 8, 3
6, 6, 8, 3
1182Differentiable Gaussianization Layers for Inverse Problems Regularized by Deep Generative Models5.755.751.790.00
3, 8, 6, 6
3, 8, 6, 6
1183Evaluating and Inducing Personality in Pre-trained Language Models5.755.750.430.00
6, 5, 6, 6
6, 5, 6, 6
1184Block 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
1185CAST: Concurrent Recognition and Segmentation with Adaptive Segment Tokens5.755.750.430.00
6, 6, 5, 6
6, 6, 5, 6
1186Effective Self-supervised Pre-training on Low-compute networks without Distillation5.756.501.500.75
8, 5, 5, 5
8, 5, 5, 8
1187CoRTX: Contrastive Framework for Real-time Explanation5.756.251.090.50
8, 5, 5, 5
8, 6, 5, 6
1188Networks are Slacking Off: Understanding Generalization Problem in Image Deraining5.755.750.430.00
6, 6, 6, 5
6, 6, 6, 5
1189Towards Smooth Video Composition5.756.500.870.75
6, 5, 6, 6
6, 8, 6, 6
1190GAIN: Enhancing Byzantine Robustness in Federated Learning with Gradient Decomposition5.756.252.050.50
6, 6, 3, 8
8, 6, 3, 8
1191No Reason for No Supervision: Improved Generalization in Supervised Models5.756.751.301.00
8, 3, 6, 6
8, 5, 6, 8
1192Clustering Structure Identification With Ordering Graph5.756.251.090.50
8, 3, 6, 6
8, 5, 6, 6
1193Robust and Controllable Object-Centric Learning through Energy-based Models5.755.751.790.00
3, 6, 8, 6
3, 6, 8, 6
1194Limitless Stability for Graph Convolutional Networks5.756.500.870.75
8, 3, 6, 6
8, 6, 6, 6
1195Rethinking skip connection model as a learnable Markov chain5.756.000.000.25
6, 5, 6, 6
6, 6, 6, 6
1196Neural Groundplans: Persistent Neural Scene Representations from a Single Image5.756.000.000.25
6, 5, 6, 6
6, 6, 6, 6
1197Global Prototype Encoding for Incremental Video Highlights Detection5.755.751.790.00
8, 3, 6, 6
8, 3, 6, 6
1198Neural-Symbolic Recursive Machine for Systematic Generalization5.755.750.430.00
6, 6, 6, 5
6, 6, 6, 5
1199DrML: Diagnosing and Rectifying Vision Models using Language5.755.750.430.00
6, 6, 5, 6
6, 6, 5, 6
1200MaSS: Multi-attribute Selective Suppression5.755.500.50-0.25
6, 6, 6, 5
6, 5, 6, 5
1201Trust-consistent Visual Semantic Embedding for Image-Text Matching5.755.751.790.00
8, 3, 6, 6
8, 3, 6, 6
1202Delving into Semantic Scale Imbalance5.756.001.220.25
5, 5, 5, 8
6, 5, 5, 8
1203DAG Matters! GFlowNets Enhanced Explainer for Graph Neural Networks5.756.500.870.75
8, 5, 5, 5
8, 6, 6, 6
1204Set-Level Self-Supervised Learning from Noisily-Labeled Data5.715.291.39-0.43
8, 3, 5, 5, 8, 5, 6
8, 3, 5, 5, 5, 5, 6
1205Distributed Least Square Ranking with Random Features5.675.672.050.00
8, 3, 6
8, 3, 6
1206EquiMod: An Equivariance Module to Improve Self-Supervised Learning5.676.332.360.67
6, 3, 8
8, 3, 8
1207Task-Aware Information Routing from Common Representation Space in Lifelong Learning5.676.000.000.33
5, 6, 6
6, 6, 6
1208Decision S4: Efficient Sequence-Based RL via State Spaces Layers5.676.331.250.67
6, 6, 5
6, 8, 5
1209Actionable Neural Representations: Grid Cells from Minimal Constraints5.675.672.050.00
3, 6, 8
3, 6, 8
1210A sparse, fast, and stable representation for multiparameter topological data analysis5.675.670.470.00
6, 6, 5
6, 6, 5
1211Causal Explanations of Structural Causal Models5.675.672.050.00
6, 8, 3
6, 8, 3
1212CASR: Generating Complex Sequences with Autoregressive Self-Boost Refinement5.676.000.000.33
5, 6, 6
6, 6, 6
1213SciRepEval: A Multi-Format Benchmark for Scientific Document Representations5.675.672.050.00
6, 8, 3
6, 8, 3
1214Seeing Differently, Acting Similarly: Heterogeneously Observable Imitation Learning5.675.672.050.00
6, 3, 8
6, 3, 8
1215Learning Globally Smooth Functions on Manifolds5.675.670.470.00
6, 6, 5
6, 6, 5
1216UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge Graph5.675.670.470.00
6, 6, 5
6, 6, 5
1217Large Language Models are Human-Level Prompt Engineers5.676.670.941.00
5, 6, 6
8, 6, 6
1218Enhancing Meta Learning via Multi-Objective Soft Improvement Functions5.676.670.941.00
3, 8, 6
6, 8, 6
1219Transferable Unlearnable Examples5.675.500.50-0.17
6, 5, 6
6, 5, 6, 5
1220Random Laplacian Features for Learning with Hyperbolic Space5.675.672.050.00
6, 8, 3
6, 8, 3
1221Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding5.675.670.470.00
5, 6, 6
5, 6, 6
1222GOGGLE: Generative Modelling for Tabular Data by Learning Relational Structure5.676.332.360.67
8, 3, 6
8, 3, 8
1223Optimal Data Sampling for Training Neural Surrogates of Programs5.675.673.300.00
8, 8, 1
8, 8, 1
1224HomoDistil: Homotopic Task-Agnostic Distillation of Pre-trained Transformers5.676.000.000.33
6, 5, 6
6, 6, 6
1225Learning multi-scale local conditional probability models of images5.675.670.470.00
6, 5, 6
6, 5, 6
1226Adversarial Imitation Learning with Preferences5.675.670.470.00
6, 5, 6
6, 5, 6
1227Synthetic Data Generation of Many-to-Many Datasets via Random Graph Generation5.676.670.941.00
6, 6, 5
8, 6, 6
1228Function-space regularized Rényi divergences5.675.672.050.00
8, 3, 6
8, 3, 6
1229Constant-Factor Approximation Algorithms for Socially Fair $k$-Clustering5.675.670.470.00
5, 6, 6
5, 6, 6
1230Personalized Reward Learning with Interaction-Grounded Learning (IGL)5.675.670.470.00
6, 5, 6
6, 5, 6
1231Grounding Graph Network Simulators using Physical Sensor Observations5.676.670.941.00
3, 8, 6
6, 8, 6
1232Performance Bounds for Model and Policy Transfer in Hidden-parameter MDPs5.676.331.250.67
3, 8, 6
5, 8, 6
1233DexDeform: Dexterous Deformable Object Manipulation with Human Demonstrations and Differentiable Physics5.677.330.941.67
5, 6, 6
6, 8, 8
1234Effective passive membership inference attacks in federated learning against overparameterized models5.675.672.050.00
6, 3, 8
6, 3, 8
1235Gaussian-Bernoulli RBMs Without Tears5.675.672.050.00
6, 8, 3
6, 8, 3
1236Proposal-Contrastive Pretraining for Object Detection from Fewer Data5.675.672.050.00
6, 8, 3
6, 8, 3
1237Neural Network Differential Equation Solvers allow unsupervised error estimation and correction5.675.501.80-0.17
6, 8, 3
6, 8, 3, 5
1238Spectral Augmentation for Self-Supervised Learning on Graphs5.676.252.050.58
8, 6, 3
8, 6, 3, 8
1239PAC Reinforcement Learning for Predictive State Representations5.675.670.470.00
6, 5, 6
6, 5, 6
1240Temporal Disentanglement of Representations for Improved Generalisation in Reinforcement Learning5.675.670.470.00
6, 6, 5
6, 6, 5
1241Active Learning based Structural Inference5.675.672.050.00
6, 8, 3
6, 8, 3
1242No-Regret Learning in Strongly Monotone Games Converges to a Nash Equilibrium5.675.001.22-0.67
6, 6, 5
6, 6, 3, 5
1243Latent Graph Inference using Product Manifolds5.675.672.050.00
3, 8, 6
3, 8, 6
1244Representation Balancing with Decomposed Patterns for Treatment Effect Estimation5.675.670.470.00
6, 5, 6
6, 5, 6
1245Learning Probabilistic Topological Representations Using Discrete Morse Theory5.676.670.941.00
8, 6, 3
8, 6, 6
1246Random 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
1247Heterogeneous Loss Function with Aggressive Rejection for Contaminated data in anomaly detection5.675.670.470.00
6, 6, 5
6, 6, 5
1248Local KL Convergence Rate for Stein Variational Gradient Descent with Reweighted Kernel5.675.672.050.00
8, 6, 3
8, 6, 3
1249Learning Discrete Representation with Optimal Transport Quantized Autoencoders5.675.670.470.00
5, 6, 6
5, 6, 6
1250MonoFlow: A Unified Generative Modeling Framework for GAN Variants5.675.672.050.00
3, 8, 6
3, 8, 6
1251Graph-based Deterministic Policy Gradient for Repetitive Combinatorial Optimization Problems5.676.332.360.67
6, 8, 3
8, 8, 3
1252Coordination Scheme Probing for Generalizable Multi-Agent Reinforcement Learning5.675.501.80-0.17
3, 8, 6
3, 8, 6, 5
1253Neural-based classification rule learning for sequential data5.676.670.941.00
6, 3, 8
6, 6, 8
1254Shifts 2.0: Extending The Dataset of Real Distributional Shifts5.675.670.470.00
6, 6, 5
6, 6, 5
1255Indiscriminate Poisoning Attacks on Unsupervised Contrastive Learning5.676.000.000.33
6, 5, 6
6, 6, 6
1256Budgeted Training for Vision Transformer5.675.670.470.00
6, 5, 6
6, 5, 6
1257Mosaic Representation Learning for Self-supervised Visual Pre-training5.677.001.411.33
6, 5, 6
8, 5, 8
1258Language model with Plug-in Knowldge Memory5.675.670.470.00
6, 6, 5
6, 6, 5
1259Hierarchical Gaussian Mixture based Task Generative Model for Robust Meta-Learning5.675.670.470.00
5, 6, 6
5, 6, 6
1260Winning Both the Accuracy of Floating Point Activation and the Simplicity of Integer Arithmetic5.675.670.470.00
6, 6, 5
6, 6, 5
1261More Centralized Training, Still Decentralized Execution: Multi-Agent Conditional Policy Factorization5.676.251.090.58
6, 5, 6
8, 6, 6, 5
1262Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks5.676.670.941.00
6, 6, 5
8, 6, 6
1263Any-scale Balanced Samplers for Discrete Space5.675.670.470.00
3, 8, 6
5, 6, 6
1264Pre-trained Language Models can be Fully Zero-Shot Learners5.675.670.470.00
6, 6, 5
6, 6, 5
1265Certified Robustness on Structural Graph Matching5.675.500.50-0.17
6, 6, 5
6, 6, 5, 5
1266Explaining Temporal Graph Models through an Explorer-Navigator Framework5.675.670.470.00
6, 5, 6
6, 5, 6
1267On the Soft-Subnetwork for Few-Shot Class Incremental Learning5.675.672.050.00
3, 6, 8
3, 6, 8
1268Distributed Differential Privacy in Multi-Armed Bandits5.677.330.941.67
6, 6, 5
8, 6, 8
1269Prometheus: Endowing Low Sample and Communication Complexities to Constrained Decentralized Stochastic Bilevel Learning5.675.670.470.00
6, 6, 5
6, 6, 5
1270Mutual Partial Label Learning with Competitive Label Noise5.676.670.941.00
3, 8, 6
6, 8, 6
1271simpleKT: A Simple But Tough-to-Beat Baseline for Knowledge Tracing5.675.672.050.00
3, 8, 6
3, 8, 6
1272An Extensible Multi-modal Multi-task Object Dataset with Materials5.675.670.470.00
6, 6, 5
6, 6, 5
1273Revisiting the Assumption of Latent Separability for Backdoor Defenses5.675.001.22-0.67
5, 6, 6
5, 6, 6, 3
1274Characterizing the spectrum of the NTK via a power series expansion5.676.332.360.67
3, 6, 8
3, 8, 8
1275ChordMixer: A Scalable Neural Attention Model for Sequences with Different Length5.675.672.050.00
6, 3, 8
6, 3, 8
1276A non-asymptotic analysis of oversmoothing in Graph Neural Networks5.675.672.050.00
8, 6, 3
8, 6, 3
1277Class-Incremental Learning with Repetition5.675.672.050.00
6, 3, 8
6, 3, 8
1278Imitation Learning for Mean Field Games with Correlated Equilibria5.675.670.470.00
6, 5, 6
6, 5, 6
1279Graph Neural Networks are Inherently Good Generalizers: Insights by Bridging GNNs and Multi-Layer Perceptrons5.676.331.250.67
6, 5, 6
6, 5, 8
1280Approximation and non-parametric estimation of functions over high-dimensional spheres via deep ReLU networks5.676.670.941.00
3, 6, 8
6, 6, 8
1281TranSpeech: Speech-to-Speech Translation With Bilateral Perturbation5.676.751.301.08
6, 5, 6
8, 5, 6, 8
1282Learning to Reason and Act in Cascading Processes5.675.672.050.00
3, 8, 6
3, 8, 6
1283PMixUp: Simultaneous Utilization of Part-of-Speech Replacement and Feature Space Interpolation for Text Data Augmentation5.675.672.050.00
6, 8, 3
6, 8, 3
1284Efficient Offline Policy Optimization with a Learned Model5.675.670.470.00
6, 6, 5
6, 6, 5
1285PowerQuant: Automorphism Search for Non-Uniform Quantization5.676.000.000.33
5, 6, 6
6, 6, 6
1286Leveraging Future Relationship Reasoning for Vehicle Trajectory Prediction5.675.672.050.00
6, 3, 8
6, 3, 8
1287Toward Adversarial Training on Contextualized Language Representation5.676.331.250.67
6, 3, 8
8, 5, 6
1288Learned Index with Dynamic $epsilon$5.675.670.470.00
5, 6, 6
5, 6, 6
1289Test-Time Adaptation for Visual Document Understanding5.675.670.470.00
6, 6, 5
6, 6, 5
1290Exploring Transformer Backbones for Heterogeneous Treatment Effect Estimation5.675.670.470.00
6, 5, 6
6, 5, 6
1291MemoNav: Working Memory Model for Visual Navigation5.675.670.470.00
6, 5, 6
6, 5, 6
1292The Modality Focusing Hypothesis: Towards Understanding Crossmodal Knowledge Distillation5.676.331.250.67
6, 5, 6
8, 5, 6
1293Algorithmic Determination of the Combinatorial Structure of the Linear Regions of ReLU Neural Networks5.675.670.470.00
6, 6, 5
6, 6, 5
1294Understanding new tasks through the lens of training data via exponential tilting5.676.000.000.33
6, 6, 5
6, 6, 6
1295Data Poisoning Attacks Against Multimodal Encoders5.675.670.470.00
5, 6, 6
5, 6, 6
1296InfoOT: Information Maximizing Optimal Transport5.675.670.470.00
6, 5, 6
6, 5, 6
1297Impossibly Good Experts and How to Follow Them5.676.000.000.33
6, 6, 5
6, 6, 6
1298Beyond calibration: estimating the grouping loss of modern neural networks5.676.332.360.67
8, 6, 3
8, 8, 3
1299Asynchronous Gradient Play in Zero-Sum Multi-agent Games5.676.000.000.33
6, 5, 6
6, 6, 6
1300An Exact Poly-Time Membership-Queries Algorithm for Extracting a Three-Layer ReLU Network5.675.670.470.00
6, 6, 5
6, 6, 5
1301SAAL: Sharpness-Aware Active Learning5.675.670.470.00
5, 6, 6
5, 6, 6
1302An Adaptive Entropy-Regularization Framework for Multi-Agent Reinforcement Learning5.675.672.050.00
3, 8, 6
3, 8, 6
1303Gradient Boosting Performs Gaussian Process Inference5.676.000.000.33
5, 6, 6
6, 6, 6
1304Distribution Shift Detection for Deep Neural Networks5.675.750.430.08
6, 5, 6
6, 5, 6, 6
1305Towards Effective and Interpretable Human-Agent Collaboration in MOBA Games: A Communication Perspective5.676.670.941.00
6, 5, 6
8, 6, 6
1306FedSpeed: Larger Local Interval, Less Communication Round, and Higher Generalization Accuracy5.675.670.470.00
6, 6, 5
6, 6, 5
1307Globally Optimal Training of Neural Networks with Threshold Activation Functions5.676.331.250.67
5, 6, 6
5, 8, 6
1308A Laplace-inspired Distribution on SO(3) for Probabilistic Rotation Estimation5.676.332.360.67
6, 3, 8
8, 3, 8
1309Measuring and Narrowing the Compositionality Gap in Language Models5.675.670.470.00
6, 5, 6
6, 5, 6
1310Guiding continuous operator learning through Physics-based boundary constraints5.676.331.250.67
6, 8, 3
6, 8, 5
1311Human MotionFormer: Transferring Human Motions with Vision Transformers5.675.751.790.08
8, 3, 6
8, 3, 6, 6
1312Can We Faithfully Represent Absence States to Compute Shapley Values on a DNN?5.675.670.470.00
6, 6, 5
6, 6, 5
1313One-Pixel Shortcut: On the Learning Preference of Deep Neural Networks5.675.670.470.00
5, 6, 6
5, 6, 6
1314Combating Exacerbated Heterogeneity for Robust Decentralized Models5.676.670.941.00
6, 6, 5
8, 6, 6
1315Offline Reinforcement Learning with Closed-Form Policy Improvement Operators5.675.670.470.00
5, 6, 6
5, 6, 6
1316Maximizing Communication Efficiency for Large-scale Training via 0/1 Adam5.675.670.470.00
6, 5, 6
6, 5, 6
1317An Additive Instance-Wise Approach to Multi-class Model Interpretation5.675.672.050.00
8, 6, 3
8, 6, 3
1318Knowledge-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
1319Meta Knowledge Condensation for Federated Learning5.676.670.941.00
3, 6, 8
6, 6, 8
1320Cycle-consistent Masked AutoEncoder for Unsupervised Domain Generalization5.675.670.470.00
5, 6, 6
5, 6, 6
1321Towards Addressing Label Skews in One-shot Federated Learning5.676.670.941.00
6, 6, 5
8, 6, 6
1322Relaxed 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
1323Rethinking the Effect of Data Augmentation in Adversarial Contrastive Learning5.676.670.941.00
6, 6, 5
6, 6, 8
1324Unified Detoxifying and Debiasing in Language Generation via Inference-time Adaptive Optimization5.675.670.470.00
6, 6, 5
6, 6, 5
1325DeepPipe: Deep, Modular and Extendable Representations of Machine Learning Pipelines5.676.000.000.33
5, 6, 6
6, 6, 6
1326TIB: Detecting Unknown Objects via Two-Stream Information Bottleneck5.675.670.470.00
5, 6, 6
5, 6, 6
1327Hidden Poison: Machine unlearning enables camouflaged poisoning attacks5.675.670.470.00
5, 6, 6
5, 6, 6
1328Adversarial Collaborative Learning on Non-IID Features5.675.670.470.00
6, 5, 6
6, 5, 6
1329D2Match: Leveraging Deep Learning and Degeneracy for Subgraph Matching5.675.670.470.00
5, 6, 6
5, 6, 6
1330Topologically faithful image segmentation via induced matching of persistence barcodes5.675.670.470.00
6, 5, 6
6, 5, 6
1331On the Lower Bound of Minimizing Polyak-Łojasiewicz functions5.675.332.05-0.33
5, 6, 6
5, 8, 3
1332Rotamer Density Estimators are Unsupervised Learners of the Effect of Mutations on Protein-Protein Interaction5.675.670.470.00
5, 6, 6
5, 6, 6
1333Cross-Level Distillation and Feature Denoising for Cross-Domain Few-Shot Classification5.675.672.050.00
8, 6, 3
8, 6, 3
1334Individual Privacy Accounting for Differentially Private Stochastic Gradient Descent5.675.672.050.00
8, 3, 6
8, 3, 6
1335Attention De-sparsification Matters: Inducing Diversity in Digital Pathology Representation Learning5.676.000.000.33
6, 6, 5
6, 6, 6
1336Transcendental Idealism of Planner: Evaluating Perception from Planning Perspective for Autonomous Driving5.675.670.470.00
6, 6, 5
6, 6, 5
1337The Augmented Image Prior: Distilling 1000 Classes by Extrapolating from a Single Image5.676.670.941.00
6, 5, 6
6, 6, 8
1338Contextual Image Masking Modeling via Synergized Contrasting without View Augmentation for Faster and Better Visual Pretraining5.675.670.470.00
6, 5, 6
6, 5, 6
1339Factorized Fourier Neural Operators5.606.001.900.40
3, 8, 3, 6, 8
3, 8, 5, 6, 8
1340INSPIRE: A Framework for Integrating Individual User Preferences in Recourse5.606.001.100.40
3, 5, 6, 6, 8
5, 5, 6, 6, 8
1341TypeT5: Seq2seq Type Inference using Static Analysis5.606.400.800.80
5, 6, 6, 5, 6
6, 8, 6, 6, 6
1342Contrastive Audio-Visual Masked Autoencoder5.606.800.981.20
5, 6, 3, 6, 8
6, 8, 6, 6, 8
1343SemPPL: Predicting Pseudo-Labels for Better Contrastive Representations5.606.001.100.40
6, 6, 5, 5, 6
6, 8, 5, 5, 6
1344CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers5.605.801.600.20
6, 3, 8, 5, 6
6, 3, 8, 6, 6
1345Malign Overfitting: Interpolation and Invariance are Fundamentally at Odds5.606.001.100.40
8, 5, 6, 3, 6
8, 5, 6, 5, 6
1346How to prepare your task head for finetuning5.605.800.400.20
6, 6, 5, 6, 5
6, 6, 5, 6, 6
1347Searching Lottery Tickets in Graph Neural Networks: A Dual Perspective5.606.400.800.80
6, 3, 8, 5, 6
6, 6, 8, 6, 6
1348Out-of-distribution Representation Learning for Time Series Classification5.605.601.200.00
5, 8, 5, 5, 5
5, 8, 5, 5, 5
1349Early Stopping for Deep Image Prior5.605.600.490.00
5, 6, 5, 6, 6
5, 6, 5, 6, 6
1350Agent-based Graph Neural Networks5.606.001.100.40
8, 6, 3, 6, 5
8, 6, 5, 6, 5
1351GeneFace: Generalized and High-Fidelity Audio-Driven 3D Talking Face Synthesis5.606.200.980.60
5, 6, 8, 3, 6
5, 6, 8, 6, 6
1352The KFIoU Loss for Rotated Object Detection5.606.400.800.80
8, 6, 6, 5, 3
8, 6, 6, 6, 6
1353Weakly-supervised HOI Detection via Prior-guided Bi-level Representation Learning5.606.601.201.00
6, 5, 6, 3, 8
6, 5, 8, 6, 8
1354On the Word Boundaries of Emergent Languages Based on Harris's Articulation Scheme5.606.001.900.40
6, 3, 6, 5, 8
6, 3, 8, 5, 8
1355SoundCount: Sound Counting from Raw Audio with Dyadic Decomposition Neural Network5.605.601.620.00
6, 6, 3, 5, 8
6, 6, 3, 5, 8
1356SGD Through the Lens of Kolmogorov Complexity5.575.571.400.00
5, 6, 6, 6, 3, 5, 8
5, 6, 6, 6, 3, 5, 8
1357TVSPrune - 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
1358Let 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
1359Adaptive Block-wise Learning for Knowledge Distillation5.505.501.800.00
3, 8, 5, 6
3, 8, 5, 6
1360Share Your Representation Only: Guaranteed Improvement of the Privacy-Utility Tradeoff in Federated Learning5.506.001.220.50
8, 5, 3, 6
8, 5, 5, 6
1361Cross-utterance Conditioned Coherent Speech Editing via Biased Training and Entire Inference5.505.501.800.00
5, 8, 3, 6
5, 8, 3, 6
1362Learning Geometric Representations of Interactive Objects5.505.501.800.00
3, 5, 6, 8
3, 5, 6, 8
1363Online Bias Correction for Task-Free Continual Learning5.505.501.800.00
5, 3, 8, 6
5, 3, 8, 6
1364Meta-Learning the Inductive Biases of Simple Neural Circuits5.505.501.800.00
8, 3, 6, 5
8, 3, 6, 5
1365Iterative Circuit Repair Against Formal Specifications5.505.500.500.00
6, 6, 5, 5
6, 6, 5, 5
1366Improving Adversarial Robustness by Putting More Regularizations on Less Robust Samples5.505.751.790.25
3, 5, 8, 6
3, 6, 8, 6
1367Toward Learning Geometric Eigen-Lengths Crucial for Robotic Fitting Tasks5.505.501.800.00
3, 8, 6, 5
3, 8, 6, 5
1368Individual Privacy Accounting with Gaussian Differential Privacy5.505.750.430.25
6, 5, 5, 6
6, 6, 5, 6
1369Improving Differentiable Neural Architecture Search by Encouraging Transferability5.506.001.220.50
6, 5, 6, 5
6, 5, 8, 5
1370Cross-Window Self-Training via Context Variations from Sparsely-Labeled Time Series5.505.500.500.00
5, 6, 5, 6
5, 6, 5, 6
1371A theoretical study of inductive biases in contrastive learning5.505.750.430.25
6, 6, 5, 5
6, 6, 6, 5
1372M$^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
1373Importance of Class Selectivity in Early Epochs of Training5.505.750.430.25
5, 6, 5, 6
5, 6, 6, 6
1374Fighting 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
1375Scale-invariant Bayesian Neural Networks with Connectivity Tangent Kernel5.506.500.871.00
6, 5, 6, 5
6, 6, 8, 6
1376Game Theoretic Mixed Experts for Combinational Adversarial Machine Learning5.505.501.800.00
5, 3, 6, 8
5, 3, 6, 8
1377Reproducible Bandits5.506.500.871.00
5, 8, 3, 6
6, 8, 6, 6
1378Solving Continual Learning via Problem Decomposition5.505.501.800.00
5, 8, 3, 6
5, 8, 3, 6
1379How Useful are Gradients for OOD Detection Really?5.506.001.220.50
5, 3, 8, 6
5, 5, 8, 6
1380Faster Last-iterate Convergence of Policy Optimization in Zero-Sum Markov Games5.506.251.090.75
3, 5, 6, 8
6, 5, 6, 8
1381Simple Emergent Action Representations from Multi-Task Policy Training5.505.500.500.00
6, 5, 5, 6
6, 5, 5, 6
1382Avoiding spurious correlations via logit correction5.505.750.430.25
6, 6, 5, 5
6, 6, 6, 5
1383HesScale: Scalable Computation of Hessian Diagonals5.506.002.120.50
8, 3, 3, 8
8, 5, 3, 8
1384Building Normalizing Flows with Stochastic Interpolants5.505.501.800.00
8, 5, 6, 3
8, 5, 6, 3
1385Does progress on ImageNet transfer to real world datasets?5.506.002.120.50
3, 8, 6, 5
3, 8, 8, 5
1386Competitive Physics Informed Networks5.506.252.050.75
5, 6, 8, 3
8, 6, 8, 3
1387Decomposed Prompting: A Modular Approach for Solving Complex Tasks5.505.500.500.00
6, 5, 5, 6
6, 5, 5, 6
1388Energy-Inspired Self-Supervised Pretraining for Vision Models5.507.171.671.67
5, 5, 6, 5, 6, 6
6, 5, 8, 10, 6, 8
1389A Time Series is Worth 64 Words: Long-term Forecasting with Transformers5.505.500.500.00
5, 6, 5, 6
5, 6, 5, 6
1390Replay Memory as An Empirical MDP: Combining Conservative Estimation with Experience Replay5.507.001.001.50
6, 5, 5, 6
8, 8, 6, 6
1391Confidence-Conditioned Value Functions for Offline Reinforcement Learning5.506.251.090.75
6, 8, 5, 3
6, 8, 6, 5
1392Stochastic Constrained DRO with a Complexity Independent of Sample Size5.505.501.800.00
3, 5, 8, 6
3, 5, 8, 6
1393Kernel Regression with Infinite-Width Neural Networks on Millions of Examples5.505.501.800.00
8, 3, 5, 6
8, 3, 5, 6
1394Evaluating Unsupervised Denoising Requires Unsupervised Metrics5.505.500.500.00
5, 5, 6, 6
5, 5, 6, 6
1395The Value of Out-of-distribution Data5.505.502.870.00
10, 3, 6, 3
10, 3, 6, 3
1396First Steps Toward Understanding the Extrapolation of Nonlinear Models to Unseen Domains5.505.500.500.00
6, 5, 5, 6
6, 5, 5, 6
1397LogicDP: Creating Labels for Graph Data via Inductive Logic Programming5.505.501.800.00
6, 5, 3, 8
6, 5, 3, 8
1398A VAE for Transformers with Nonparametric Variational Information Bottleneck5.505.500.500.00
5, 6, 6, 5
5, 6, 6, 5
1399Information-Theoretic Underpinnings of Generalization and Translation in Emergent Communication5.505.501.800.00
6, 3, 8, 5
6, 3, 8, 5
1400The Brainy Student: Scalable Unlearning by Selectively Disobeying the Teacher5.505.500.500.00
6, 5, 5, 6
6, 5, 5, 6
1401A Neural PDE Solver with Temporal Stencil Modeling5.505.751.790.25
5, 8, 6, 3
6, 8, 6, 3
1402Recitation-Augmented Language Models5.505.750.430.25
5, 5, 6, 6
5, 6, 6, 6
1403Credible, Sealed-bid, Optimal Repeated Auctions With Differentiable Economics5.505.502.500.00
3, 8, 8, 3
3, 8, 8, 3
1404Towards Efficient Gradient-Based Meta-Learning in Heterogenous Environments5.506.251.090.75
5, 6, 8, 3
6, 6, 8, 5
1405Optimal Transport for Offline Imitation Learning5.505.500.500.00
6, 5, 6, 5
6, 5, 6, 5
1406FedorAS: Federated Architecture Search under system heterogeneity5.505.500.500.00
5, 6, 6, 5
5, 6, 6, 5
1407Towards A Unified View of Sparse Feed-Forward Network in Transformer5.506.251.090.75
3, 5, 6, 8
5, 6, 6, 8
1408SuperFed: Weight Shared Federated Learning5.505.500.500.00
5, 5, 6, 6
5, 5, 6, 6
1409Images as Weight Matrices: Sequential Image Generation Through Synaptic Learning Rules5.505.750.430.25
6, 6, 5, 5
6, 6, 6, 5
1410SGD with large step sizes learns sparse features5.506.002.120.50
3, 5, 8, 6
3, 5, 8, 8
1411ProSampler: Improving Contrastive Learning by Better Mini-batch Sampling5.505.501.800.00
8, 6, 5, 3
8, 6, 5, 3
1412Make-A-Video: Text-to-Video Generation without Text-Video Data5.505.750.430.25
6, 5, 6, 5
6, 6, 6, 5
1413In-distribution and Out-of-distribution Generalization for Graph Neural Networks5.505.201.17-0.30
6, 6, 5, 5
6, 6, 6, 5, 3
1414Effectively using public data in privacy preserving Machine learning5.505.750.430.25
5, 5, 6, 6
5, 6, 6, 6
1415CADet: Fully Self-Supervised Anomaly Detection With Contrastive Learning5.505.500.500.00
5, 6, 5, 6
5, 6, 5, 6
1416On the System-Level Effectiveness of Physical Object-Hiding Adversarial Attack in Autonomous Driving5.505.500.500.00
5, 6, 6, 5
5, 6, 6, 5
1417Is Conditional Generative Modeling all you need for Decision Making?5.505.501.800.00
6, 8, 5, 3
6, 8, 5, 3
1418META-STORM: Generalized Fully-Adaptive Variance Reduced SGD for Unbounded Functions5.505.500.500.00
5, 6, 5, 6
5, 6, 5, 6
1419TEMPERA: Test-Time Prompt Editing via Reinforcement Learning5.506.251.090.75
5, 5, 6, 6
5, 8, 6, 6
1420What Matters In The Structured Pruning of Generative Language Models?5.505.500.500.00
5, 6, 5, 6
5, 6, 5, 6
1421Parallel $Q$-Learning: Scaling Off-policy Reinforcement Learning5.505.501.800.00
5, 8, 3, 6
5, 8, 3, 6
1422Optimizing Bi-Encoder for Named Entity Recognition via Contrastive Learning5.506.251.090.75
5, 6, 8, 3
5, 6, 8, 6
1423Differentially Private Adaptive Optimization with Delayed Preconditioners5.505.751.790.25
3, 8, 6, 5
3, 8, 6, 6
1424Long Range Language Modeling via Gated State Spaces5.505.750.430.25
5, 5, 6, 6
6, 5, 6, 6
1425Task-customized Masked Autoencoder via Mixture of Cluster-conditional Experts5.506.500.871.00
6, 5, 5, 6
6, 6, 6, 8
1426Investigating Multi-task Pretraining and Generalization in Reinforcement Learning5.506.002.120.50
5, 6, 8, 3
5, 8, 8, 3
1427Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models5.505.250.43-0.25
6, 6, 5, 5
5, 6, 5, 5
1428Noise-Robust De-Duplication at Scale5.505.750.430.25
6, 6, 5, 5
6, 6, 5, 6
1429Hyperparameter Optimization through Neural Network Partitioning5.506.251.090.75
8, 5, 6, 3
8, 6, 6, 5
1430Concept-based Explanations for Out-of-Distribution Detectors5.505.500.500.00
5, 6, 5, 6
5, 6, 5, 6
1431Architectural optimization over subgroups of equivariant neural networks5.505.750.430.25
5, 6, 5, 6
5, 6, 6, 6
1432Accelerating Hamiltonian Monte Carlo via Chebyshev Integration Time5.505.501.800.00
8, 6, 5, 3
8, 6, 5, 3
1433Revisiting Structured Dropout5.505.500.500.00
5, 6, 5, 6
5, 6, 5, 6
1434HiT-MDP: Learning the SMDP option framework on MDPs with Hidden Temporal Variables5.505.501.800.00
6, 8, 3, 5
6, 8, 3, 5
1435Fusion over the Grassmann Manifold for Incomplete-Data Clustering5.505.502.870.00
5, 8, 8, 1
5, 8, 8, 1
1436Unsupervised Model-based Pre-training for Data-efficient Control from Pixels5.505.501.800.00
8, 3, 5, 6
8, 3, 5, 6
1437Fine-grain Inference on Out-of-Distribution Data with Hierarchical Classification5.505.501.800.00
3, 8, 6, 5
3, 8, 6, 5
1438TTN: A Domain-Shift Aware Batch Normalization in Test-Time Adaptation5.506.001.220.50
5, 6, 6, 5
5, 6, 8, 5
1439Repository-Level Prompt Generation for Large Language Models of Code5.505.501.800.00
8, 6, 3, 5
8, 6, 3, 5
1440Variational Prompt Tuning Improves Generalization of Vision-Language Models5.505.500.500.00
6, 6, 5, 5
6, 6, 5, 5
1441Bridging the Gap to Real-World Object-Centric Learning5.505.501.800.00
3, 8, 6, 5
3, 8, 6, 5
1442Energy-Based Test Sample Adaptation for Domain Generalization5.506.500.871.00
5, 6, 5, 6
6, 8, 6, 6
1443A GENERAL SCENARIO-AGNOSTIC REINFORCEMENT LEARNING FOR TRAFFIC SIGNAL CONTROL5.505.500.500.00
5, 6, 6, 5
5, 6, 6, 5
1444BALTO: efficient tensor program optimization with diversity-based active learning5.505.501.800.00
6, 3, 8, 5
6, 3, 8, 5
1445Autoregressive Generative Modeling with Noise Conditional Maximum Likelihood Estimation5.505.502.500.00
8, 8, 3, 3
8, 8, 3, 3
1446How robust is unsupervised representation learning to distribution shift?5.505.501.800.00
3, 5, 8, 6
3, 5, 8, 6
1447Affinity-Aware Graph Networks5.505.500.500.00
5, 6, 6, 5
5, 6, 6, 5
1448Edge Guided GANs with Contrastive Learning for Semantic Image Synthesis5.505.501.800.00
3, 5, 6, 8
3, 5, 6, 8
1449Federated Learning as Variational Inference: A Scalable Expectation Propagation Approach5.506.000.000.50
6, 5, 5, 6
6, 6, 6, 6
1450Enhancing the Inductive Biases of Graph Neural ODE for Modeling Dynamical Systems5.507.001.001.50
6, 5, 5, 6
8, 6, 6, 8
1451Mastering Spatial Graph Prediction of Road Networks5.505.501.800.00
5, 8, 6, 3
5, 8, 6, 3
1452A Connection between One-Step Regularization and Critic Regularization in Reinforcement Learning5.505.251.79-0.25
3, 5, 8, 6
3, 5, 8, 5
1453Multi-objective optimization via equivariant deep hypervolume approximation5.505.750.430.25
6, 5, 6, 5
6, 5, 6, 6
1454Inversely Eliciting Numerical Reasoning in Language Models via Solving Linear Systems5.505.501.800.00
8, 3, 6, 5
8, 3, 6, 5
1455On Explaining Neural Network Robustness with Activation Path5.506.000.000.50
5, 6, 5, 6
6, 6, 6, 6
1456Structure by Architecture: Structured Representations without Regularization5.505.751.790.25
6, 8, 5, 3
6, 8, 6, 3
1457DECAP: Decoding CLIP Latents for Zero-shot Captioning5.505.500.500.00
5, 6, 6, 5, 5, 6
5, 6, 6, 5, 5, 6
1458Robust Explanation Constraints for Neural Networks5.505.751.790.25
3, 6, 5, 8
3, 6, 6, 8
1459Hidden Schema Networks5.505.502.500.00
3, 3, 8, 8
3, 3, 8, 8
1460Learning Input-agnostic Manipulation Directions in StyleGAN with Text Guidance5.505.500.500.00
6, 5, 6, 5
6, 5, 6, 5
1461Domain Generalisation via Domain Adaptation: An Adversarial Fourier Amplitude Approach5.505.500.500.00
5, 5, 6, 6
5, 5, 6, 6
1462Anti-Symmetric DGN: a stable architecture for Deep Graph Networks5.506.001.220.50
5, 3, 6, 8
5, 5, 6, 8
1463FastFill: Efficient Compatible Model Update5.505.751.790.25
3, 6, 5, 8
3, 6, 6, 8
1464SLTUNET: A Simple Unified Model for Sign Language Translation5.505.500.500.00
5, 6, 5, 6
5, 6, 5, 6
1465DetectBench: An Object Detection Benchmark for OOD Generalization Algorithms5.505.002.12-0.50
5, 3, 8, 6
3, 3, 8, 6
1466Leveraging Unlabeled Data to Track Memorization5.506.001.220.50
5, 5, 6, 6
5, 5, 8, 6
1467Efficient Out-of-Distribution Detection based on In-Distribution Data Patterns Memorization with Modern Hopfield Energy5.505.750.430.25
6, 5, 6, 5
6, 6, 6, 5
1468NAGphormer: A Tokenized Graph Transformer for Node Classification in Large Graphs5.506.001.220.50
6, 5, 6, 5
6, 5, 8, 5
1469Near Optimal Private and Robust Linear Regression5.505.500.500.00
6, 6, 5, 5
6, 6, 5, 5
1470Tensor-Based Sketching Method for the Low-Rank Approximation of Data Streams.5.505.500.500.00
5, 5, 6, 6
5, 5, 6, 6
1471Data augmentation alone can improve adversarial training5.505.750.430.25
5, 6, 6, 5
5, 6, 6, 6
1472Valid P-Value for Deep Learning-driven Salient Region5.505.600.490.10
5, 6, 5, 6
5, 6, 5, 6, 6
1473Learning from conflicting data with hidden contexts5.506.252.050.75
3, 8, 8, 3
6, 8, 8, 3
1474MeGraph: Graph Representation Learning on Connected Multi-scale Graphs5.505.502.500.00
3, 8, 8, 3
3, 8, 8, 3
1475Self-supervised debiasing using low rank regularization5.505.751.790.25
3, 6, 5, 8
3, 6, 6, 8
1476Multi-Vector Retrieval as Sparse Alignment5.506.000.000.50
5, 6, 5, 6
6, 6, 6, 6
1477Knowledge Unlearning for Mitigating Privacy Risks in Language Models5.506.251.090.75
6, 5, 6, 5
8, 6, 6, 5
1478Open-domain Visual Entity Linking5.505.501.800.00
5, 3, 6, 8
5, 3, 6, 8
1479The Final Ascent: When Bigger Models Generalize Worse on Noisy-Labeled Data5.505.501.800.00
5, 3, 8, 6
5, 3, 8, 6
1480Proportional Amplitude Spectrum Training Augmentation for Synthetic-to-Real Domain Generalization5.505.501.800.00
3, 5, 8, 6
3, 5, 8, 6
1481Equivariant Shape-Conditioned Generation of 3D Molecules for Ligand-Based Drug Design5.505.750.430.25
6, 5, 6, 5
6, 5, 6, 6
1482Linearly Constrained Bilevel Optimization: A Smoothed Implicit Gradient Approach5.506.001.220.50
6, 5, 5, 6
6, 5, 5, 8
1483Memorization-Dilation: Modeling Neural Collapse Under Noise5.505.750.430.25
5, 6, 5, 6
6, 6, 5, 6
1484Multi-level Protein Structure Pre-training via Prompt Learning5.505.500.500.00
6, 6, 5, 5
6, 6, 5, 5
1485Interpretability 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
1486FedMT: Federated Learning with Mixed-type Labels5.505.751.790.25
6, 8, 5, 3
6, 8, 6, 3
1487Denoising MCMC for Accelerating Diffusion-Based Generative Models5.505.750.430.25
6, 6, 5, 5
6, 6, 5, 6
1488Confidence Estimation Using Unlabeled Data5.506.251.090.75
8, 5, 6, 3
8, 5, 6, 6
1489Sequential Attention for Feature Selection5.506.251.090.75
3, 6, 5, 8
5, 6, 6, 8
1490Multi-Epoch Matrix Factorization Mechanisms for Private Machine Learning5.505.500.500.00
6, 5, 6, 5
6, 5, 6, 5
1491Learning Listwise Domain-Invariant Representations for Ranking5.505.500.500.00
5, 6, 5, 6
5, 6, 5, 6
1492Exp-$alpha$: Beyond Proportional Aggregation in Federated Learning5.505.500.500.00
5, 6, 5, 6
5, 6, 5, 6
1493Guiding Safe Exploration with Weakest Preconditions5.506.251.090.75
3, 8, 6, 5
6, 8, 6, 5
1494Gated Neural ODEs: Trainability, Expressivity and Interpretability5.505.501.800.00
3, 8, 6, 5
3, 8, 6, 5
1495Learning Multimodal Data Augmentation in Feature Space5.505.751.790.25
5, 3, 8, 6
6, 3, 8, 6
1496Achieving Sub-linear Regret in Infinite Horizon Average Reward Constrained MDP with Linear Function Approximation5.505.501.800.00
6, 8, 3, 5
6, 8, 3, 5
1497FedFA: Federated Feature Augmentation5.505.500.500.00
6, 5, 6, 5
6, 5, 6, 5
1498A critical look at evaluation of GNNs under heterophily: Are we really making progress?5.506.001.220.50
5, 6, 5, 6
5, 6, 5, 8
1499Interpretable Debiasing of Vectorized Language Representations with Iterative Orthogonalization5.506.000.000.50
6, 6, 5, 5
6, 6, 6, 6
1500Layer Grafted Pre-training: Bridging Contrastive Learning And Masked Image Modeling For Better Representations5.505.801.170.30
6, 5, 6, 5
6, 5, 5, 5, 8
1501VIMA: General Robot Manipulation with Multimodal Prompts5.505.501.800.00
3, 6, 5, 8
3, 6, 5, 8
1502AUTOJOIN: 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
1503The power of choices in decision tree learning5.505.501.800.00
6, 3, 8, 5
6, 3, 8, 5
1504Boosting Adversarial Transferability using Dynamic Cues5.505.500.500.00
6, 5, 5, 6
6, 5, 5, 6
1505MOAT: Alternating Mobile Convolution and Attention Brings Strong Vision Models5.505.500.500.00
6, 5, 6, 5
6, 5, 6, 5
1506Part-Based Models Improve Adversarial Robustness5.505.750.430.25
6, 5, 6, 5
6, 6, 6, 5
1507Extremely Simple Activation Shaping for Out-of-Distribution Detection5.506.002.120.50
5, 8, 6, 3
5, 8, 8, 3
1508Hebbian and Gradient-based Plasticity Enables Robust Memory and Rapid Learning in RNNs5.506.000.000.50
5, 6, 5, 6
6, 6, 6, 6
1509Equivariant Hypergraph Diffusion Neural Operators5.505.750.430.25
6, 5, 6, 5
6, 5, 6, 6
1510Biases in Evaluation of Molecular Optimization Methods and Bias Reduction Strategies5.505.751.790.25
3, 5, 6, 8
3, 6, 6, 8
1511Neural Agents Struggle to Take Turns in Bidirectional Emergent Communication5.505.501.800.00
8, 6, 3, 5
8, 6, 3, 5
1512Observational 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
1513Prompting GPT-3 To Be Reliable5.505.500.500.00
5, 6, 5, 6
5, 6, 5, 6
1514Turning 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
1515Neural Lagrangian Schr'{o}dinger Bridge: Diffusion Modeling for Population Dynamics5.505.500.500.00
5, 6, 5, 6
5, 6, 5, 6
1516Warping the Space: Weight Space Rotation for Class-Incremental Few-Shot Learning5.506.751.301.25
5, 3, 6, 8
8, 5, 6, 8
1517Jointly Learning Visual and Auditory Speech Representations from Raw Data5.506.251.090.75
8, 5, 3, 6
8, 5, 6, 6
1518On the Feasibility of Cross-Task Transfer with Model-Based Reinforcement Learning5.506.000.000.50
5, 6, 6, 5
6, 6, 6, 6
1519Reduce, Reuse, Recycle: Compositional Generation with Energy-Based Diffusion Models and MCMC5.505.500.500.00
5, 6, 5, 6
5, 6, 5, 6
1520Discovering Policies with DOMiNO5.506.000.000.50
5, 6, 6, 5
6, 6, 6, 6
1521Improving Out-of-distribution Generalization with Indirection Representations5.505.751.790.25
6, 5, 3, 8
6, 6, 3, 8
1522SWARM 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
1523Sinkhorn Discrepancy for Counterfactual Generalization5.505.500.500.00
6, 5, 6, 5
6, 5, 6, 5
1524Distributional Meta-Gradient Reinforcement Learning5.506.251.090.75
5, 8, 6, 3
6, 8, 6, 5
1525Interval-based Offline Policy Evaluation without Sufficient Exploration or Realizability5.505.501.800.00
8, 3, 5, 6
8, 3, 5, 6
1526Dense Correlation Fields for Motion Modeling in Action Recognition5.505.501.800.00
8, 3, 6, 5
8, 3, 6, 5
1527CBLab: Scalable Traffic Simulation with Enriched Data Supporting5.506.500.871.00
8, 5, 6, 3
8, 6, 6, 6
1528Time to augment visual self-supervised learning5.505.501.800.00
5, 3, 6, 8
5, 3, 6, 8
1529Towards Lightweight, Model-Agnostic and Diversity-Aware Active Anomaly Detection5.506.001.220.50
5, 8, 3, 6
5, 8, 5, 6
1530Switching One-Versus-the-Rest Loss to Increase Logit Margins for Adversarial Robustness5.505.500.500.00
6, 5, 5, 6
6, 5, 5, 6
1531Q-Pensieve: Boosting Sample Efficiency of Multi-Objective RL Through Memory Sharing of Q-Snapshots5.505.500.500.00
6, 5, 6, 5
6, 5, 6, 5
1532Learning Invariant Features for Online Continual Learning5.506.002.120.50
8, 5, 3, 6
8, 5, 3, 8
1533ODAM: Gradient-based Instance-Specific Visual Explanations for Object Detection5.505.500.500.00
6, 5, 5, 6
6, 5, 5, 6
1534Unsupervised Object-Centric Learning with Bi-level Optimized Query Slot Attention5.505.001.22-0.50
8, 6, 3, 5
6, 6, 3, 5
1535EUCLID: Towards Efficient Unsupervised Reinforcement Learning with Multi-choice Dynamics Model5.505.500.500.00
5, 6, 6, 5
5, 6, 6, 5
1536Smoothed-SGDmax: A Stability-Inspired Algorithm to Improve Adversarial Generalization5.505.500.500.00
6, 5, 5, 6
6, 5, 5, 6
1537Learning to Generate All Feasible Actions5.505.501.800.00
8, 5, 6, 3
8, 5, 6, 3
1538Empirical Study of Pre-training a Backbone for 3D Human Pose and Shape Estimation5.505.500.500.00
6, 5, 6, 5
6, 5, 6, 5
1539Class Prototype-based Cleaner for Label Noise Learning5.505.502.500.00
3, 3, 8, 8
3, 3, 8, 8
1540AutoShot: 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
1541ILA-DA: Improving Transferability of Intermediate Level Attack with Data Augmentation5.505.501.800.00
6, 3, 8, 5
6, 3, 8, 5
1542A Closer Look at the Calibration of Differentially Private Learners5.505.500.500.00
6, 5, 6, 5
6, 5, 6, 5
1543Schema Inference for Interpretable Image Classification5.505.750.430.25
6, 5, 6, 5
6, 5, 6, 6
1544Covariance-Robust Minimax Probability Machines for Algorithmic Recourse5.505.502.500.00
3, 8, 3, 8
3, 8, 3, 8
1545Spiking Convolutional Neural Networks for Text Classification5.505.501.800.00
6, 8, 3, 5
6, 8, 3, 5
1546Improving Language Model Pretraining with Text Structure Information5.505.501.800.00
3, 5, 8, 6
3, 5, 8, 6
1547Cluster and Landmark Attributes Infused Graph Neural Networks for Link prediction5.505.500.500.00
6, 6, 5, 5
6, 6, 5, 5
1548Learning Math Reasoning from Self-Sampled Correct and Partially-Correct Solutions5.505.500.500.00
6, 5, 5, 6
6, 5, 5, 6
1549Average Sensitivity of Decision Tree Learning5.505.500.500.00
6, 6, 5, 5
6, 6, 5, 5
1550Bridging the Gap Between Cascade and End-to-End Cross-modal Translation Models: A Zero-Shot Approach5.505.501.800.00
3, 6, 8, 5
3, 6, 8, 5
1551Learning by Distilling Context5.505.501.800.00
3, 5, 6, 8
3, 5, 6, 8
1552Structured Pruning of CNNs at Initialization5.505.500.500.00
6, 5, 5, 6
6, 5, 5, 6
1553Generating Adversarial Examples with Task Oriented Multi-Objective Optimization5.505.501.800.00
3, 8, 5, 6
3, 8, 5, 6
1554Neural Network Approximations of PDEs Beyond Linearity: Representational Perspective5.505.751.790.25
3, 5, 6, 8
3, 6, 6, 8
1555Analytical Composition of Differential Privacy via the Edgeworth Accountant5.505.001.22-0.50
5, 5, 6, 6
5, 3, 6, 6
1556Predictor-corrector algorithms for stochastic optimization under gradual distribution shift5.505.500.500.00
6, 5, 5, 6
6, 5, 5, 6
1557Learning Dynamic Query Combinations for Transformer-based Object Detection and Segmentation5.505.751.300.25
6, 5, 5, 6
5, 5, 8, 5
1558Unicom: Universal and Compact Representation Learning for Image Retrieval5.505.500.500.00
6, 5, 5, 6
6, 5, 5, 6
1559A 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
1560Trading Information between Latents in Hierarchical Variational Autoencoders5.506.251.090.75
8, 5, 6, 3
8, 5, 6, 6
1561Towards Skilled Population Curriculum for MARL5.506.000.000.50
5, 6, 5, 6
6, 6, 6, 6
1562Bringing Saccades and Fixations into Self-supervised Video Representation Learning5.506.001.220.50
6, 6, 5, 5
6, 8, 5, 5
1563Improve learning combining crowdsourced labels by weighting Areas Under the Margin5.505.500.500.00
5, 6, 5, 6
5, 6, 5, 6
1564Neural Field Discovery Disentangles Equivariance in Interacting Dynamical Systems5.505.500.500.00
6, 6, 5, 5
6, 6, 5, 5
1565An Optimal Transport Perspective on Unpaired Image Super-Resolution5.505.501.800.00
8, 6, 5, 3
8, 6, 5, 3
1566Learning Heterogeneous Interaction Strengths by Trajectory Prediction with Graph Neural Network5.505.750.430.25
6, 5, 6, 5
6, 5, 6, 6
1567Neural Volumetric Mesh Generator5.505.501.800.00
6, 3, 8, 5
6, 3, 8, 5
1568Protein Representation Learning via Knowledge Enhanced Primary Structure Reasoning5.505.750.430.25
6, 5, 5, 6
6, 6, 5, 6
1569LPMARL: Linear Programming based Implicit Task Assignment for Hierarchical Multi-agent Reinforcement Learning5.505.500.500.00
5, 5, 6, 6
5, 5, 6, 6
1570Neural Frailty Machine: Beyond proportional hazard assumption in neural survival regressions5.505.500.500.00
5, 6, 5, 6
5, 6, 5, 6
1571Basic Binary Convolution Unit for Binarized Image Restoration Network5.505.501.800.00
5, 8, 3, 6
5, 8, 3, 6
1572Sweet Gradient Matters: Designing Consistent and Efficient Estimator for Zero-Shot Neural Architecture Search5.505.250.43-0.25
5, 6, 6, 5
5, 6, 5, 5
1573Constrained Hierarchical Deep Reinforcement Learning with Differentiable Formal Specifications5.505.501.800.00
3, 5, 6, 8
3, 5, 6, 8
1574Limitations of the NTK for Understanding Generalization in Deep Learning5.505.501.800.00
6, 8, 3, 5
6, 8, 3, 5
1575Scalable Estimation of Nonparametric Markov Networks with Mixed-Type Data5.507.001.001.50
6, 5, 5, 6
6, 8, 6, 8
1576Diffusion Probabilistic Modeling of Protein Backbones in 3D for the motif-scaffolding problem5.506.001.220.50
5, 6, 6, 5
5, 6, 8, 5
1577Joint rotational invariance and adversarial training of a dual-stream Transformer yields state of the art Brain-Score for Area V45.506.002.120.50
5, 8, 6, 3
5, 8, 8, 3
1578A Unified Causal View of Domain Invariant Representation Learning5.505.500.500.00
6, 6, 5, 5
6, 6, 5, 5
1579On the Robustness of Safe Reinforcement Learning under Observational Perturbations5.505.750.430.25
5, 6, 5, 6
5, 6, 6, 6
1580Behind the Scenes of Gradient Descent: A Trajectory Analysis via Basis Function Decomposition5.506.000.000.50
5, 5, 6, 6
6, 6, 6, 6
1581T2D: Spatiotemporal Feature Learning Based on Triple 2D Decomposition5.505.501.800.00
3, 5, 8, 6
3, 5, 8, 6
1582Data-Free One-Shot Federated Learning Under Very High Statistical Heterogeneity5.505.750.430.25
6, 5, 5, 6
6, 6, 5, 6
1583An Efficient Mean-field Approach to High-Order Markov Logic5.505.501.800.00
3, 6, 5, 8
3, 6, 5, 8
1584Downstream Datasets Make Surprisingly Good Pretraining Corpora5.506.001.220.50
5, 6, 3, 8
5, 6, 5, 8
1585Unleashing Mask: Explore the Intrinsic Out-of-distribution Detection Capability5.505.501.800.00
6, 8, 5, 3
6, 8, 5, 3
1586Universal Speech Enhancement with Score-based Diffusion5.505.500.500.00
5, 6, 6, 5
5, 6, 6, 5
1587CodeT: Code Generation with Generated Tests5.506.002.120.50
8, 3, 3, 8
8, 3, 5, 8
1588AdaStride: Using Adaptive Strides in Sequential Data for Effective Downsampling5.505.500.500.00
6, 5, 5, 6
6, 5, 5, 6
1589On the Universality of Langevin Diffusion for Private Euclidean (Convex) Optimization5.505.500.500.00
5, 5, 6, 6
5, 5, 6, 6
1590Simplicial Embeddings in Self-Supervised Learning and Downstream Classification5.508.000.002.50
6, 5, 5, 6
8, 8, 8, 8
1591Thalamus: a brain-inspired algorithm for biologically-plausible continual learning and disentangled representations5.506.001.220.50
5, 5, 6, 6
5, 5, 6, 8
1592Context Autoencoder for Self-Supervised Representation Learning5.505.500.500.00
5, 5, 6, 6
5, 5, 6, 6
1593Progressive Purification for Instance-Dependent Partial Label Learning5.504.001.00-1.50
3, 8, 5, 6
3, 3, 5, 5
1594CFlowNets: Continuous control with Generative Flow Networks5.506.001.220.50
6, 5, 5, 6
8, 5, 5, 6
1595Neural Radiance Fields with Geometric Consistency for Few-Shot Novel View Synthesis5.506.501.501.00
6, 3, 5, 8
8, 5, 5, 8
1596Semi-supervised Community Detection via Structural Similarity Metrics5.506.500.871.00
8, 3, 5, 6
8, 6, 6, 6
1597Multivariate Time-series Imputation with Disentangled Temporal Representations5.505.500.500.00
6, 6, 5, 5
6, 6, 5, 5
1598LPT: Long-tailed Prompt Tuning for Image Classification5.507.001.001.50
6, 5, 6, 5
8, 8, 6, 6
1599TopoZero: Digging into Topology Alignment on Zero-Shot Learning5.505.501.800.00
3, 6, 8, 5
3, 6, 8, 5
1600Knowledge Distillation based Degradation Estimation for Blind Super-Resolution5.505.750.430.25
5, 5, 6, 6
5, 6, 6, 6
1601Temporary feature collapse phenomenon in early learning of MLPs5.505.501.800.00
6, 8, 5, 3
6, 8, 5, 3
1602Meta-Evolve: Continuous Robot Evolution for One-to-many Policy Transfer5.505.501.800.00
8, 5, 6, 3
8, 5, 6, 3
1603Learning Lightweight Object Detectors via Progressive Knowledge Distillation5.506.201.470.70
6, 5, 5, 6
8, 5, 5, 8, 5
1604Twofer: Tackling Continual Domain Shift with Simultaneous Domain Generalization and Adaptation5.506.002.120.50
6, 5, 3, 8
8, 5, 3, 8
1605VectorMapNet: End-to-end Vectorized HD Map Learning5.505.501.800.00
3, 8, 5, 6
3, 8, 5, 6
1606Domain Generalization with Small Data5.506.001.220.50
8, 3, 5, 6
8, 5, 5, 6
1607Hierarchical Prompting Improves Visual Recognition On Accuracy, Data Efficiency and Explainability5.505.250.43-0.25
6, 6, 5, 5
5, 6, 5, 5
1608Decomposing Texture and Semantics for Out-of-distribution Detection5.505.500.500.00
6, 5, 5, 6
6, 5, 5, 6
1609One Transformer Can Understand Both 2D & 3D Molecular Data5.506.251.090.75
5, 8, 3, 6
6, 8, 5, 6
1610An Analysis of Information Bottlenecks5.505.501.800.00
8, 6, 3, 5
8, 6, 3, 5
1611Everyone's Preference Changes Differently: Weighted Multi-Interest Retrieval Model5.505.501.800.00
6, 5, 8, 3
6, 5, 8, 3
1612Hierarchical Relational Learning for Few-Shot Knowledge Graph Completion5.505.501.800.00
3, 5, 8, 6
3, 5, 8, 6
1613Function-Consistent Feature Distillation5.506.002.120.50
6, 3, 8, 5
8, 3, 8, 5
1614The Devil is in the Wrongly-classified Samples: Towards Unified Open-set Recognition5.505.501.800.00
8, 6, 5, 3
8, 6, 5, 3
1615Domain Generalization via Independent Regularization from Early-branching Networks5.505.501.800.00
8, 6, 3, 5
8, 6, 3, 5
1616DELTA: DEBIASED FULLY TEST-TIME ADAPTATION5.506.000.000.50
5, 6, 5, 6
6, 6, 6, 6
1617Bit-Pruning: A Sparse Multiplication-Less Dot-Product5.506.500.871.00
3, 5, 8, 6
6, 6, 8, 6
1618KNN-Diffusion: Image Generation via Large-Scale Retrieval5.506.001.220.50
5, 5, 6, 6
5, 5, 8, 6
1619IS SYNTHETIC DATA FROM GENERATIVE MODELS READY FOR IMAGE RECOGNITION?5.506.001.220.50
5, 5, 6, 6
5, 5, 6, 8
1620IDEAL: Query-Efficient Data-Free Learning from Black-Box Models5.505.501.800.00
8, 5, 6, 3
8, 5, 6, 3
1621Succinct Compression: Lossless Compression for Fast and Memory-Efficient Deep Neural Network Inference5.505.502.500.00
3, 8, 3, 8
3, 8, 3, 8
1622BEVDistill: Cross-Modal BEV Distillation for Multi-View 3D Object Detection5.506.500.871.00
5, 5, 6, 6
6, 6, 8, 6
1623Achieve the Minimum Width of Neural Networks for Universal Approximation5.505.501.800.00
6, 3, 5, 8
6, 3, 5, 8
1624Example-based Planning via Dual Gradient Fields5.505.501.800.00
3, 8, 5, 6
3, 8, 5, 6
1625Protein structure generation via folding diffusion5.505.501.800.00
8, 3, 5, 6
8, 3, 5, 6
1626MBrain: A Multi-channel Self-Supervised Learning Framework for Brain Signals5.405.401.620.00
3, 8, 6, 5, 5
3, 8, 6, 5, 5
1627KALM: 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
1628Infusing Lattice Symmetry Priors in Neural Networks Using Soft Attention Masks5.405.600.490.20
5, 6, 5, 5, 6
6, 6, 5, 5, 6
1629Panning 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
1630Empowering Graph Representation Learning with Test-Time Graph Transformation5.405.401.620.00
5, 6, 3, 8, 5
5, 6, 3, 8, 5
1631Maximum Likelihood Learning of Energy-Based Models for Simulation-Based Inference5.405.401.620.00
3, 8, 5, 5, 6
3, 8, 5, 5, 6
1632Prompt Tuning with Prompt-aligned Gradient for Vision-Language Models5.405.401.200.00
6, 6, 3, 6, 6
6, 6, 3, 6, 6
1633Evaluating Representations with Readout Model Switching5.405.601.620.20
8, 5, 6, 5, 3
8, 5, 6, 6, 3
1634Scaling Laws For Deep Learning Based Image Reconstruction5.405.601.620.20
6, 3, 5, 5, 8
6, 3, 5, 6, 8
1635PASHA: Efficient HPO and NAS with Progressive Resource Allocation5.406.400.801.00
8, 5, 6, 3, 5
8, 6, 6, 6, 6
1636Tackling Diverse Tasks via Cross-Modal Transfer Learning5.406.401.361.00
5, 5, 3, 6, 8
5, 5, 6, 8, 8
1637On 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
1638LT-SNN: Self-Adaptive Spiking Neural Network for Event-based Classification and Object Detection5.404.801.83-0.60
8, 5, 3, 8, 3
5, 5, 3, 8, 3
1639Scaling Convex Neural Networks with Burer-Monteiro Factorization5.405.401.620.00
6, 5, 8, 3, 5
6, 5, 8, 3, 5
1640$rm A^2Q$: Aggregation-Aware Quantization for Graph Neural Networks5.405.401.620.00
6, 8, 5, 5, 3
6, 8, 5, 5, 3
1641Learning Dynamical Characteristics with Neural Operators for Data Assimilation5.405.801.940.40
8, 5, 3, 5, 6
8, 5, 3, 5, 8
1642Wav2Tok: Deep Sequence Tokenizer for Audio Retrieval5.405.401.620.00
5, 5, 3, 8, 6
5, 5, 3, 8, 6
1643Agent-Controller Representations: Principled Offline RL with Rich Exogenous Information5.405.401.620.00
8, 5, 3, 5, 6
8, 5, 3, 5, 6
1644GNNDelete: A General Unlearning Strategy for Graph Neural Networks5.405.401.620.00
6, 3, 5, 8, 5
6, 3, 5, 8, 5
1645General Neural Gauge Fields5.405.400.490.00
5, 6, 5, 6, 5
5, 6, 5, 6, 5
1646Deep Dynamic AutoEncoder for Vision BERT Pretraining5.405.600.490.20
5, 6, 5, 5, 6
5, 6, 6, 5, 6
1647DiffMimic: Efficient Motion Mimicking with Differentiable Physics5.405.800.400.40
3, 6, 6, 6, 6
5, 6, 6, 6, 6
1648Do Not Train It: A Linear Neural Architecture Search of Graph Neural Networks5.405.400.490.00
5, 5, 6, 6, 5
5, 5, 6, 6, 5
1649ModelAngelo: Automated Model Building for Cryo-EM Maps5.405.801.170.40
6, 5, 3, 8, 5
6, 5, 5, 8, 5
1650UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers5.335.670.470.33
6, 5, 5
6, 5, 6
1651Convergence is Not Enough: Average-Case Performance of No-Regret Learning Dynamics5.335.332.050.00
8, 5, 3
8, 5, 3
1652Simple Spectral Graph Convolution from an Optimization Perspective5.334.751.09-0.58
6, 5, 5
6, 5, 5, 3
1653Doing Fast Adaptation Fast: Conditionally Independent Deep Ensembles for Distribution Shifts5.335.330.470.00
5, 5, 6
5, 5, 6
1654RuDar: Weather Radar Dataset for Precipitation Nowcasting with Geographical and Seasonal Variability5.335.330.470.00
5, 6, 5
5, 6, 5
1655HyPHEN: A Hybrid Packing Method and Optimizations for Homomorphic Encryption-Based Neural Network5.335.330.470.00
6, 5, 5
6, 5, 5
1656Unveiling the sampling density in non-uniform geometric graphs5.336.001.220.67
5, 6, 5
8, 6, 5, 5
1657Geometrically regularized autoencoders for non-Euclidean data5.335.330.470.00
6, 5, 5
6, 5, 5
1658Evolving Populations of Diverse RL Agents with MAP-Elites5.335.330.470.00
6, 5, 5
6, 5, 5
1659Mid-Vision Feedback for Convolutional Neural Networks5.335.332.050.00
8, 3, 5
8, 3, 5
1660Prefer to Classify: Improving Text Classifier via Pair-wise Preference Learning5.335.332.050.00
5, 8, 3
5, 8, 3
1661Editing models with task arithmetic5.335.330.470.00
5, 6, 5
5, 6, 5
1662Context-Aware Image Completion5.335.330.470.00
6, 5, 5
6, 5, 5
1663Architecture Matters in Continual Learning5.335.332.050.00
3, 8, 5
3, 8, 5
1664Efficient Data Subset Selection to Generalize Training Across Models: Transductive and Inductive Networks5.335.330.470.00
5, 6, 5
5, 6, 5
1665Raisin: Residual Algorithms for Versatile Offline Reinforcement Learning5.335.330.470.00
5, 5, 6
5, 5, 6
1666Learning Shareable Bases for Personalized Federated Image Classification5.335.330.470.00
6, 5, 5
6, 5, 5
1667Learning Mixture Models with Simultaneous Data Partitioning and Parameter Estimation5.335.330.470.00
5, 5, 6
5, 5, 6
1668Neural Bregman Divergences for Distance Learning5.336.002.120.67
5, 8, 3
5, 8, 3, 8
1669Offline Reinforcement Learning from Heteroskedastic Data Via Support Constraints5.335.670.470.33
6, 5, 5
6, 6, 5
1670Bias Propagation in Federated Learning5.335.670.470.33
6, 5, 5
6, 5, 6
1671LUNA: Language as Continuing Anchors for Referring Expression Comprehension5.335.330.470.00
5, 6, 5
5, 6, 5
1672Many-Body Approximation for Tensors5.335.673.300.33
8, 3, 5
8, 8, 1
1673What do large networks memorize?5.335.670.470.33
5, 5, 6
6, 5, 6
1674Linear Mode Connectivity of Deep Neural Networks via Permutation Invariance and Renormalization5.335.672.050.33
5, 3, 8
6, 3, 8
1675Differentially Private Diffusion Models5.335.332.050.00
8, 5, 3
8, 5, 3
1676Teaching Algorithmic Reasoning via In-context Learning5.336.001.410.67
5, 3, 8
5, 5, 8
1677Instruction-Following Agents with Jointly Pre-Trained Vision-Language Models5.335.330.470.00
5, 6, 5
5, 6, 5
1678GPTQ: Accurate Quantization for Generative Pre-trained Transformers5.335.670.470.33
5, 5, 6
5, 6, 6
1679A new characterization of the edge of stability based on a sharpness measure aware of batch gradient distribution5.335.670.470.33
6, 5, 5
6, 6, 5
1680Continual Post-Training of Language Models5.336.002.120.67
8, 3, 5
8, 3, 5, 8
1681Min-Max Multi-objective Bilevel Optimization with Applications in Robust Machine Learning5.335.330.470.00
5, 6, 5
5, 6, 5
1682Spotlight: Mobile UI Understanding using Vision-Language Models with a Focus5.335.330.470.00
5, 6, 5
5, 6, 5
1683Data Subset Selection via Machine Teaching5.335.330.470.00
5, 6, 5
5, 6, 5
1684Elicitation Inference Optimization for Multi-Principal-Agent Alignment5.335.330.470.00
5, 6, 5
5, 6, 5
1685Self-Ensemble Protection: Training Checkpoints Are Good Data Protectors5.335.330.470.00
6, 5, 5
6, 5, 5
1686Probability flow solution of the Fokker-Planck equation5.335.670.470.33
5, 6, 5
5, 6, 6
1687Recycling Scraps: Improving Private Learning by Leveraging Intermediate Checkpoints5.335.330.470.00
5, 6, 5
5, 6, 5
1688BC-IRL: Learning Generalizable Reward Functions from Demonstrations5.336.332.361.00
3, 5, 8
3, 8, 8
1689Provable Robustness against Wasserstein Distribution Shifts via Input Randomization5.336.000.000.67
5, 6, 5
6, 6, 6
1690Deep Learning From Crowdsourced Labels: Coupled Cross-Entropy Minimization, Identifiability, and Regularization5.335.670.470.33
6, 5, 5
6, 6, 5
1691A Kernel-Based View of Language Model Fine-Tuning5.335.330.470.00
6, 5, 5
6, 5, 5
1692Learning Multiobjective Program Through Online Learning5.335.332.050.00
3, 5, 8
3, 5, 8
1693ESCHER: Eschewing Importance Sampling in Games by Computing a History Value Function to Estimate Regret5.335.670.470.33
5, 5, 6
6, 5, 6
1694The Challenges of Exploration for Offline Reinforcement Learning5.335.330.470.00
5, 6, 5
5, 6, 5
1695Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Approach5.338.000.002.67
8, 5, 3
8, 8, 8
1696Accelerated Single-Call Methods for Constrained Min-Max Optimization5.335.332.050.00
3, 8, 5
3, 8, 5
1697Understanding the Complexity Gains of Contextual Multi-task RL with Curricula5.335.670.470.33
5, 6, 5
6, 6, 5
1698Expected Probabilistic Hierarchies5.335.330.470.00
5, 6, 5
5, 6, 5
1699SP2 : A Second Order Stochastic Polyak Method5.335.670.470.33
5, 6, 5
6, 6, 5
1700Improved Group Robustness via Classifier Retraining on Independent Splits5.335.670.470.33
5, 6, 5
6, 6, 5
1701Density Sketches for Sampling and Estimation5.335.330.470.00
5, 5, 6
5, 5, 6
1702Beyond Link Prediction: On Pre-Training Knowledge Graph Embeddings5.335.330.470.00
5, 6, 5
5, 6, 5
1703Univariate vs Multivariate Time Series Forecasting with Transformers5.335.330.470.00
6, 5, 5
6, 5, 5
1704On the optimization and generalization of overparameterized implicit neural networks5.335.330.470.00
5, 5, 6
5, 5, 6
1705Learning to Unlearn: Instance-wise Unlearning for Pre-trained Classifiers5.335.332.050.00
8, 5, 3
8, 5, 3
17063D Neural Embedding Likelihood for Robust Sim-to-Real Transfer in Inverse Graphics5.335.330.470.00
6, 5, 5
6, 5, 5
1707MACTA: A Multi-agent Reinforcement Learning Approach for Cache Timing Attacks and Detection5.335.330.470.00
6, 5, 5
6, 5, 5
1708Towards a Unified Theoretical Understanding of Non-contrastive Learning via Rank Differential Mechanism5.335.670.470.33
5, 6, 5
6, 6, 5
1709AE-FLOW: Autoencoders with Normalizing Flows for Medical Images Anomaly Detection5.336.670.941.33
3, 5, 8
6, 6, 8
1710Causal Mean Field Multi-Agent Reinforcement Learning5.335.330.470.00
5, 5, 6
5, 5, 6
1711Towards Robust Model Watermark via Reducing Parametric Vulnerability5.335.332.050.00
3, 5, 8
3, 5, 8
1712On the Robustness of Dataset Inference5.335.332.050.00
3, 8, 5
3, 8, 5
1713Towards Conditionally Dependent Masked Language Models5.335.330.470.00
5, 6, 5
5, 6, 5
1714DAVA: Disentangling Adversarial Variational Autoencoder5.336.000.000.67
5, 6, 5
6, 6, 6
1715Online Low Rank Matrix Completion5.337.330.942.00
3, 8, 5
6, 8, 8
1716Keypoint Matching via Random Network Consensus5.335.332.050.00
3, 5, 8
3, 5, 8
1717Private and Efficient Meta-Learning with Low Rank and Sparse decomposition5.335.330.470.00
5, 5, 6
5, 5, 6
1718On discrete symmetries of robotics systems: A group-theoretic and data-driven analysis5.335.330.470.00
5, 5, 6
5, 5, 6
1719BO-Muse: A Human expert and AI teaming framework for accelerated experimental design5.335.330.470.00
6, 5, 5
6, 5, 5
1720Policy-Based Self-Competition for Planning Problems5.337.330.942.00
3, 5, 8
8, 6, 8
1721Bayesian Oracle for bounding information gain in neural encoding models5.335.670.470.33
5, 5, 6
6, 5, 6
1722Unsupervised Performance Predictor for Architecture Search5.335.330.470.00
5, 5, 6
5, 5, 6
1723Learning Reduced Fluid Dynamics5.335.332.050.00
3, 5, 8
3, 5, 8
1724Confident Sinkhorn Allocation for Pseudo-Labeling5.335.330.470.00
6, 5, 5
6, 5, 5
1725UTC-IE: A Unified Token-pair Classification Architecture for Information Extraction5.335.332.050.00
3, 5, 8
3, 5, 8
1726UNDERSTANDING PURE CLIP GUIDANCE FOR VOXEL GRID NERF MODELS5.335.330.470.00
6, 5, 5
6, 5, 5
1727Learning to Predict Parameter for Unseen Data5.335.330.470.00
5, 5, 6
5, 5, 6
1728BinSGDM: Extreme One-Bit Quantization for Communication Efficient Large-Scale Distributed Training5.335.330.470.00
6, 5, 5
6, 5, 5
1729Free Lunch for Domain Adversarial Training: Environment Label Smoothing5.335.670.470.33
5, 6, 5
6, 6, 5
1730One-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
1731Learning to Extrapolate: A Transductive Approach5.335.332.050.00
5, 8, 3
5, 8, 3
1732Detecting and Mitigating Indirect Stereotypes in Word Embeddings5.335.330.470.00
5, 5, 6
5, 5, 6
1733ASGNN: Graph Neural Networks with Adaptive Structure5.335.670.470.33
5, 5, 6
6, 5, 6
1734Spatial reasoning as Object Graph Energy Minimization5.335.330.470.00
5, 5, 6
5, 5, 6
1735BAT-Chain: Bayesian-Aware Transport Chain for Topic Hierarchies Discovery5.335.330.470.00
6, 5, 5
6, 5, 5
1736Exact Representation of Sparse Networks with Symmetric Nonnegative Embeddings5.335.330.470.00
6, 5, 5
6, 5, 5
1737Neural DAG Scheduling via One-Shot Priority Sampling5.336.001.410.67
5, 6, 5
5, 8, 5
1738Bias Amplification Improves Worst-Group Accuracy without Group Information5.335.330.470.00
5, 5, 6
5, 5, 6
1739A CMDP-within-online framework for Meta-Safe Reinforcement Learning5.335.332.050.00
3, 5, 8
3, 5, 8
1740Conditional Permutation Invariant Flows5.335.330.470.00
5, 5, 6
5, 5, 6
1741Learned Neural Network Representations are Spread Diffusely with Redundancy5.335.670.470.33
5, 5, 6
6, 5, 6
1742Multi-Segmental Informational Coding for Self-Supervised Representation Learning5.335.330.470.00
6, 5, 5
6, 5, 5
1743Learning to Segment from Noisy Annotations: A Spatial Correction Approach5.335.670.470.33
6, 5, 5
6, 6, 5
1744DiP-GNN: Discriminative Pre-Training of Graph Neural Networks5.335.330.470.00
6, 5, 5
6, 5, 5
1745Faster Reinforcement Learning with Value Target Lower Bounding5.335.330.470.00
5, 6, 5
5, 6, 5
1746Quasi-optimal Learning with Continuous Treatments5.336.331.251.00
5, 6, 5
5, 8, 6
1747On Structural Expressive Power of Graph Transformers5.335.672.050.33
8, 5, 3
8, 6, 3
1748Learning Critically in Federated Learning with Noisy and Heterogeneous Clients5.335.250.43-0.08
5, 6, 5
5, 6, 5, 5
1749Deep Evidential Reinforcement Learning for Dynamic Recommendations5.335.332.050.00
3, 8, 5
3, 8, 5
1750SuperWeight Ensembles: Automated Compositional Parameter Sharing Across Diverse Architechtures5.335.330.470.00
6, 5, 5
6, 5, 5
1751Robust Self-Supervised Learning with Lie Groups5.335.332.050.00
5, 3, 8
5, 3, 8
1752D4FT: A Deep Learning Approach to Kohn-Sham Density Functional Theory5.335.330.470.00
6, 5, 5
6, 5, 5
1753Differentially Private Optimization on Large Model at Small Cost5.335.330.470.00
5, 6, 5
5, 6, 5
1754Contrastive Value Learning: Implicit Models for Simple Offline RL5.335.332.050.00
3, 8, 5
3, 8, 5
1755Normalizing Flows for Interventional Density Estimation5.335.330.470.00
6, 5, 5
6, 5, 5
1756GuoFeng: A Discourse-aware Evaluation Benchmark for Language Understanding, Translation and Generation5.335.332.050.00
8, 3, 5
8, 3, 5
1757SpectraNet: multivariate forecasting and imputation under distribution shifts and missing data5.335.332.050.00
8, 5, 3
8, 5, 3
1758Benchmarking Constraint Inference in Inverse Reinforcement Learning5.335.670.470.33
5, 5, 6
5, 6, 6
1759Forward and Backward Lifelong Learning with Time-dependent Tasks5.335.330.470.00
5, 6, 5
5, 6, 5
1760Homeomorphism Alignment in Two Spaces for Unsupervised Domain Adaptation5.335.330.470.00
5, 5, 6
5, 5, 6
1761FEAT: A general framework for Feature-aware Multivariate Time-series Representation Learning5.335.330.470.00
5, 5, 6
5, 5, 6
1762RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank5.335.330.470.00
5, 6, 5
5, 6, 5
1763Label-distribution-agnostic Ensemble Learning on Federated Long-tailed Data5.335.670.470.33
6, 5, 5
6, 5, 6
1764Masked Vector Quantization5.335.333.300.00
3, 3, 10
3, 3, 10
1765Measuring Image Complexity as a Discrete Hierarchy using MDL Clustering5.335.330.470.00
5, 5, 6
5, 5, 6
1766Agent Prioritization with Interpretable Relation for Trajectory Prediction5.335.330.470.00
5, 5, 6
5, 5, 6
1767Maximizing Spatio-Temporal Entropy of Deep 3D CNNs for Efficient Video Recognition5.336.331.251.00
3, 5, 8
6, 5, 8
1768Latent State Marginalization as a Low-cost Approach to Improving Exploration5.335.330.470.00
5, 5, 6
5, 5, 6
1769Supernet Training for Federated Image Classification Under System Heterogeneity5.335.330.470.00
5, 6, 5
5, 6, 5
1770Generalizable Person Re-identification Without Demographics5.336.000.000.67
6, 5, 5
6, 6, 6
1771Behavior Prior Representation learning for Offline Reinforcement Learning5.335.672.050.33
3, 5, 8
3, 6, 8
1772How Does Adaptive Optimization Impact Local Neural Network Geometry?5.335.670.470.33
5, 6, 5
5, 6, 6
1773Concentric Ring Loss for Face Forgery Detection5.335.332.050.00
8, 3, 5
8, 3, 5
1774Relational Curriculum Learning for Graph Neural Networks5.335.670.470.33
5, 6, 5
6, 6, 5
1775ACMP: Allen-Cahn Message Passing with Attractive and Repulsive Forces for Graph Neural Networks5.336.000.000.67
5, 6, 5
6, 6, 6
1776An Upper Bound for the Distribution Overlap Index and Its Applications5.335.330.470.00
6, 5, 5
6, 5, 5
1777Retrieval-based Controllable Molecule Generation5.335.330.470.00
6, 5, 5
6, 5, 5
1778Data Drift Correction via Time-varying Importance Weight Estimator5.335.001.00-0.33
5, 6, 5
5, 6, 5, 6, 3, 5
1779Solving and Learning non-Markovian Stochastic Control problems in continuous-time with Neural RDEs5.335.000.00-0.33
6, 5, 5
5, 5, 5
1780Sequential Latent Variable Models for Few-Shot High-Dimensional Time-Series Forecasting5.335.330.470.00
5, 5, 6
5, 5, 6
1781On the Fast Convergence of Unstable Reinforcement Learning Problems5.334.671.25-0.67
5, 6, 5
5, 6, 3
1782Universal approximation and model compression for radial neural networks5.335.330.470.00
6, 5, 5
6, 5, 5
1783Learn Low-dimensional Shortest-path Representation of Large-scale and Complex Graphs5.335.330.470.00
5, 5, 6
5, 5, 6
1784Generalized Sum Pooling for Metric Learning5.335.330.470.00
6, 5, 5
6, 5, 5
1785Learning to Estimate Single-View Volumetric Flow Motions without 3D Supervision5.335.330.470.00
5, 5, 6
5, 5, 6
1786$Delta$-PINNs: physics-informed neural networks on complex geometries5.335.332.050.00
8, 5, 3
8, 5, 3
1787Temperature Schedules for self-supervised contrastive methods on long-tail data5.337.330.942.00
6, 5, 5
8, 6, 8
1788SUG: Single-dataset Unified Generalization for 3D Point Cloud Classification5.335.332.050.00
3, 8, 5
3, 8, 5
1789Provably Learning Diverse Features in Multi-View Data with Midpoint Mixup5.335.332.050.00
8, 3, 5
8, 3, 5
1790Identifying Weight-Variant Latent Causal Models5.335.331.490.00
5, 5, 8, 3, 6, 5
5, 5, 8, 3, 6, 5
1791Can CNNs Be More Robust Than Transformers?5.336.331.251.00
8, 5, 3
8, 5, 6
1792Rethinking Graph Lottery Tickets: Graph Sparsity Matters5.335.330.470.00
6, 5, 5
6, 5, 5
1793On the Universal Approximation Property of Deep Fully Convolutional Neural Networks5.335.330.470.00
5, 5, 6
5, 5, 6
1794Universal Vision-Language Dense Retrieval: Learning A Unified Representation Space for Multi-Modal Retrieval5.335.330.470.00
6, 5, 5
6, 5, 5
1795Continual Learning In Low-coherence Subspace: A Strategy To Mitigate Learning Capacity Degradation5.335.330.470.00
5, 6, 5
5, 6, 5
1796GSCA: Global Spatial Correlation Attention5.335.330.470.00
6, 5, 5
6, 5, 5
1797Understanding Incremental Learning of Gradient Descent: A Fine-grained analysis of Matrix Sensing5.335.332.050.00
3, 5, 8
3, 5, 8
1798Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models5.335.330.470.00
6, 5, 5
6, 5, 5
1799Critical Sampling for Robust Evolution Behavior Learning of Unknown Dynamical Systems5.335.332.050.00
3, 8, 5
3, 8, 5
1800Effective Cross-instance Positive Relations for Generalized Category Discovery5.335.330.470.00
5, 5, 6
5, 5, 6
1801Assessing Model Out-of-distribution Generalization with Softmax Prediction Probability Baselines and A Correlation Method5.335.330.470.00
6, 5, 5
6, 5, 5
1802Progressive Compressed Auto-Encoder for Self-supervised Representation Learning5.336.170.900.83
6, 6, 6, 6, 3, 5
6, 6, 6, 8, 6, 5
1803Knowledge-driven Scene Priors for Semantic Audio-Visual Embodied Navigation5.335.670.470.33
5, 6, 5
5, 6, 6
1804Distribution Aware Metrics for Conditional Natural Language Generation5.335.670.470.33
5, 5, 6
5, 6, 6
1805Recommender Transformers with Behavior Pathways5.335.330.470.00
5, 6, 5
5, 6, 5
1806Filter-Recovery Network for Multi-Speaker Audio-Visual Speech Separation5.335.330.470.00
6, 5, 5
6, 5, 5
1807Deep Physics-based Deformable Models for Efficient Shape Abstractions5.335.330.470.00
6, 5, 5
6, 5, 5
1808Linear Convergence of Natural Policy Gradient Methods with Log-Linear Policies5.336.251.090.92
6, 5, 5
6, 5, 6, 8
1809Active Learning with Controllable Augmentation Induced Acquisition5.335.332.050.00
5, 8, 3
5, 8, 3
1810Nearly Minimax Optimal Offline Reinforcement Learning with Linear Function Approximation: Single-Agent MDP and Markov Game5.335.670.470.33
5, 5, 6
6, 5, 6
1811Mind the Gap: Offline Policy Optimizaiton for Imperfect Rewards5.336.001.410.67
8, 5, 3
8, 5, 5
1812Time Series are Images: Vision Transformer for Irregularly Sampled Time Series5.335.332.050.00
8, 5, 3
8, 5, 3
1813Understanding Self-Supervised Pretraining with Part-Aware Representation Learning5.335.670.470.33
6, 5, 5
6, 5, 6
1814Volumetric Optimal Transportation by Fast Fourier Transform5.335.332.050.00
3, 8, 5
3, 8, 5
1815Robustness Exploration of Semantic Information in Adversarial Training5.335.330.470.00
5, 6, 5
5, 6, 5
1816Learning GFlowNets from partial episodes for improved convergence and stability5.335.000.00-0.33
5, 6, 5
5, 5, 5
1817Boosting Out-of-Distribution Detection with Multiple Pre-trained Models5.335.330.470.00
5, 6, 5
5, 6, 5
1818Confidence and Dispersity Speak: Characterising Prediction Matrix for Unsupervised Accuracy Estimation5.335.672.050.33
3, 5, 8
3, 6, 8
1819Molecular Geometry Pretraining with SE(3)-Invariant Denoising Distance Matching5.335.670.470.33
5, 5, 6
6, 5, 6
1820Understanding the Training Dynamics in Federated Deep Learning via Aggregation Weight Optimization5.335.330.470.00
5, 5, 6
5, 5, 6
1821ONLINE RESTLESS BANDITS WITH UNOBSERVED STATES5.255.500.500.25
5, 5, 6, 5
6, 5, 6, 5
1822Learning Representations for Reinforcement Learning with Hierarchical Forward Models5.255.750.430.50
3, 6, 6, 6
5, 6, 6, 6
1823Randomized Sharpness-Aware Training for Boosting Computational Efficiency in Deep Learning5.255.751.300.50
5, 3, 5, 8
5, 5, 5, 8
1824Light and Accurate: Neural Architecture Search via Two Constant Shared Weights Initialisations5.255.250.430.00
5, 6, 5, 5
5, 6, 5, 5
1825Protein Sequence and Structure Co-Design with Equivariant Translation5.256.000.000.75
6, 6, 3, 6
6, 6, 6, 6
1826Regression with Label Differential Privacy5.257.001.001.75
1, 6, 8, 6
6, 6, 8, 8
1827Backpropagation through Combinatorial Algorithms: Identity with Projection Works5.255.751.790.50
3, 5, 5, 8
3, 6, 6, 8
1828GradientMix: A Simple yet Effective Regularization for Large Batch Training5.255.250.430.00
5, 6, 5, 5
5, 6, 5, 5
1829Towards Learning Implicit Symbolic Representation for Visual Reasoning5.255.751.300.50
5, 5, 6, 5
5, 5, 8, 5
1830SKTformer: A Skeleton Transformer for Long Sequence Data5.255.251.300.00
6, 3, 6, 6
6, 3, 6, 6
1831Specformer: Spectral Graph Neural Networks Meet Transformers5.255.250.430.00
5, 6, 5, 5
5, 6, 5, 5
1832MetaP: How to Transfer Your Knowledge on Learning Hidden Physics5.255.250.430.00
5, 5, 6, 5
5, 5, 6, 5
1833CommsVAE: Learning the brain's macroscale communication dynamics using coupled sequential VAEs5.255.250.430.00
5, 5, 5, 6
5, 5, 5, 6
1834Long Term Fairness via Performative Distributionally Robust Optimization5.255.251.790.00
5, 3, 8, 5
5, 3, 8, 5
1835Multi-View Masked Autoencoders for Visual Control5.255.250.430.00
5, 5, 6, 5
5, 5, 6, 5
1836Safe Exploration Incurs Nearly No Additional Sample Complexity for Reward-Free RL5.256.001.220.75
8, 3, 5, 5
8, 6, 5, 5
18373D-IntPhys: Learning 3D Visual Intuitive Physics for Fluids, Rigid Bodies, and Granular Materials5.255.252.860.00
10, 3, 5, 3
10, 3, 5, 3
1838Benchmarking Algorithms for Domain Generalization in Federated Learning5.255.500.500.25
6, 5, 5, 5
6, 5, 5, 6
1839Continual Learning Based on Sub-Networks and Task Similarity5.254.751.09-0.50
5, 6, 5, 5
5, 6, 3, 5
1840Heavy-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
1841Efficient parametric approximations of neural net function space distance5.255.751.300.50
8, 5, 3, 5
8, 5, 5, 5
1842Cramming: Training a language model on a single GPU in one day5.255.500.500.25
5, 5, 5, 6
6, 5, 5, 6
1843Probabilistic Categorical Adversarial Attack and Adversarial Training5.255.251.790.00
8, 5, 5, 3
8, 5, 5, 3
1844Dissecting adaptive methods in GANs5.255.251.790.00
8, 5, 5, 3
8, 5, 5, 3
1845Robustness for Free: Adversarially Robust Anomaly Detection Through Diffusion Model5.255.250.430.00
5, 6, 5, 5
5, 6, 5, 5
1846ErrorAug: Making Errors to Find Errors in Semantic Segmentation5.255.250.430.00
6, 5, 5, 5
6, 5, 5, 5
1847When is Offline Hyperparameter Selection Feasible for Reinforcement Learning?5.255.500.500.25
5, 5, 5, 6
6, 5, 5, 6
1848Denoising Diffusion Samplers5.255.250.430.00
5, 6, 5, 5
5, 6, 5, 5
1849Model-free Reinforcement Learning that Transfers Using Random Reward Features5.255.251.790.00
5, 3, 5, 8
5, 3, 5, 8
1850Progressive Mix-Up for Few-Shot Supervised Multi-Source Domain Transfer5.256.001.220.75
5, 5, 6, 5
8, 5, 6, 5
1851Brain-like representational straightening of natural movies in robust feedforward neural networks5.257.330.942.08
6, 3, 6, 6
8, 8, 6
1852Using Both Demonstrations and Language Instructions to Efficiently Learn Robotic Tasks5.256.001.220.75
5, 5, 3, 8
5, 5, 6, 8
1853Calibrating the Rigged Lottery: Making All Tickets Reliable5.255.751.300.50
8, 3, 5, 5
8, 5, 5, 5
1854Open-Vocabulary Panoptic Segmentation MaskCLIP5.255.250.430.00
5, 6, 5, 5
5, 6, 5, 5
1855Laser: Latent Set Representations for 3D Generative Modeling5.255.250.430.00
5, 5, 6, 5
5, 5, 6, 5
1856Finding 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
1857Fake It Until You Make It : Towards Accurate Near-Distribution Novelty Detection5.255.251.300.00
6, 3, 6, 6
6, 3, 6, 6
1858Generative Pretraining for Black-Box Optimization5.255.250.430.00
5, 6, 5, 5
5, 6, 5, 5
1859The 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
1860Neural multi-event forecasting on spatio-temporal point processes using probabilistically enriched transformers5.255.251.790.00
5, 5, 3, 8
5, 5, 3, 8
1861Detecting Small Query Graphs in A Large Graph via Neural Subgraph Search5.255.250.430.00
6, 5, 5, 5
6, 5, 5, 5
1862Planning with Language Models through Iterative Energy Minimization5.255.251.300.00
6, 6, 3, 6
6, 6, 3, 6
1863Grammar-Induced Geometry for Data-Efficient Molecular Property Prediction5.255.500.500.25
5, 6, 5, 5
6, 6, 5, 5
1864Joint-Predictive Representations for Multi-Agent Reinforcement Learning5.255.251.300.00
6, 6, 6, 3
6, 6, 6, 3
1865Learning implicit hidden Markov models using neural likelihood-free inference5.255.501.800.25
3, 5, 8, 5
3, 6, 8, 5
1866Making Better Decision by Directly Planning in Continuous Control5.257.500.872.25
6, 6, 3, 6
8, 8, 6, 8
1867Heterogeneous Neuronal and Synaptic Dynamics for Spike-Efficient Unsupervised Learning: Theory and Design Principles5.256.251.091.00
5, 8, 3, 5
6, 8, 5, 6
1868Shuffled Transformers for Blind Training5.255.251.790.00
3, 5, 8, 5
3, 5, 8, 5
1869Hardware-aware compression with Random Operation Access Specific Tile (ROAST) hashing5.255.250.430.00
5, 5, 6, 5
5, 5, 6, 5
1870Neural Implicit Shape Editing using Boundary Sensitivity5.255.500.500.25
5, 5, 5, 6
6, 5, 5, 6
1871Amortised Invariance Learning for Contrastive Self-Supervision5.255.501.800.25
5, 5, 3, 8
5, 6, 3, 8
1872Generating Sequences by Learning to Self-Correct5.255.250.430.00
5, 5, 6, 5
5, 5, 6, 5
1873An ensemble view on mixup5.255.251.790.00
3, 5, 8, 5
3, 5, 8, 5
1874ULF: UNSUPERVISED LABELING FUNCTION CORRECTION USING CROSS-VALIDATION FOR WEAK SUPERVISION5.255.250.430.00
6, 5, 5, 5
6, 5, 5, 5
1875Stay Moral and Explore: Learn to Behave Morally in Text-based Games5.255.250.430.00
6, 5, 5, 5
6, 5, 5, 5
1876Memory-Efficient Reinforcement Learning with Priority based on Surprise and On-policyness5.255.251.790.00
5, 5, 8, 3
5, 5, 8, 3
1877Uncertainty-aware off policy learning5.255.501.800.25
3, 5, 8, 5
3, 5, 6, 8
1878Analyzing diffusion as serial reproduction5.255.251.790.00
3, 5, 8, 5
3, 5, 8, 5
1879Pseudo-label Training and Model Inertia in Neural Machine Translation5.255.251.790.00
5, 5, 8, 3
5, 5, 8, 3
1880Understanding weight-magnitude hyperparameters in training binary networks5.256.001.220.75
5, 5, 6, 5
5, 8, 6, 5
1881Graph Backup: Data Efficient Backup Exploiting Markovian Transitions5.255.250.430.00
5, 5, 6, 5
5, 5, 6, 5
1882Adversarial Driving Policy Learning by Misunderstanding the Traffic Flow5.255.250.430.00
5, 5, 6, 5
5, 5, 6, 5
1883Sequential Learning of Neural Networks for Prequential MDL5.255.250.430.00
6, 5, 5, 5
6, 5, 5, 5
1884ReaKE: Contrastive Molecular Representation Learning with Chemical Synthetic Knowledge Graph5.255.250.430.00
6, 5, 5, 5
6, 5, 5, 5
1885Parameter Averaging for SGD Stabilizes the Implicit Bias towards Flat Regions5.255.251.790.00
8, 5, 3, 5
8, 5, 3, 5
1886A New Hierarchy of Expressivity for Graph Neural Networks5.255.250.430.00
5, 6, 5, 5
5, 6, 5, 5
1887Lmser-pix2seq: Learning Stable Sketch Representations For Sketch Healing5.255.251.790.00
8, 5, 5, 3
8, 5, 5, 3
1888Consolidator: Mergable Adapter with Group Connections for Vision Transformer5.255.250.430.00
5, 5, 6, 5
5, 5, 6, 5
1889Explaining RL Decisions with Trajectories5.255.500.500.25
5, 5, 6, 5
6, 5, 6, 5
1890ProtoGNN: Prototype-Assisted Message Passing Framework for Non-Homophilous Graphs5.255.250.430.00
5, 5, 6, 5
5, 5, 6, 5
1891Two Birds, One Stone: An Equivalent Transformation for Hyper-relational Knowledge Graph Modeling5.255.251.790.00
8, 3, 5, 5
8, 3, 5, 5
1892Generalization Bounds with Arbitrary Complexity Measures5.255.250.430.00
5, 5, 6, 5
5, 5, 6, 5
1893On student-teacher deviations in distillation: does it pay to disobey?5.255.251.790.00
5, 8, 5, 3
5, 8, 5, 3
1894Merging Models Pre-Trained on Different Features with Consensus Graph5.255.251.790.00
5, 5, 8, 3
5, 5, 8, 3
1895CUTS: Neural Causal Discovery from Unstructured Time-Series Data5.255.250.430.00
5, 5, 5, 6
5, 5, 5, 6
1896On the Importance of In-distribution Class Prior for Out-of-distribution Detection5.255.251.300.00
6, 3, 6, 6
6, 3, 6, 6
1897Curved Data Representations in Deep Learning5.255.251.790.00
8, 5, 5, 3
8, 5, 5, 3
1898Learning Binary Networks on Long-Tailed Distributions5.254.752.05-0.50
8, 5, 5, 3
8, 3, 5, 3
1899Understanding Graph Contrastive Learning From A Statistical Perspective5.255.250.430.00
5, 5, 5, 6
5, 5, 5, 6
1900Stochastic Optimization under Strongly Convexity and Lipschitz Hessian: Minimax Sample Complexity5.254.002.12-1.25
6, 6, 3, 6
1, 6, 3, 6
1901Label-free Concept Bottleneck Models5.255.500.500.25
5, 5, 5, 6
6, 5, 5, 6
1902Push and Pull: Competing Feature-Prototype Interactions Improve Semi-supervised Semantic Segmentation5.255.250.430.00
5, 5, 5, 6
5, 5, 5, 6
1903A 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
1904Temporally Consistent Video Transformer for Long-Term Video Prediction5.255.250.430.00
5, 5, 5, 6
5, 5, 5, 6
1905DITTO: Offline Imitation Learning with World Models5.255.500.500.25
6, 5, 5, 5
6, 6, 5, 5
1906Disentangling the Mechanisms Behind Implicit Regularization in SGD5.255.750.430.50
3, 6, 6, 6
5, 6, 6, 6
1907Provably Efficient Lifelong Reinforcement Learning with Linear Representation5.255.750.430.50
6, 5, 5, 5
6, 6, 5, 6
1908Copula Conformal Prediction for Multi-step Time Series Forecasting5.255.251.300.00
3, 6, 6, 6
3, 6, 6, 6
1909Live in the Moment: Learning Dynamics Model Adapted to Evolving Policy5.255.250.430.00
5, 5, 5, 6
5, 5, 5, 6
1910TrajGRU-Attention-ODE: Novel Spatiotemporal Predictive Models5.255.250.430.00
6, 5, 5, 5
6, 5, 5, 5
1911Is a Caption Worth a Thousand Images? A Study on Representation Learning5.255.501.800.25
8, 5, 5, 3
8, 5, 6, 3
1912Parameter-Efficient Fine-Tuning Design Spaces5.255.501.800.25
3, 8, 5, 5
3, 8, 6, 5
1913Variational Latent Branching Model for Off-Policy Evaluation5.255.500.500.25
5, 5, 5, 6
5, 5, 6, 6
1914Polarity is all you need to learn and transfer faster5.255.251.790.00
3, 5, 5, 8
3, 5, 5, 8
1915On the Geometry of Reinforcement Learning in Continuous State and Action Spaces5.255.500.500.25
6, 5, 5, 5
6, 6, 5, 5
1916AUGMENTING ZERO-SHOT DENSE RETRIEVERS WITH PLUG-IN MIXTURE-OF-MEMORIES5.255.250.430.00
6, 5, 5, 5
6, 5, 5, 5
1917Perfectly Secure Steganography Using Minimum Entropy Coupling5.255.252.590.00
6, 8, 1, 6
6, 8, 1, 6
1918Identifiability of Label Noise Transition Matrix5.255.250.430.00
5, 5, 6, 5
5, 5, 6, 5
1919Towards Explaining Distribution Shifts5.255.250.430.00
6, 5, 5, 5
6, 5, 5, 5
1920CAMA: A New Framework for Safe Multi-Agent Reinforcement Learning Using Constraint Augmentation5.255.250.430.00
5, 5, 5, 6
5, 5, 5, 6
1921Visual Prompt Tuning For Test-time Domain Adaptation5.255.250.430.00
5, 5, 5, 6
5, 5, 5, 6
1922ReD-GCN: Revisit the Depth of Graph Convolutional Network5.255.500.500.25
6, 5, 5, 5
6, 6, 5, 5
1923Rethinking Positive Sampling for Contrastive Learning with Kernel5.255.250.430.00
5, 5, 5, 6
5, 5, 5, 6
1924FaiREE: fair classification with finite-sample and distribution-free guarantee5.255.501.800.25
8, 5, 3, 5
8, 6, 3, 5
1925Unbiased Stochastic Proximal Solver for Graph Neural Networks with Equilibrium States5.255.500.500.25
6, 5, 5, 5
6, 5, 6, 5
1926On The Implicit Bias of Weight Decay in Shallow Univariate ReLU Networks5.255.251.790.00
8, 3, 5, 5
8, 3, 5, 5
1927Improving Deep Policy Gradients with Value Function Search5.255.250.430.00
5, 5, 6, 5
5, 5, 6, 5
1928Weakly Supervised Knowledge Transfer with Probabilistic Logical Reasoning for Object Detection5.256.500.871.25
6, 8, 6, 1
6, 8, 6, 6
1929Over-parameterized Model Optimization with Polyak-{L}ojasiewicz Condition5.256.252.051.00
5, 5, 3, 8
6, 8, 3, 8
1930DPMAC: Differentially Private Communication for Cooperative Multi-Agent Reinforcement Learning5.255.250.430.00
5, 5, 6, 5
5, 5, 6, 5
1931A Curriculum Perspective to Robust Loss Functions5.255.251.300.00
3, 6, 6, 6
3, 6, 6, 6
1932Decoupled Training for Long-Tailed Classification With Stochastic Representations5.255.250.430.00
6, 5, 5, 5
6, 5, 5, 5
1933IT-NAS: Integrating Lite-Transformer into NAS for Architecture Seletion5.255.251.300.00
6, 3, 6, 6
6, 3, 6, 6
1934Simplicity bias in $1$-hidden layer neural networks5.255.500.500.25
5, 5, 5, 6
5, 6, 5, 6
1935Memory Gym: Partially Observable Challenges to Memory-Based Agents5.255.501.800.25
5, 8, 5, 3
5, 8, 6, 3
1936On 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
1937Vera Verto: Multimodal Hijacking Attack5.255.250.430.00
6, 5, 5, 5
6, 5, 5, 5
1938Joint 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
1939Model Obfuscation for Securing Deployed Neural Networks5.255.251.790.00
5, 8, 3, 5
5, 8, 3, 5
1940MultiViz: Towards Visualizing and Understanding Multimodal Models5.255.252.590.00
1, 6, 6, 8
1, 6, 6, 8
1941Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN5.255.251.790.00
5, 8, 3, 5
5, 8, 3, 5
1942New Insights for the Stability-Plasticity Dilemma in Online Continual Learning5.256.001.220.75
5, 8, 3, 5
5, 8, 5, 6
1943Ti-MAE: Self-Supervised Masked Time Series Autoencoders5.255.250.430.00
5, 5, 5, 6
5, 5, 5, 6
1944Are More Layers Beneficial to Graph Transformers?5.255.251.300.00
6, 6, 3, 6
6, 6, 3, 6
1945Clean-image Backdoor: Attacking Multi-label Models with Poisoned Labels Only5.256.000.000.75
6, 6, 3, 6
6, 6, 6, 6
1946Bandit Learning in Many-to-one Matching Markets with Uniqueness Conditions5.255.250.430.00
5, 6, 5, 5
5, 6, 5, 5
1947Predictive Inference with Feature Conformal Prediction5.255.250.430.00
5, 5, 5, 6
5, 5, 5, 6
1948OrthoReg: Improving Graph-regularized MLPs via Orthogonality Regularization5.256.001.220.75
5, 5, 6, 5
8, 5, 6, 5
1949Intrinsic Motivation via Surprise Memory5.255.251.790.00
8, 3, 5, 5
8, 3, 5, 5
1950TensorVAE: A Direct Generative Model for Molecular Conformation Generation driven by Novel Feature Engineering5.255.251.790.00
3, 5, 8, 5
3, 5, 8, 5
1951MaskFusion: Feature Augmentation for Click-Through Rate Prediction via Input-adaptive Mask Fusion5.255.251.790.00
5, 8, 3, 5
5, 8, 3, 5
1952NERDS: A General Framework to Train Camera Denoisers from Single Noisy Images5.256.252.051.00
3, 6, 6, 6
3, 8, 6, 8
1953Coverage-centric Coreset Selection for High Pruning Rates5.255.250.430.00
5, 6, 5, 5
5, 6, 5, 5
1954Chasing Better Deep Image Priors Between Over- and Under-parameterization5.255.000.00-0.25
6, 5, 5, 5
5, 5, 5, 5
1955Data Valuation Without Training of a Model5.255.251.300.00
3, 6, 6, 6
3, 6, 6, 6
1956RPM: Generalizable Behaviors for Multi-Agent Reinforcement Learning5.255.500.500.25
5, 5, 6, 5
5, 6, 6, 5
1957Speculative Decoding: Lossless Speedup of Autoregressive Translation5.255.250.430.00
5, 6, 5, 5
5, 6, 5, 5
1958Transformer Module Networks for Systematic Generalization in Visual Question Answering5.255.250.430.00
5, 5, 5, 6
5, 5, 5, 6
1959Constructive TT-representation of the tensors given as index interaction functions with applications5.255.251.300.00
6, 6, 6, 3
6, 6, 6, 3
1960VoGE: A Differentiable Volume Renderer using Gaussian Ellipsoids for Analysis-by-Synthesis5.255.251.790.00
5, 8, 3, 5
5, 8, 3, 5
1961Unravel Structured Heterogeneity of Tasks in Meta-Reinforcement Learning via Exploratory Clustering5.255.250.430.00
6, 5, 5, 5
6, 5, 5, 5
1962Find Your Friends: Personalized Federated Learning with the Right Collaborators5.255.251.300.00
6, 6, 6, 3
6, 6, 6, 3
1963Equilibrium-finding via exploitability descent with learned best-response functions5.255.001.22-0.25
5, 8, 5, 3
5, 6, 6, 3
1964Masked inverse folding with sequence transfer for protein representation learning5.255.250.430.00
6, 5, 5, 5
6, 5, 5, 5
1965FedDAR: Federated Domain-Aware Representation Learning5.255.251.300.00
6, 6, 6, 3
6, 6, 6, 3
1966Interval Bound Interpolation for Few-shot Learning with Few Tasks5.255.500.500.25
5, 5, 5, 6
6, 5, 5, 6
1967ELRT: Towards Efficient Low-Rank Training for Compact Neural Networks5.255.500.500.25
5, 5, 5, 6
6, 5, 5, 6
1968Tangential Wasserstein Projections5.255.251.300.00
3, 6, 6, 6
3, 6, 6, 6
1969SYNG4ME: Model Evaluation using Synthetic Test Data5.255.500.500.25
6, 5, 5, 5
6, 6, 5, 5
1970Long-Tailed Learning Requires Feature Learning5.256.001.220.75
5, 6, 5, 5
8, 6, 5, 5
1971Revisiting Pretraining Objectives for Tabular Deep Learning5.255.751.790.50
5, 3, 5, 8
6, 3, 6, 8
1972Single-Stage Open-world Instance Segmentation with Cross-task Consistency Regularization5.256.251.091.00
8, 5, 5, 3
8, 6, 5, 6
1973Relative Positional Encoding Family via Unitary Transformation5.255.750.430.50
3, 6, 6, 6
5, 6, 6, 6
1974Continual Vision-Language Representaion Learning with Off-Diagonal Information5.255.251.790.00
5, 5, 3, 8
5, 5, 3, 8
1975COFS: COntrollable Furniture layout Synthesis5.255.250.430.00
5, 6, 5, 5
5, 6, 5, 5
1976A Functional Perspective on Multi-Layer Out-of-Distribution Detection5.255.500.500.25
5, 6, 5, 5
6, 6, 5, 5
1977Enabling Probabilistic Inference on Large-Scale Spiking Neural Networks5.255.251.790.00
8, 5, 3, 5
8, 5, 3, 5
1978A 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
1979Communication-Efficient Federated Learning with Accelerated Client Gradient5.255.250.430.00
5, 6, 5, 5
5, 6, 5, 5
1980Ranking-Enhanced Unsupervised Sentence Representation Learning5.255.251.790.00
3, 5, 8, 5
3, 5, 8, 5
1981Revisiting Graph Adversarial Attack and Defense From a Data Distribution Perspective5.256.001.220.75
5, 5, 6, 5
6, 5, 8, 5
1982Analyzing the Latent Space of GAN through Local Dimension Estimation5.255.750.430.50
3, 6, 6, 6
5, 6, 6, 6
1983Neural Collaborative Filtering Bandits via Meta Learning5.255.251.790.00
8, 5, 5, 3
8, 5, 5, 3
1984Decoupled Mixup for Data-efficient Learning5.255.250.430.00
5, 5, 5, 6
5, 5, 5, 6
1985FAIRER: Fairness as Decision Rationale Alignment5.255.500.500.25
5, 5, 5, 6
6, 5, 5, 6
1986Bi-level Physics-Informed Neural Networks for PDE Constrained Optimization using Broyden's Hypergradients5.255.500.500.25
5, 6, 5, 5
5, 6, 5, 6
1987When Do Models Generalize? A Perspective From Data-Algorithm Compatibility5.255.750.430.50
3, 6, 6, 6
5, 6, 6, 6
1988Learning PDE Solution Operator for Continuous Modeling of Time-Series5.255.500.500.25
5, 5, 5, 6
6, 5, 5, 6
1989Trainable Weight Averaging: Efficient Training by Optimizing Historical Solutions5.256.001.220.75
3, 5, 5, 8
6, 5, 5, 8
1990Neural Radiance Field Codebooks5.256.001.220.75
5, 5, 5, 6
5, 5, 8, 6
1991Data-Efficient and Interpretable Tabular Anomaly Detection5.255.250.430.00
5, 6, 5, 5
5, 6, 5, 5
1992The Impact of Approximation Errors on Warm-Start Reinforcement Learning: A Finite-time Analysis5.255.251.300.00
6, 6, 3, 6
6, 6, 3, 6
19933D-Aware Video Generation5.255.251.790.00
5, 3, 8, 5
5, 3, 8, 5
1994Correcting 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
1995Online Placebos for Class-incremental Learning5.255.251.790.00
8, 3, 5, 5
8, 3, 5, 5
1996Entity Divider with Language Grounding in Multi-Agent Reinforcement Learning5.255.251.300.00
6, 6, 6, 3
6, 6, 6, 3
1997IEDR: A Context-aware Intrinsic and Extrinsic Disentangled Recommender System5.255.251.300.00
6, 6, 3, 6
6, 6, 3, 6
1998Exploring Chemical Space with Score-based Out-of-distribution Generation5.254.752.49-0.50
8, 3, 5, 5
8, 1, 5, 5
1999DFlow: Learning to Synthesize Better Optical Flow Datasets via a Differentiable Pipeline5.256.001.220.75
5, 5, 6, 5
5, 8, 6, 5
2000NormSoftmax: Normalize the Input of Softmax to Accelerate and Stabilize Training5.255.250.430.00
6, 5, 5, 5
6, 5, 5, 5
2001TimelyFL: Heterogeneity-aware Asynchronous Federated Learning with Adaptive Partial Training5.255.251.300.00
6, 6, 3, 6
6, 6, 3, 6
2002Graph Domain Adaptation via Theory-Grounded Spectral Regularization5.255.750.430.50
6, 6, 3, 6
6, 6, 5, 6
2003Cross Modal Domain Generalization for Query-based Video Segmentation5.254.251.30-1.00
3, 8, 5, 5
3, 6, 5, 3
2004Language Model Pre-training with Linguistically Motivated Curriculum Learning5.255.500.500.25
5, 5, 5, 6
6, 5, 5, 6
2005Your Denoising Implicit Model is a Sub-optimal Ensemble of Denoising Predictions5.255.250.430.00
5, 6, 5, 5
5, 6, 5, 5
2006InPL: Pseudo-labeling the Inliers First for Imbalanced Semi-supervised Learning5.255.251.300.00
6, 3, 6, 6
6, 3, 6, 6
2007Self-Supervised Set Representation Learning for Unsupervised Meta-Learning5.255.500.500.25
5, 6, 5, 5
5, 6, 6, 5
2008Learning Specialized Activation Functions for Physics-informed Neural Networks5.256.252.051.00
3, 8, 5, 5
3, 8, 8, 6
2009Dateformer: Transformer Extends Look-back Horizon to Predict Longer-term Time Series5.255.251.300.00
6, 6, 3, 6
6, 6, 3, 6
2010Reliability of CKA as a Similarity Measure in Deep Learning5.256.500.871.25
5, 5, 8, 3
6, 6, 8, 6
2011Comfort Zone: A Vicinal Distribution for Regression Problems5.255.251.300.00
3, 6, 6, 6
3, 6, 6, 6
2012Locally Invariant Explanations: Towards Stable and Unidirectional Explanations through Local Invariant Learning5.255.250.430.00
5, 5, 6, 5
5, 5, 6, 5
2013DBQ-SSD: Dynamic Ball Query for Efficient 3D Object Detection5.255.252.590.00
8, 6, 1, 6
8, 6, 1, 6
2014DDM$^2$: Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models5.255.252.590.00
1, 6, 6, 8
1, 6, 6, 8
2015Pareto Automatic Multi-Task Graph Representation Learning5.254.500.87-0.75
5, 8, 5, 3
5, 5, 5, 3
2016Sparse Tokens for Dense Prediction - The Medical Image Segmentation Case5.255.250.430.00
5, 5, 6, 5
5, 5, 6, 5
2017NTK-SAP: Improving neural network pruning by aligning training dynamics5.255.251.300.00
6, 3, 6, 6
6, 3, 6, 6
2018Discovering Distinctive ``Semantics'' in Super-Resolution Networks5.255.251.790.00
5, 8, 3, 5
5, 8, 3, 5
2019BQ-NCO: Bisimulation Quotienting for Generalizable Neural Combinatorial Optimization5.255.251.790.00
3, 5, 5, 8
3, 5, 5, 8
2020Distilling Cognitive Backdoor within an Image5.255.501.800.25
8, 5, 3, 5
8, 6, 3, 5
20213D generation on ImageNet5.255.751.790.50
6, 3, 6, 6
6, 3, 8, 6
2022Revisiting Higher-Order Gradient Methods for Multi-Agent Reinforcement Learning5.255.250.430.00
5, 5, 6, 5
5, 5, 6, 5
2023DIVISION: Memory Efficient Training via Dual Activation Precision5.255.251.790.00
3, 5, 8, 5
3, 5, 8, 5
2024CLIP-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
2025Provable Adaptivity in Adam5.255.251.790.00
5, 3, 5, 8
5, 3, 5, 8
2026De Novo Molecular Generation via Connection-aware Motif Mining5.256.500.871.25
5, 3, 5, 8
6, 6, 6, 8
2027Gradient Estimation for Unseen Domain Risk Minimization with Pre-Trained Models5.255.000.00-0.25
6, 5, 5, 5
5, 5, 5, 5
2028Semi-supervised Counting via Pixel-by-pixel Density Distribution Modelling5.255.251.300.00
6, 6, 3, 6
6, 6, 3, 6
2029E-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
2030CAN: 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
2031Self-conditioned Embedding Diffusion for Text Generation5.255.250.430.00
5, 5, 5, 6
5, 5, 5, 6
2032Towards a Unified View on Visual Parameter-Efficient Transfer Learning5.255.500.500.25
5, 5, 5, 6
5, 5, 6, 6
2033Towards Sustainable Self-supervised Learning5.255.250.430.00
6, 5, 5, 5
6, 5, 5, 5
2034Unveiling The Mask of Position-Information Pattern Through the Mist of Image Features5.255.251.790.00
5, 3, 8, 5
5, 3, 8, 5
2035Efficient Automatic Machine Learning via Design Graphs5.255.251.790.00
5, 5, 8, 3
5, 5, 8, 3
2036Motion-inductive Self-supervised Object Discovery in Videos5.255.251.790.00
3, 5, 5, 8
3, 5, 5, 8
2037SIMPLE: Specialized Model-Sample Matching for Domain Generalization5.255.751.300.50
8, 5, 3, 5
8, 5, 5, 5
2038A Study of Causal Confusion in Preference-Based Reward Learning5.205.401.620.20
8, 5, 5, 5, 3
8, 5, 5, 6, 3
2039CodeT5Mix: A Pretrained Mixture of Encoder-decoder Transformers for Code Understanding and Generation5.205.401.200.20
6, 6, 6, 3, 5
6, 6, 6, 3, 6
2040TILDE-Q: a Transformation Invariant Loss Function for Time-Series Forecasting5.205.202.790.00
3, 6, 8, 8, 1
3, 6, 8, 8, 1
2041Efficient 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
2042Revisit Finetuning strategy for Few-Shot Learning to Strengthen the Equivariance of Emdeddings5.205.201.170.00
6, 6, 6, 3, 5
6, 6, 6, 3, 5
2043Lossy Image Compression with Conditional Diffusion Models5.205.200.400.00
5, 5, 6, 5, 5
5, 5, 6, 5, 5
2044Active Learning for Object Detection with Evidential Deep Learning and Hierarchical Uncertainty Aggregation5.205.201.170.00
6, 3, 6, 6, 5
6, 3, 6, 6, 5
2045Understanding and Mitigating Robust Overfitting through the Lens of Feature Dynamics5.205.601.620.40
6, 6, 3, 6, 5
6, 6, 3, 8, 5
2046Synchronized Contrastive Pruning for Efficient Self-Supervised Learning5.205.201.600.00
5, 8, 5, 3, 5
5, 8, 5, 3, 5
2047Faster federated optimization under second-order similarity5.205.200.400.00
5, 5, 6, 5, 5
5, 5, 6, 5, 5
2048Where 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
2049Optimising 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
2050Test-time Adaptation for Better Adversarial Robustness5.205.400.490.20
5, 5, 5, 5, 6
6, 5, 5, 5, 6
2051RGI: robust GAN-inversion for mask-free image inpainting and unsupervised pixel-wise anomaly detection5.205.201.170.00
3, 6, 6, 5, 6
3, 6, 6, 5, 6
2052MIMT: Masked Image Modeling Transformer for Video Compression5.205.800.400.60
5, 5, 5, 6, 5
6, 5, 6, 6, 6
2053On the Necessity of Disentangled Representations for Downstream Tasks5.205.201.170.00
6, 5, 6, 6, 3
6, 5, 6, 6, 3
2054Domain-Adjusted Regression or: ERM May Already Learn Features Sufficient for Out-of-Distribution Generalization5.206.800.981.60
3, 6, 6, 3, 8
6, 8, 6, 6, 8
2055Edge-Varying Fourier Graph Network for Multivariate Time Series Forecasting5.205.200.400.00
5, 5, 6, 5, 5
5, 5, 6, 5, 5
2056How do Variational Autoencoders Learn? Insights from Representational Similarity5.205.201.600.00
8, 3, 5, 5, 5
8, 3, 5, 5, 5
2057Dilated convolution with learnable spacings5.205.201.170.00
6, 6, 3, 5, 6
6, 6, 3, 5, 6
2058Grassmannian Class Representation in Deep Learning5.205.201.170.00
3, 6, 5, 6, 6
3, 6, 5, 6, 6
2059SPI-GAN: Denoising Diffusion GANs with Straight-Path Interpolations5.175.171.770.00
5, 3, 8, 6, 3, 6
5, 3, 8, 6, 3, 6
2060The Reward Hypothesis is False5.175.331.490.17
3, 5, 5, 8, 5, 5
3, 5, 5, 8, 6, 5
2061A 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
2062Proper Scoring Rules for Survival Analysis5.005.330.470.33
5, 5, 5
6, 5, 5
2063PPAT: Progressive Graph Pairwise Attention Network for Event Causality Identification5.005.000.000.00
5, 5, 5
5, 5, 5
2064Disentangled Feature Swapping Augmentation for Weakly Supervised Semantic Segmentation5.005.001.220.00
6, 3, 5, 6
6, 3, 5, 6
2065Improved Training of Physics-Informed Neural Networks with Model Ensembles5.005.002.120.00
8, 6, 3, 3
8, 6, 3, 3
2066Beyond Reward: Offline Preference-guided Policy Optimization5.005.002.120.00
8, 3, 3, 6
8, 3, 3, 6
2067Can BERT Refrain from Forgetting on Sequential Tasks? A Probing Study5.005.001.410.00
6, 6, 3
6, 6, 3
2068Compression-aware Training of Neural Networks using Frank-Wolfe5.005.002.120.00
6, 3, 3, 8
6, 3, 3, 8
2069MEDOE: 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
2070TransFool: An Adversarial Attack against Neural Machine Translation Models5.005.001.220.00
3, 6, 6, 5
3, 6, 6, 5
2071Denoising Differential Privacy in Split Learning5.005.001.220.00
3, 5, 6, 6
3, 5, 6, 6
2072Extracting 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
2073Asynchronous Distributed Bilevel Optimization5.005.000.000.00
5, 5, 5
5, 5, 5
2074Confidence-Based Feature Imputation for Graphs with Partially Known Features5.005.672.050.67
6, 3, 6
6, 3, 8
2075Offline imitation learning by controlling the effective planning horizon5.005.001.220.00
6, 3, 5, 6
6, 3, 5, 6
2076A Hierarchical Bayesian Approach to Federated Learning5.005.001.220.00
6, 6, 5, 3
6, 6, 5, 3
2077On the Existence of a Trojaned Twin Model5.005.001.220.00
6, 3, 6, 5
6, 3, 6, 5
2078Counterfactual Generation Under Confounding5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2079FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation5.005.670.470.67
6, 3, 6
6, 5, 6
2080MA-BERT: Towards Matrix Arithmetic-only BERT Inference by Eliminating Complex Non-linear Functions5.005.000.000.00
5, 5, 5
5, 5, 5
2081Offline Reinforcement Learning via Weighted $f$-divergence5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2082Revisiting and Improving FGSM Adversarial Training5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2083TrojText: Test-time Invisible Textual Trojan Insertion5.005.251.300.25
6, 5, 6, 3
6, 6, 6, 3
2084Robustness Guarantees for Adversarially Trained Neural Networks5.005.500.500.50
6, 5, 6, 3
6, 5, 6, 5
2085Fast-PINN for Complex Geometry: Solving PDEs with Boundary Connectivity Loss5.005.001.220.00
3, 6, 6, 5
3, 6, 6, 5
2086UniMax: Fairer and More Effective Language Sampling for Large-Scale Multilingual Pretraining5.005.001.220.00
6, 3, 5, 6
6, 3, 5, 6
2087GNNInterpreter: A Probabilistic Generative Model-Level Explanation for Graph Neural Networks5.007.500.872.50
6, 3, 6, 5
8, 6, 8, 8
2088On Pre-training Language Model for Antibody5.005.750.430.75
3, 6, 6, 5
5, 6, 6, 6
2089L2B: Learning to Bootstrap for Combating Label Noise5.005.330.470.33
5, 5, 5
5, 5, 6
2090Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis5.005.001.220.00
5, 6, 6, 3
5, 6, 6, 3
2091Differentially Private Algorithms for Smooth Nonconvex ERM5.005.001.220.00
6, 3, 6, 5
6, 3, 6, 5
2092Answer Me if You Can: Debiasing Video Question Answering via Answering Unanswerable Questions5.005.001.220.00
6, 6, 3, 5
6, 6, 3, 5
2093Learning Rewards and Skills to Follow Commands with a Data Efficient Visual-Audio Representation5.005.000.000.00
5, 5, 5
5, 5, 5
2094Auto-Encoding Goodness of Fit5.005.001.220.00
6, 6, 5, 3
6, 6, 5, 3
2095Understanding the Covariance Structure of Convolutional Filters5.006.000.001.00
5, 6, 6, 3
6, 6, 6, 6
2096Nuisances via Negativa: Adjusting for Spurious Correlations via Data Augmentation5.005.750.430.75
5, 5, 5, 5
5, 6, 6, 6
2097Do 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
2098On Representing Mixed-Integer Linear Programs by Graph Neural Networks5.005.252.590.25
6, 8, 1, 5
6, 8, 1, 6
2099Dynamic 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
2100Stateful Active Facilitator: Coordination and Environmental Heterogeneity in Cooperative Multi-Agent Reinforcement Learning5.005.001.220.00
6, 5, 3, 6
6, 5, 3, 6
2101PINTO: Faithful Language Reasoning Using Prompted-Generated Rationales5.005.001.220.00
6, 3, 6
6, 3, 6, 5
2102Unsupervised 3D Scene Representation Learning via Movable Object Inference5.005.001.220.00
5, 3, 6, 6
5, 3, 6, 6
2103Similarity-Based Cooperation5.005.250.430.25
5, 5, 5, 5
5, 5, 6, 5
2104Augmentation Component Analysis: Modeling Similarity via the Augmentation Overlaps5.006.500.871.50
5, 6, 3, 6
8, 6, 6, 6
2105On the Power of Pre-training for Generalization in RL: Provable Benefits and Hardness5.006.001.411.00
5, 5, 5
5, 5, 8
2106A Picture of the Space of Typical Learning Tasks5.005.001.410.00
6, 3, 6
6, 3, 6
2107UNICO: Efficient Unified Hardware-Software Co-Optimization For Deep Neural Networks5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2108DyG2Vec: Representation Learning for Dynamic Graphs With Self-supervision5.005.001.220.00
3, 6, 6, 5
3, 6, 6, 5
2109Deep Watermarks for Attributing Generative Models5.005.001.220.00
6, 6, 3
6, 6, 3, 5
2110Learning Latent Structural Causal Models5.005.002.450.00
8, 3, 3, 8, 3
8, 3, 3, 8, 3
2111S$^6$-DAMON: Bridging Self-Supervised Speech Models and Real-time Speech Recognition5.005.000.000.00
5, 5, 5
5, 5, 5
2112ORCA: 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
2113FedTiny: Pruned Federated Learning Towards Specialized Tiny Models5.005.250.430.25
5, 5, 5, 5
5, 5, 5, 6
2114Learning to represent and predict evolving visual signals via polar straightening5.005.330.470.33
5, 5, 5
5, 6, 5
2115Interpretable (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
2116Attentive MLP for Non-Autoregressive Generation5.005.000.000.00
5, 5, 5
5, 5, 5
2117The Plug and Play of Language Models for Text-to-image Generation5.006.000.001.00
5, 6, 3, 6
6, 6, 6, 6
2118A Score-Based Model for Learning Neural Wavefunctions5.005.501.800.50
6, 3, 5, 6
8, 3, 5, 6
2119Multi-Grid Tensorized Fourier Neural Operator for High Resolution PDEs5.005.000.000.00
5, 5, 5
5, 5, 5
2120Dual Student Networks for Data-Free Model Stealing5.005.002.120.00
8, 3, 3, 6
8, 3, 3, 6
2121Equal Improvability: A New Fairness Notion Considering the Long-term Impact5.005.001.220.00
5, 6, 3, 6
5, 6, 3, 6
2122Target Conditioned Representation Independence (TCRI); from Domain-Invariant to Domain-General Representations5.005.001.220.00
5, 3, 6, 6
5, 3, 6, 6
2123Multi-Task Option Learning and Discovery for Stochastic Path Planning5.005.001.220.00
5, 3, 6, 6
5, 3, 6, 6
2124Bandwith Enables Generalization in Quantum Kernel Models5.005.002.120.00
3, 6, 8, 3
3, 6, 8, 3
2125SpENCNN: Orchestrating Encoding and Sparsity for Fast Homomorphically Encrypted Neural Network Inference5.005.000.000.00
5, 5, 5
5, 5, 5
2126Minimal Value-Equivalent Partial Models for Scalable and Robust Planning in Lifelong Reinforcement Learning5.005.001.220.00
3, 6, 6, 5
3, 6, 6, 5
2127Transformers Implement First-Order Logic with Majority Quantifiers5.005.001.900.00
8, 3, 6, 5, 3
8, 3, 6, 5, 3
2128FedX: Federated Learning for Compositional Pairwise Risk Optimization5.005.001.410.00
3, 6, 6
3, 6, 6
2129Multi-Sample Contrastive Neural Topic Model as Multi-Task Learning5.005.751.790.75
3, 8, 3, 6
6, 8, 3, 6
2130Towards Fair Classification against Poisoning Attacks5.005.000.000.00
5, 5, 5
5, 5, 5
2131Fed-Cor: Federated Correlation Test with Secure Aggregation5.005.001.410.00
3, 6, 6
3, 6, 6
2132Feasible Adversarial Robust Reinforcement Learning for Underspecified Environments5.005.002.120.00
3, 3, 6, 8
3, 3, 6, 8
2133Plansformer: Generating Multi-Domain Symbolic Plans using Transformers5.006.002.121.00
3, 6, 6, 5
8, 8, 3, 5
2134Multi-Environment Pretraining Enables Transfer to Action Limited Datasets5.005.001.900.00
6, 3, 5, 3, 8
6, 3, 5, 3, 8
2135Fast Sampling of Diffusion Models with Exponential Integrator5.005.750.430.75
6, 6, 5, 3
6, 6, 6, 5
2136Movement-to-Action Transformer Networks for Temporal Action Proposal Generation5.005.002.120.00
3, 3, 6, 8
3, 3, 6, 8
2137Interpretations of Domain Adaptations via Layer Variational Analysis5.005.000.000.00
5, 5, 5
5, 5, 5
2138Progressive Prompts: Continual Learning for Language Models without Forgetting5.006.000.001.00
5, 6, 3, 6
6, 6, 6, 6
2139Multiple sequence alignment as a sequence-to-sequence learning problem5.005.001.410.00
6, 3, 6
6, 3, 6
2140Mitigating Propagation Failures in PINNs using Evolutionary Sampling5.005.001.410.00
6, 3, 6
6, 3, 6
2141Exploring perceptual straightness in learned visual representations5.005.670.470.67
5, 5, 5
6, 6, 5
2142Is Forgetting Less a Good Inductive Bias for Forward Transfer?5.006.500.871.50
5, 5, 5, 5
8, 6, 6, 6
2143Simulating Environments for Evaluating Scarce Resource Allocation Policies5.004.252.59-0.75
8, 6, 5, 1
8, 3, 5, 1
2144Revisiting Curiosity for Exploration in Procedurally Generated Environments5.005.402.240.40
3, 8, 3, 3, 8
3, 8, 3, 5, 8
2145The Power of Feel-Good Thompson Sampling: A Unified Framework for Linear Bandits5.005.330.470.33
5, 5, 5
6, 5, 5
2146Reward Design with Language Models5.005.501.800.50
6, 6, 3, 5
8, 6, 3, 5
2147DSI++: Updating Transformer Memory with New Documents5.005.001.220.00
6, 5, 6, 3
6, 5, 6, 3
2148The Game of Hidden Rules: A New Challenge for Machine Learning5.005.001.410.00
6, 6, 3
6, 6, 3
2149Speed Up Iterative Non-Autoregressive Transformers by Distilling Multiple Steps5.005.000.000.00
5, 5, 5
5, 5, 5
2150When Rigid Coherency Hurts: Distributional Coherency Regularization for Probabilistic Hierarchical Time Series Forecasting5.005.002.550.00
8, 6, 1, 5
8, 6, 1, 5
2151MolJET: Multimodal Joint Embedding Transformer for Conditional de novo Molecular Design and Multi-Property Optimization5.004.672.36-0.33
3, 3, 3, 8, 8
3, 3, 3, 8, 8, 3
2152$O(T^{-1})$ Convergence of Optimistic-Follow-the-Regularized-Leader in Two-Player Zero-Sum Markov Games5.005.001.410.00
6, 3, 6
6, 3, 6
2153Cold Diffusion: Inverting Arbitrary Image Transforms Without Noise5.005.500.500.50
3, 6, 6, 5
5, 6, 6, 5
2154Explainable Machine Learning Predictions for the Long-term Performance of Brain-Computer Interfaces5.005.002.120.00
8, 3, 6, 3
8, 3, 6, 3
2155Federated Learning from Small Datasets5.005.201.170.20
5, 6, 5, 6, 3
6, 6, 5, 6, 3
2156REM: Routing Entropy Minimization for Capsule Networks5.005.001.220.00
3, 6, 6, 5
3, 6, 6, 5
2157Variational Classification5.005.000.000.00
5, 5, 5
5, 5, 5
2158ContraNorm: A Contrastive Learning Perspective on Oversmoothing and Beyond5.005.001.220.00
5, 6, 6, 3
5, 6, 6, 3
2159Understanding Train-Validation Split in Meta-Learning with Neural Networks5.005.001.220.00
6, 3, 5, 6
6, 3, 5, 6
2160Blessing from Experts: Super Reinforcement Learning in Confounded Environments5.005.001.410.00
6, 6, 3
6, 6, 3
2161DP-SGD-LF: Improving Utility under Differentially Private Learning via Layer Freezing5.005.001.410.00
6, 3, 6
6, 3, 6
2162A Simulation-based Framework for Robust Federated Learning to Training-time Attacks5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2163PALM: Preference-based Adversarial Manipulation against Deep Reinforcement Learning5.005.600.490.60
6, 5, 3, 6, 5
6, 5, 5, 6, 6
2164Multi-Hypothesis 3D human pose estimation metrics favor miscalibrated distributions5.005.001.220.00
6, 6, 3, 5
6, 6, 3, 5
2165Flatter, Faster: Scaling Momentum for Optimal Speedup of SGD5.005.001.410.00
3, 6, 6
3, 6, 6
2166SkillS: Adaptive Skill Sequencing for Efficient Temporally-Extended Exploration5.005.002.120.00
3, 6, 8, 3
3, 6, 8, 3
2167AlphaFold Distillation for Improved Inverse Protein Folding5.005.002.120.00
6, 3, 8, 3
6, 3, 8, 3
2168A Cognitive-inspired Multi-Module Architecture for Continual Learning5.005.750.430.75
5, 5, 5, 5
6, 6, 6, 5
2169Masked Siamese ConvNets: Towards an Effective Masking Strategy for General-purpose Siamese Networks5.005.330.470.33
5, 5, 5
5, 6, 5
2170Training Normalizing Flows from Dependent Data5.005.001.410.00
6, 6, 3
6, 6, 3
2171Autoregressive Conditional Neural Processes5.005.001.410.00
6, 3, 6
6, 3, 6
2172Islands of Confidence: Robust Neural Network Classification with Uncertainty Quantification5.005.000.000.00
5, 5, 5
5, 5, 5
2173Optimistic Exploration with Learned Features Provably Solves Markov Decision Processes with Neural Dynamics5.005.672.050.67
3, 6, 6
3, 6, 8
2174Renamer: A Transformer Architecture In-variant to Variable Renaming5.005.001.410.00
3, 6, 6
3, 6, 6
2175Learning a Domain-Agnostic Policy through Adversarial Representation Matching for Cross-Domain Policy Transfer5.005.001.220.00
6, 3, 6
6, 3, 6, 5
2176Enforcing Delayed-Impact Fairness Guarantees5.005.000.000.00
5, 5, 5
5, 5, 5
2177Towards Reliable Link Prediction with Robust Graph Information Bottleneck5.005.001.220.00
6, 6, 5, 3
6, 6, 5, 3
2178UNICORN: A Unified Backdoor Trigger Inversion Framework5.005.001.410.00
3, 6, 6
3, 6, 6
2179Contrastive Meta-Learning for Partially Observable Few-Shot Learning5.006.000.001.00
6, 3, 6, 5
6, 6, 6, 6
2180Analyzing Transformers in Embedding Space5.005.501.800.50
8, 3, 3, 6
8, 3, 5, 6
2181Simplicity bias leads to amplified performance disparities5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2182Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection5.005.001.220.00
5, 3, 6, 6
5, 3, 6, 6
2183Distributed Inference and Fine-tuning of Large Language Models Over The Internet5.005.250.430.25
5, 5, 5, 5
5, 5, 5, 6
2184Irregularity Reflection Neural Network for Time Series Forecasting5.004.501.50-0.50
6, 6, 3
6, 6, 3, 3
2185Interpreting Class Conditional GANs with Channel Awareness5.005.000.000.00
5, 5, 5
5, 5, 5
2186Graph MLP-Mixer5.005.250.430.25
5, 5, 5, 5
6, 5, 5, 5
2187Fine-grained Few-shot Recognition by Deep Object Parsing5.005.001.220.00
6, 3, 5, 6
6, 3, 5, 6
2188Learning to Solve Constraint Satisfaction Problems with Recurrent Transformers5.005.002.120.00
3, 3, 8, 6
3, 3, 8, 6
2189Learning Fast and Slow for Time Series Forecasting5.006.000.001.00
6, 3, 6
6, 6, 6
2190Holistic Adversarially Robust Pruning5.005.751.790.75
5, 6, 3, 6
8, 6, 3, 6
2191Text-Guided Diffusion Image Style Transfer with Contrastive Loss Fine-tuning5.005.000.000.00
5, 5, 5
5, 5, 5
2192Offline Reinforcement Learning via High-Fidelity Generative Behavior Modeling5.005.330.470.33
5, 5, 5
5, 5, 6
2193Modality Complementariness: Towards Understanding Multi-modal Robustness5.005.002.120.00
6, 3, 3, 8
6, 3, 3, 8
2194No-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
2195Robustness of Unsupervised Representation Learning without Labels5.005.001.220.00
6, 3, 6, 5
6, 3, 6, 5
2196Better with Less: Data-Active Pre-training of Graph Neural Networks5.005.002.120.00
3, 6, 8, 3
3, 6, 8, 3
2197Generalization error bounds for Neural Networks with ReLU activation5.005.250.430.25
5, 5, 5, 5
5, 5, 6, 5
2198Q-learning Decision Transformer: Leveraging Dynamic Programming for Conditional Sequence Modelling in Offline RL5.005.001.410.00
3, 6, 6
3, 6, 6
2199Group-wise Verifiable Distributed Computing for Machine Learning under Adversarial Attacks5.005.002.120.00
6, 3, 8, 3
6, 3, 8, 3
2200Uncertainty-oriented Order Learning for Facial Beauty Prediction5.005.001.220.00
3, 5, 6, 6
3, 5, 6, 6
2201Revisiting Uncertainty Estimation for Node Classification: New Benchmark and Insights5.005.330.470.33
5, 5, 5
6, 5, 5
2202SoTeacher: Toward Student-oriented Teacher Network Training for Knowledge Distillation5.005.001.220.00
5, 6, 6, 3
5, 6, 6, 3
2203GuardHFL: Privacy Guardian for Heterogeneous Federated Learning5.005.001.410.00
3, 6, 6
3, 6, 6
2204Unsupervised 3d object learning through neuron activity aware plasticity5.006.332.361.33
6, 3, 6
8, 3, 8
2205Unsupervised Learning of Structured Representations via Closed-Loop Transcription5.005.001.220.00
6, 6, 3, 5
6, 6, 3, 5
2206Multi-Layered 3D Garments Animation5.005.670.470.67
5, 5, 5
6, 5, 6
2207When Data Geometry Meets Deep Function: Generalizing Offline Reinforcement Learning5.005.001.220.00
6, 6, 5, 3
6, 6, 5, 3
2208Task-Agnostic Online Meta-Learning in Non-stationary Environments5.005.001.100.00
5, 5, 3, 6, 6
5, 5, 3, 6, 6
2209Task Ambiguity in Humans and Language Models5.005.672.050.67
6, 3, 6
8, 3, 6
2210Restoration based Generative Models5.005.500.500.50
6, 5, 3, 6
6, 5, 5, 6
2211GAPS: Few-Shot Incremental Semantic Segmentation via Guided Copy-Paste Synthesis5.005.000.000.00
5, 5, 5
5, 5, 5
2212The Eigenlearning Framework: A Conservation Law Perspective on Kernel Ridge Regression and Wide Neural Networks5.005.001.220.00
6, 6, 5, 3
6, 6, 5, 3
2213Generative Gradual Domain Adaptation with Optimal Transport5.005.001.220.00
6, 3, 5, 6
6, 3, 5, 6
2214Rethinking Symbolic Regression Datasets and Benchmarks for Scientific Discovery5.005.330.470.33
5, 5, 5
6, 5, 5
2215VEHICLE-INFRASTRUCTURE COOPERATIVE 3D DETECTION VIA FEATURE FLOW PREDICTION5.005.001.220.00
3, 6, 5, 6
3, 6, 5, 6
2216Mesh-Independent Operator Learning for PDEs using Set Representations5.005.330.470.33
5, 5, 5
6, 5, 5
2217FlexRound: Learnable Rounding by Element-wise Division for Post-Training Quantization5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2218LA-BALD: An Information-Theoretic Image Labeling Task Sampler5.005.001.220.00
6, 3, 5, 6
6, 3, 5, 6
2219Anchor Sampling for Federated Learning with Partial Client Participation5.005.001.410.00
6, 3, 6
6, 3, 6
2220What do Vision Transformers Learn? A Visual Exploration5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2221Embed to Control Partially Observed Systems: Representation Learning with Provable Sample Efficiency5.005.001.220.00
3, 6, 5, 6
3, 6, 5, 6
2222An efficient encoder-decoder architecture with top-down attention for speech separation5.005.001.410.00
3, 6, 6
3, 6, 6
2223Rethinking Identity in Knowledge Graph Embedding5.005.001.220.00
6, 6, 5, 3
6, 6, 5, 3
2224Energy-based Predictive Representation for Reinforcement Learning5.005.002.120.00
3, 6, 8, 3
3, 6, 8, 3
2225Exclusive Supermask Subnetwork Training for Continual Learning5.005.001.220.00
3, 6, 6, 5
3, 6, 6, 5
2226Dual personalization for federated recommendation on devices5.005.001.220.00
6, 3, 6, 5
6, 3, 6, 5
2227Time-Transformer AAE: Connecting Temporal Convolutional Networks and Transformer for Time Series Generation5.005.001.220.00
3, 5, 6, 6
3, 5, 6, 6
2228Autoencoding Hyperbolic Representation for Adversarial Generation5.005.001.410.00
6, 6, 3
6, 6, 3
2229RLSBench: A Large-Scale Empirical Study of Domain Adaptation Under Relaxed Label Shift5.005.001.220.00
6, 5, 6, 3
6, 5, 6, 3
2230Deep Bayesian Active Learning for Accelerating Stochastic Simulation5.004.501.50-0.50
3, 6, 6
3, 6, 6, 3
2231On $mathcal{O}(1/K)$ 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
2232A Theoretical Understanding of Vision Transformers: Learning, Generalization, and Sample Complexity5.006.000.001.00
3, 5, 6, 6
6, 6, 6, 6
2233Skill-Based Reinforcement Learning with Intrinsic Reward Matching5.006.000.001.00
3, 6, 6, 5
6, 6, 6, 6
2234Actionable Recourse Guided by User Preference5.005.001.410.00
3, 6, 6
3, 6, 6
2235Lipschitz regularized gradient flows and latent generative particles5.004.751.09-0.25
6, 3, 5, 6
6, 3, 5, 5
2236Constraining Representations Yields Models That Know What They Don't Know5.006.670.941.67
6, 3, 6
8, 6, 6
2237Learning Controllable Adaptive Simulation for Multi-scale Physics5.005.501.800.50
3, 5, 6, 6
3, 5, 6, 8
2238Posthoc Privacy guarantees for neural network queries5.005.001.410.00
6, 3, 6
6, 3, 6
2239Discretization Invariant Learning on Neural Fields5.005.251.300.25
6, 3, 5, 6
6, 3, 6, 6
2240Global Counterfactual Explanations Are Reliable Or Efficient, But Not Both5.005.002.280.00
5, 1, 8, 6, 5
5, 1, 8, 6, 5
2241Agnostic Learning of General ReLU Activation Using Gradient Descent5.005.001.220.00
3, 6, 6
3, 6, 6, 5
2242SlenderGNN: Accurate, Robust, and Interpretable GNN, and the Reasons for its Success5.005.001.220.00
3, 5, 6, 6
3, 5, 6, 6
2243Noise$^+$2Noise: Co-taught De-noising Autoencoders for Time-Series Data5.005.001.220.00
6, 6, 5, 3
6, 6, 5, 3
2244Neural Constraint Inference: Inferring Energy Constraints in Interacting Systems5.004.751.09-0.25
6, 3, 6, 5
5, 3, 6, 5
2245Cortically motivated recurrence enables task extrapolation5.005.001.220.00
6, 5, 3, 6
6, 5, 3, 6
2246Countering the Attack-Defense Complexity Gap for Robust Classifiers5.005.670.470.67
6, 6, 3
6, 6, 5
2247Tier Balancing: Towards Dynamic Fairness over Underlying Causal Factors5.005.001.220.00
6, 6, 3, 5
6, 6, 3, 5
2248Peaks2Image: Reconstructing fMRI Statistical Maps from Peaks5.005.000.000.00
5, 5, 5
5, 5, 5
2249ContraSim -- A Similarity Measure Based on Contrastive Learning5.005.002.120.00
8, 6, 3, 3
8, 6, 3, 3
2250Discovering Latent Knowledge in Language Models Without Supervision5.006.000.001.00
5, 6, 3, 6
6, 6, 6, 6
2251Learning Intuitive Policies Using Action Features5.005.001.410.00
6, 3, 6
6, 3, 6
2252Private Data Stream Analysis for Universal Symmetric Norm Estimation5.005.002.120.00
3, 8, 6, 3
3, 8, 6, 3
2253Leveraging Incompatibility to Defend Against Backdoor Poisoning5.005.001.220.00
6, 5, 3, 6
6, 5, 3, 6
2254Scaling Laws for a Multi-Agent Reinforcement Learning Model5.005.001.220.00
6, 6, 3, 5
6, 6, 3, 5
2255Federated Learning with Openset Noisy Labels5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2256Bi-Stride Multi-Scale Graph Neural Network for Mesh-Based Physical Simulation5.005.001.220.00
6, 3, 6, 5
6, 3, 6, 5
2257Offline Policy Comparison with Confidence: Benchmarks and Baselines5.005.001.220.00
6, 6, 5, 3
6, 6, 5, 3
2258Learning Efficient Models From Few Labels By Distillation From Multiple Tasks5.005.000.000.00
5, 5, 5
5, 5, 5
2259Do Perceptually Aligned Gradients Imply Robustness?5.005.001.100.00
6, 5, 3, 5, 6
6, 5, 3, 5, 6
2260Hard-Meta-Dataset++: Towards Understanding Few-Shot Performance on Difficult Tasks5.005.001.220.00
3, 6, 6, 5
3, 6, 6, 5
2261Sharper Analysis of Sparsely Activated Wide Neural Networks with Trainable Biases5.005.001.220.00
3, 5, 6, 6
3, 5, 6, 6
2262Generalization Properties of Retrieval-based Models5.005.001.220.00
6, 3, 6, 5
6, 3, 6, 5
2263Semi-Variance Reduction for Fair Federated Learning5.005.001.220.00
6, 5, 6, 3
6, 5, 6, 3
2264How Predictors Affect Search Strategies in Neural Architecture Search?5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2265Incomplete to complete multiphysics forecasting - a hybrid approach for learning unknown phenomena5.005.002.120.00
3, 6, 8, 3
3, 6, 8, 3
2266Gradient-based optimization is not necessary for generalization in neural networks5.005.672.050.67
6, 3, 6
6, 3, 8
2267Mitigating Memorization of Noisy Labels via Regularization between Representations5.005.001.900.00
6, 3, 3, 8, 5
6, 3, 3, 8, 5
2268Temporal Coherent Test Time Optimization for Robust Video Classification5.006.000.001.00
6, 3, 6
6, 6, 6
2269Non-parametric Outlier Synthesis5.005.001.410.00
3, 6, 6
3, 6, 6
2270Population-Based Reinforcement Learning for Combinatorial Optimization Problems5.005.000.000.00
5, 5, 5
5, 5, 5
2271Enhanced Temporal Knowledge Embeddings with Contextualized Language Representations5.005.001.220.00
6, 6, 3, 5
6, 6, 3, 5
2272Data Pricing Mechanism Based on Property Rights Compensation Distribution5.006.001.411.00
5, 5, 5
8, 5, 5
2273Traversing Between Modes in Function Space for Fast Ensembling5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2274Centralized Training with Hybrid Execution in Multi-Agent Reinforcement Learning5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2275When are smooth-ReLUs ReLU-like?5.005.000.000.00
5, 5, 5
5, 5, 5
2276Learning to mine approximate network motifs5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2277Accelerating Guided Diffusion Sampling with Splitting Numerical Methods5.005.750.430.75
5, 6, 3, 6
5, 6, 6, 6
2278oViT: An Accurate Second-Order Pruning Framework for Vision Transformers5.005.330.470.33
5, 5, 5
5, 5, 6
2279TOAST: Topological Algorithm for Singularity Tracking5.005.001.410.00
6, 6, 3
6, 6, 3
2280Simple and Scalable Nearest Neighbor Machine Translation5.005.501.800.50
5, 6, 3, 6
5, 8, 3, 6
2281Topic and Hyperbolic Transformer to Handle Multi-modal Dependencies5.005.000.000.00
5, 5, 5
5, 5, 5
2282Name 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
2283Symmetrical SyncMap for Imbalanced General Chunking Problems5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2284Optimising Event-Driven Spiking Neural Network with Regularisation and Cutoff5.005.201.170.20
5, 6, 5, 6, 3
5, 6, 6, 6, 3
2285How Informative is the Approximation Error from Tensor Decomposition for Neural Network Compression?5.006.001.221.00
6, 5, 3, 6
8, 5, 5, 6
2286On the Expressive Equivalence Between Graph Convolution and Attention Models5.005.003.080.00
8, 3, 8, 1
8, 3, 8, 1
2287Exact Group Fairness Regularization via Classwise Robust Optimization5.005.001.220.00
5, 6, 6, 3
5, 6, 6, 3
2288Pairwise Confidence Difference on Unlabeled Data is Sufficient for Binary Classification5.005.001.410.00
6, 6, 3
6, 6, 3
2289Discovering 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
2290Variance 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
2291Momentum Tracking: Momentum Acceleration for Decentralized Deep Learning on Heterogeneous Data5.005.250.430.25
5, 5, 5, 5
5, 5, 5, 6
2292Deep Graph-Level Orthogonal Hypersphere Compression for Anomaly Detection5.005.001.220.00
6, 6, 3, 5
6, 6, 3, 5
2293Gradient Deconfliction via Orthogonal Projections onto Subspaces For Multi-task Learning5.005.001.100.00
6, 3, 5, 5, 6
6, 3, 5, 5, 6
2294On the Importance of the Policy Structure in Offline Reinforcement Learning5.005.751.790.75
6, 3, 6, 5
6, 3, 8, 6
2295Exact manifold Gaussian Variational Bayes5.005.001.220.00
6, 3, 6, 5
6, 3, 6, 5
2296LMSeg: Language-guided Multi-dataset Segmentation5.005.251.300.25
6, 3, 6
6, 3, 6, 6
2297In Search of Smooth Minima for Purifying Backdoor in Deep Neural Networks5.005.000.000.00
5, 5, 5
5, 5, 5
2298Improving Explanation Reliability through Group Attribution5.005.001.220.00
6, 3, 6, 5
6, 3, 6, 5
2299Finite-time Analysis of Single-timescale Actor-Critic on Linear Quadratic Regulator5.004.671.25-0.33
6, 6, 3
6, 5, 3
2300Towards Boosting the Open-Domain Chatbot with Human Feedback5.005.001.100.00
3, 5, 6, 5, 6
3, 5, 6, 5, 6
2301SWIFT: Rapid Decentralized Federated Learning via Wait-Free Model Communication5.006.000.001.00
5, 6, 3, 6
6, 6, 6, 6
23023EF: Class-Incremental Learning via Efficient Energy-Based Expansion and Fusion5.005.001.100.00
6, 5, 3, 5, 6
6, 5, 3, 5, 6
2303Rethinking the Structure of Stochastic Gradients: Empirical and Statistical Evidence5.005.000.000.00
5, 5, 5
5, 5, 5
2304Offline Reinforcement Learning with Differential Privacy5.004.671.25-0.33
6, 6, 3
6, 5, 3
2305Policy Architectures for Compositional Generalization in Control5.005.002.120.00
3, 8, 6, 3
3, 8, 6, 3
2306Lower Bounds for Differentially Private ERM: Unconstrained and Non-Euclidean5.005.000.000.00
5, 5, 5
5, 5, 5
2307Explainable Recommender with Geometric Information Bottleneck5.005.000.000.00
5, 5, 5
5, 5, 5
2308In-Context Policy Iteration5.005.500.500.50
6, 5, 3, 6
6, 5, 5, 6
2309Learning Control Policies for Region Stabilization in Stochastic Systems5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2310Convolutions are competitive with transformers for protein sequence pretraining5.005.001.410.00
6, 3, 6
6, 3, 6
2311Learning differentiable solvers for systems with hard constraints5.005.751.790.75
8, 3, 3, 6
8, 6, 3, 6
2312Causal discovery from conditionally stationary time series5.004.751.09-0.25
5, 3, 6, 6
5, 3, 5, 6
2313Spatio-temporal Self-Attention for Egocentric 3D Pose Estimation5.005.001.410.00
6, 3, 6
6, 3, 6
2314RNAS-CL: Robust Neural Architecture Search by Cross-Layer Knowledge Distillation5.005.330.470.33
5, 5, 5
5, 5, 6
2315Multi-Agent Policy Transfer via Task Relationship Modeling5.005.251.300.25
5, 6, 3, 6
6, 6, 3, 6
2316Distributionally Robust Post-hoc Classifiers under Prior Shifts5.005.001.410.00
6, 6, 3
6, 6, 3
2317Cross-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
2318LEARNING THE SPECTROGRAM TEMPORAL RESOLUTION FOR AUDIO CLASSIFICATION5.005.001.410.00
3, 6, 6
3, 6, 6
2319Inducing Gaussian Process Networks5.005.000.000.00
5, 5, 5
5, 5, 5
2320DM-NeRF: 3D Scene Geometry Decomposition and Manipulation from 2D Images5.005.002.120.00
3, 3, 6, 8
3, 3, 6, 8
2321Take One Gram of Neural Features, Get Enhanced Group Robustness5.005.001.220.00
3, 6, 6, 5
3, 6, 6, 5
2322What can be learnt with wide convolutional neural networks?5.005.001.410.00
6, 6, 3
6, 6, 3
2323FedCL: Critical Learning Periods-aware Adaptive Client Selection in Federated Learning5.005.250.430.25
5, 5, 5, 5
5, 6, 5, 5
2324Decentralized Online Bandit Optimization on Directed Graphs with Regret Bounds5.005.002.120.00
3, 3, 8, 6
3, 3, 8, 6
2325BED: Boundary-Enhanced Decoder for Chinese Word Segmentation5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2326SYNC: SAFETY-AWARE NEURAL CONTROL FOR STABILIZING STOCHASTIC DELAY-DIFFERENTIAL EQUATIONS5.006.001.411.00
5, 5, 5
8, 5, 5
2327Reinforcement learning for instance segmentation with high-level priors5.005.000.000.00
5, 5, 5
5, 5, 5
2328DIMENSION-REDUCED ADAPTIVE GRADIENT METHOD5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2329Online Policy Optimization for Robust MDP5.005.001.220.00
3, 6, 5, 6
3, 6, 5, 6
2330Revisiting Feature Acquisition Bias for Few-Shot Fine-Grained Image Classification5.005.001.220.00
3, 6, 5, 6
3, 6, 5, 6
2331Understanding Gradient Regularization in Deep Learning: Efficient Finite-Difference Computation and Implicit Bias5.005.001.220.00
5, 6, 6, 3
5, 6, 6, 3
2332Generalization bounds and algorithms for estimating the effect of multiple treatments and dosage5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2333On the optimal precision of GANs5.005.001.100.00
3, 5, 5, 6, 6
3, 5, 5, 6, 6
2334How 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
2335DCAPS: Dual Cross-Attention Coupled with Stabilizer for Few-Shot Common Action Localization5.005.001.220.00
6, 6, 3, 5
6, 6, 3, 5
2336CO3: Cooperative Unsupervised 3D Representation Learning for Autonomous Driving5.005.002.120.00
8, 3, 6, 3
8, 3, 6, 3
2337PathFusion: Path-consistent Lidar-Camera Deep Feature Fusion5.005.000.000.00
5, 5, 5
5, 5, 5
2338HRBP: Hardware-friendly Regrouping towards Block-wise Pruning for Sparse Training5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2339HIVE: HIerarchical Volume Encoding for Neural Implicit Surface Reconstruction5.005.001.220.00
6, 3, 5, 6
6, 3, 5, 6
2340Federated Semi-supervised Learning with Dual Regulator5.005.670.470.67
3, 6, 6
5, 6, 6
2341Cross-modal Graph Contrastive Learning with Cellular Images5.005.002.120.00
3, 3, 8, 6
3, 3, 8, 6
2342ContraGen: Effective Contrastive Learning For Causal Language Model5.004.601.36-0.40
5, 3, 6, 6
5, 3, 6, 6, 3
2343Beyond Single Path Integrated Gradients for Reliable Input Attribution via Randomized Path Sampling5.005.750.430.75
5, 3, 6, 6
6, 5, 6, 6
2344The Geometry of Self-supervised Learning Models and its Impact on Transfer Learning5.005.001.410.00
3, 6, 6
3, 6, 6
2345Rethink Depth Separation with Intra-layer Links5.005.251.300.25
5, 6, 3, 6
6, 6, 3, 6
2346Unsupervised Model Selection for Time Series Anomaly Detection5.005.001.220.00
5, 3, 6, 6
5, 3, 6, 6
2347Deep Active Anomaly Detection With Diverse Queries5.005.001.410.00
6, 3, 6
6, 3, 6
2348Augmentation Backdoors5.005.000.000.00
5, 5, 5
5, 5, 5
2349Compact Bilinear Pooling via General Bilinear Projection5.005.001.410.00
6, 3, 6
6, 3, 6
2350Stochastic Gradient Methods with Preconditioned Updates5.005.000.000.00
5, 5, 5
5, 5, 5
2351Modeling Multimodal Aleatoric Uncertainty in Segmentation with Mixture of Stochastic Experts5.005.001.410.00
3, 6, 6
3, 6, 6
2352Neural Decoding of Visual Imagery via Hierarchical Variational Autoencoders5.004.502.69-0.50
3, 6, 1, 10
3, 6, 1, 8
2353Exploring The Role of Mean Teachers in Self-supervised Masked Auto-Encoders5.005.001.220.00
5, 6, 3, 6
5, 6, 3, 6
2354Revisiting Domain Randomization Via Relaxed State-Adversarial Policy Optimization5.005.500.500.50
6, 6, 3, 5
6, 6, 5, 5
2355Multi-Agent Sequential Decision-Making via Communication5.005.001.220.00
6, 6, 3, 5
6, 6, 3, 5
2356EfficientTTS 2: Variational End-to-End Text-to-Speech Synthesis and Voice Conversion5.005.000.000.00
5, 5, 5
5, 5, 5
2357Single-level Adversarial Data Synthesis based on Neural Tangent Kernels5.005.002.120.00
3, 3, 8, 6
3, 3, 8, 6
2358Unified Algorithms for RL with Decision-Estimation Coefficients: No-Regret, PAC, and Reward-Free Learning5.005.000.000.00
5, 5, 5
5, 5, 5
2359Evaluating Fairness Without Sensitive Attributes: A Framework Using Only Auxiliary Models5.005.001.220.00
6, 6, 5, 3
6, 6, 5, 3
2360Parallel Deep Neural Networks Have Zero Duality Gap5.005.751.790.75
3, 8, 6, 3
6, 8, 6, 3
2361Make Memory Buffer Stronger in Continual Learning: A Continuous Neural Transformation Approach5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2362Initial Value Problem Enhanced Sampling for Closed-Loop Optimal Control Design with Deep Neural Networks5.006.000.001.00
6, 6, 3
6, 6, 6
2363Global Context Vision Transformers5.004.752.17-0.25
5, 6, 3, 6
6, 6, 1, 6
2364Highway Reinforcement Learning5.005.001.220.00
6, 3, 6, 5
6, 3, 6, 5
2365Rememory-Based SimSiam for Unsupervised Continual Learning5.005.001.220.00
6, 3, 5, 6
6, 3, 5, 6
2366Pruning with Output Error Minimization for Producing Efficient Neural Networks5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2367DREAM: Domain-free Reverse Engineering Attributes of Black-box Model5.005.001.220.00
6, 6, 3, 5
6, 6, 3, 5
2368Approximate Vanishing Ideal Computations at Scale5.005.001.410.00
6, 6, 3
6, 6, 3
2369Exploiting Spatial Separability for Deep Learning Multichannel Speech Enhancement with an Align-and-Filter Network5.005.001.220.00
6, 5, 3, 6
6, 5, 3, 6
2370CausalAgents: A Robustness Benchmark for Motion Forecasting Using Causal Relationships5.005.001.100.00
5, 3, 6, 5, 6
5, 3, 6, 5, 6
2371Critic Sequential Monte Carlo5.004.752.17-0.25
6, 5, 3, 6
6, 6, 1, 6
2372Learning to Take a Break: Sustainable Optimization of Long-Term User Engagement5.005.001.410.00
6, 6, 3
6, 6, 3
2373Laziness, Barren Plateau, and Noises in Machine Learning5.005.001.220.00
6, 6, 3, 5
6, 6, 3, 5
2374Towards Online Real-Time Memory-based Video Inpainting Transformers5.004.501.50-0.50
3, 6, 6, 5
3, 6, 6, 3
2375Adam 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
2376TPC-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
2377Mutual Information Regularized Offline Reinforcement Learning5.005.001.220.00
3, 5, 6, 6
3, 5, 6, 6
2378Visual Timing For Sound Source Depth Estimation in the Wild5.005.001.220.00
6, 3, 6, 5
6, 3, 6, 5
2379Subclass-balancing Contrastive Learning for Long-tailed Recognition5.005.500.500.50
6, 5, 3, 6
6, 5, 5, 6
2380Learning Disentanglement in Autoencoders through Euler Encoding5.005.001.220.00
3, 6, 5, 6
3, 6, 5, 6
2381Lossless Filter Pruning via Adaptive Clustering for Convolutional Neural Networks5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2382Divide 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
2383Denoising Masked Autoencoders are Certifiable Robust Vision Learners5.006.001.221.00
6, 8, 3, 3
6, 8, 5, 5
2384Few-Shot Transferable Robust Representation Learning via Bilevel Attacks5.005.251.300.25
5, 6, 3, 6
6, 6, 3, 6
2385Learning to Linearize Deep Neural Networks for Secure and Efficient Private Inference5.006.670.941.67
6, 6, 3
8, 6, 6
2386TempCLR: Temporal Alignment Representation with Contrastive Learning5.006.000.001.00
3, 5, 6, 6
6, 6, 6, 6
2387The Power of Regularization in Solving Extensive-Form Games5.005.751.300.75
5, 5, 5, 5
5, 5, 5, 8
2388Neural Topic Modeling with Embedding Clustering Regularization5.005.001.220.00
3, 5, 6, 6
3, 5, 6, 6
2389MLPInit: Embarrassingly Simple GNN Training Acceleration with MLP Initialization5.005.502.500.50
8, 6, 3, 3
8, 8, 3, 3
2390Towards Equivariant Graph Contrastive Learning via Cross-Graph Augmentation5.005.002.120.00
3, 8, 6, 3
3, 8, 6, 3
2391One Ring to Bring Them All: Model Adaptation under Domain and Category Shift5.005.001.410.00
3, 6, 6
3, 6, 6
2392On the Importance of Architectures and Hyperparameters for Fairness in Face Recognition5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2393Evaluating 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
2394Curiosity-Driven Unsupervised Data Collection for Offline Reinforcement Learning5.005.001.220.00
6, 5, 6, 3
6, 5, 6, 3
2395Understanding and Bridging the Modality Gap for Speech Translation5.005.251.300.25
3, 6, 6, 5
3, 6, 6, 6
2396MIA: 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
2397Spike Calibration: Bridging the Gap between ANNs and SNNs in ANN-SNN Conversion5.005.752.860.75
5, 6, 8, 1
6, 8, 8, 1
2398Split 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
2399Adversarial Counterfactual Environment Model Learning5.005.001.410.00
3, 6, 6
3, 6, 6
2400PointDP: Diffusion-driven Purification against 3D Adversarial Point Clouds5.005.001.220.00
3, 5, 6, 6
3, 5, 6, 6
2401DeSCo: Towards Scalable Deep Subgraph Counting5.005.001.410.00
3, 6, 6
3, 6, 6
2402Supervised Contrastive Regression5.005.001.220.00
6, 5, 6, 3
6, 5, 6, 3
2403Provable Benefits of Representational Transfer in Reinforcement Learning5.005.001.410.00
6, 3, 6
6, 3, 6
2404Set Discrimination Contrastive Learning5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2405A Class-Aware Representation Refinement Framework for Graph Classification5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2406An information-theoretic approach to unsupervised keypoint representation learning5.005.001.220.00
6, 5, 3, 6
6, 5, 3, 6
2407A simple but effective and efficient global modeling paradigm for image restoration5.005.002.120.00
6, 8, 3, 3
6, 8, 3, 3
2408ISS: Image as Stepping Stone for Text-Guided 3D Shape Generation5.006.000.001.00
6, 6, 3, 5
6, 6, 6, 6
2409MiSAL: Active Learning for Every Budget5.004.501.50-0.50
8, 3, 6, 3
6, 3, 6, 3
2410SOM-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
2411CLIP-FLOW: CONTRASTIVE LEARNING WITH ITERATIVE PSEUDO LABELING FOR OPTICAL FLOW5.005.000.000.00
5, 5, 5
5, 5, 5
2412Bidirectional Learning for Offline Model-based Biological Sequence Design5.005.330.470.33
5, 5, 5
5, 5, 6
2413AQUILA: Communication Efficient Federated Learning with Adaptive Quantization of Lazily-Aggregated Gradients5.005.001.220.00
3, 6, 6, 5
3, 6, 6, 5
2414Multi-User Reinforcement Learning with Low Rank Rewards5.005.600.490.60
3, 5, 5, 6, 6
6, 5, 5, 6, 6
2415Bayesian Robust Graph Contrastive Learning5.005.000.000.00
5, 5, 5, 5
5, 5, 5, 5
2416SoundNeRirF: Receiver-to-Receiver Sound Neural Room Impulse Response Field5.005.251.300.25
6, 6, 3
6, 6, 3, 6
2417Abstract-to-Executable Trajectory Translation for One-Shot Task Generalization5.005.001.220.00
6, 6, 5, 3
6, 6, 5, 3
2418Sparse Misinformation Detector5.005.000.000.00
5, 5, 5
5, 5, 5
2419Trainability Preserving Neural Pruning5.005.001.220.00
6, 3, 5, 6
6, 3, 5, 6
2420Harnessing Out-Of-Distribution Examples via Augmenting Content and Style5.004.751.09-0.25
5, 6, 3, 6
5, 5, 3, 6
2421A Unified Framework of Soft Threshold Pruning5.005.001.410.00
6, 6, 3
6, 6, 3
2422Expanding Datasets With Guided Imagination5.005.002.120.00
3, 6, 8, 3
3, 6, 8, 3
2423Communication Efficient Fair Federated Recommender System5.005.001.220.00
5, 3, 6, 6
5, 3, 6, 6
2424Group DETR: Fast DETR Training with Group-Wise One-to-Many Assignment5.005.000.000.00
5, 5, 5
5, 5, 5
2425Multi-Domain Long-Tailed Learning by Augmenting Disentangled Representations5.005.750.430.75
6, 5, 6, 3
6, 6, 6, 5
2426Mesh-free Eulerian Physics-Informed Neural Networks4.834.831.340.00
6, 3, 6, 3, 6, 5
6, 3, 6, 3, 6, 5
2427Show and Write: Entity-aware Article Generation with Image Information4.834.831.340.00
3, 6, 6, 3, 6, 5
3, 6, 6, 3, 6, 5
2428Rate-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
2429Unifying 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
2430Implicit Neural Spatial Representations for Time-dependent PDEs4.835.500.500.67
6, 5, 6, 3, 6, 3
6, 5, 6, 5, 6, 5
2431Adaptive IMLE for Few-shot Image Synthesis4.805.401.200.60
6, 6, 3, 3, 6
6, 6, 6, 3, 6
2432Curriculum-inspired Training for Selective Neural Networks4.804.401.20-0.40
6, 5, 5, 5, 3
6, 5, 3, 5, 3
2433Actor-Critic Alignment for Offline-to-Online Reinforcement Learning4.804.800.980.00
5, 5, 3, 5, 6
5, 5, 3, 5, 6
2434Learning Deep Operator Networks: The Benefits of Over-Parameterization4.804.801.830.00
3, 3, 5, 5, 8
3, 3, 5, 5, 8
2435A distinct unsupervised reference model from the environment helps continual learning4.804.800.980.00
5, 5, 6, 5, 3
5, 5, 6, 5, 3
2436Gradient Gating for Deep Multi-Rate Learning on Graphs4.805.801.941.00
5, 3, 5, 6, 5
8, 3, 5, 8, 5
2437Evaluating Robustness of Cooperative MARL: A Model-based Approach4.804.800.980.00
3, 5, 5, 5, 6
3, 5, 5, 5, 6
2438Forces 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
2439An alternative approach to train neural networks using monotone variational inequality4.805.001.100.20
6, 5, 5, 3, 5
6, 6, 5, 3, 5
2440Risk-aware Bayesian RL for Cautious Exploration4.804.802.710.00
3, 3, 10, 5, 3
3, 3, 10, 5, 3
2441Attention Enables Zero Approximation Error4.804.800.980.00
5, 5, 3, 6, 5
5, 5, 3, 6, 5
2442The 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
2443Efficient Personalized Federated Learning via Sparse Model-Adaptation4.805.001.100.20
6, 3, 5, 5, 5
6, 3, 5, 6, 5
2444Deformable Graph Transformer4.805.200.400.40
6, 5, 5, 5, 3
6, 5, 5, 5, 5
2445Data-efficient Supervised Learning is Powerful for Neural Combinatorial Optimization4.804.800.980.00
3, 6, 5, 5, 5
3, 6, 5, 5, 5
2446Entropy-Regularized Model-Based Offline Reinforcement Learning4.804.800.980.00
6, 3, 5, 5, 5
6, 3, 5, 5, 5
2447Sensitivity-aware Visual Parameter-efficient Tuning4.804.800.980.00
5, 5, 6, 3, 5
5, 5, 6, 3, 5
2448Variational Imbalanced Regression4.804.801.940.00
5, 6, 6, 6, 1
5, 6, 6, 6, 1
2449MotifExplainer: a Motif-based Graph Neural Network Explainer4.805.001.100.20
5, 5, 3, 5, 6
5, 6, 3, 5, 6
2450QCRS: Improve Randomized Smoothing using Quasi-Concave Optimization4.804.800.980.00
5, 6, 3, 5, 5
5, 6, 3, 5, 5
2451Self-attentive Rationalization for Graph Contrastive Learning4.805.001.100.20
5, 6, 3, 5, 5
5, 6, 3, 6, 5
2452Latent Linear ODEs with Neural Kalman Filtering for Irregular Time Series Forecasting4.754.751.090.00
5, 3, 5, 6
5, 3, 5, 6
2453Learning with Non-Uniform Label Noise: A Cluster-Dependent Semi-Supervised Approach4.754.751.090.00
5, 6, 3, 5
5, 6, 3, 5
2454Self-Supervised Off-Policy Ranking via Crowd Layer4.755.001.220.25
6, 3, 5, 5
6, 3, 6, 5
2455Incremental Predictive Coding: A Parallel and Fully Automatic Learning Algorithm4.754.751.090.00
3, 5, 6, 5
3, 5, 6, 5
2456When and Why Is Pretraining Object-Centric Representations Good for Reinforcement Learning?4.754.751.090.00
3, 6, 5, 5
3, 6, 5, 5
2457Contrastive Representation Learning for Multi-scale Spatial Scenes4.754.752.490.00
8, 5, 5, 1
8, 5, 5, 1
2458Exploiting Personalized Invariance for Better Out-of-distribution Generalization in Federated Learning4.754.751.090.00
6, 5, 5, 3
6, 5, 5, 3
2459Multi-Agent Reinforcement Learning with Shared Resources for Inventory Management4.754.751.090.00
5, 3, 6, 5
5, 3, 6, 5
2460Adaptive Computation with Elastic Input Sequence4.755.500.500.75
3, 6, 5, 5
6, 6, 5, 5
2461Scaling Laws vs Model Architectures: How does Inductive Bias Influence Scaling?4.754.751.090.00
5, 3, 6, 5
5, 3, 6, 5
2462Contrastive Learning of Molecular Representation with Fragmented Views4.754.752.050.00
5, 3, 3, 8
5, 3, 3, 8
2463Contextualized Generative Retrieval4.754.751.090.00
3, 5, 6, 5
3, 5, 6, 5
2464Discrete State-Action Abstraction via the Successor Representation4.754.752.050.00
3, 8, 3, 5
3, 8, 3, 5
2465MiDAS: Multi-integrated Domain Adaptive Supervision for Fake News Detection4.754.751.090.00
3, 5, 6, 5
3, 5, 6, 5
2466Walking the Tightrope: An Investigation of the Convolutional Autoencoder Bottleneck4.754.751.090.00
5, 5, 6, 3
5, 5, 6, 3
2467The Role of Pre-training Data in Transfer Learning4.754.751.090.00
5, 5, 6, 3
5, 5, 6, 3
2468Limits of Algorithmic Stability for Distributional Generalization4.754.752.050.00
3, 5, 8, 3
3, 5, 8, 3
2469VQR: Automated Software Vulnerability Repair Through Vulnerability Queries4.754.751.090.00
5, 6, 5, 3
5, 6, 5, 3
2470Fully Online Meta Learning4.754.752.490.00
8, 5, 1, 5
8, 5, 1, 5
2471What 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
2472Sufficient Subgraph Embedding Memory for Continual Graph Representation Learning4.754.752.050.00
3, 8, 5, 3
3, 8, 5, 3
2473Iterative Task-adaptive Pretraining for Unsupervised Word Alignment4.754.751.090.00
3, 5, 6, 5
3, 5, 6, 5
2474Pretraining 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
2475TOWARD RELIABLE NEURAL SPECIFICATIONS4.754.752.050.00
3, 5, 8, 3
3, 5, 8, 3
2476Pyramidal Denoising Diffusion Probabilistic Models4.754.751.090.00
3, 6, 5, 5
3, 6, 5, 5
2477Pre-Training for Robots: Leveraging Diverse Multitask Data via Offline Reinforcement Learning4.755.001.220.25
5, 5, 6, 3
5, 6, 6, 3
2478An Analytic Framework for Robust Training of Differentiable Hypothesis4.755.251.790.50
5, 6, 5, 3
5, 8, 5, 3
2479Sequential Brick Assembly with Efficient Constraint Satisfaction4.754.751.090.00
3, 5, 5, 6
3, 5, 5, 6
2480Augmentation Curriculum Learning For Generalization in RL4.754.751.090.00
5, 6, 5, 3
5, 6, 5, 3
2481Using the Training History to Detect and Prevent Overfitting in Deep Learning Models4.755.500.500.75
5, 5, 6, 3
5, 5, 6, 6
2482How Hard is Trojan Detection in DNNs? Fooling Detectors With Evasive Trojans4.754.751.090.00
3, 5, 6, 5
3, 5, 6, 5
2483A Differentiable Loss Function for Learning Heuristics in A*4.755.501.800.75
8, 3, 3, 5
8, 3, 5, 6
2484AsymQ: Asymmetric Q-loss to mitigate overestimation bias in off-policy reinforcement learning4.754.752.050.00
5, 3, 8, 3
5, 3, 8, 3
2485Balance is Essence: Accelerating Sparse Training via Adaptive Gradient Correction4.755.001.220.25
5, 3, 6, 5
6, 3, 6, 5
2486Transformer-based World Models Are Happy With 100k Interactions4.756.001.221.25
8, 3, 3, 5
8, 5, 6, 5
2487Robust Federated Learning with Majority Adversaries via Projection-based Re-weighting4.754.751.090.00
5, 5, 6, 3
5, 5, 6, 3
2488Resource Efficient Self-Supervised Learning for Speech Recognition4.754.751.090.00
6, 5, 5, 3
6, 5, 5, 3
2489HyperTime: Implicit Neural Representations for Time Series Generation4.754.751.090.00
5, 6, 5, 3
5, 6, 5, 3
2490Unsupervised Pretraining for Neural Value Approximation4.754.752.050.00
5, 3, 8, 3
5, 3, 8, 3
2491MALIBO: Meta-Learning for Likelihood-free Bayesian Optimization4.755.001.220.25
5, 5, 3, 6
6, 5, 3, 6
2492Asynchronous Message Passing: A new Framework for Learning in Graphs4.755.500.500.75
5, 3, 6, 5
6, 5, 6, 5
2493From Adaptive Query Release to Machine Unlearning4.755.750.431.00
6, 3, 5, 5
6, 6, 6, 5
2494Meta-Learning Black-Box Optimization via Black-Box Optimization4.755.501.800.75
5, 5, 6, 3
8, 5, 6, 3
2495Optimal Membership Inference Bounds for Adaptive Composition of Sampled Gaussian Mechanisms4.754.752.050.00
8, 5, 3, 3
8, 5, 3, 3
2496SPRINT: Scalable Semantic Policy Pre-training via Language Instruction Relabeling4.755.500.500.75
5, 5, 6, 3
5, 6, 6, 5
2497Data Feedback Loops: Model-driven Amplification of Dataset Biases4.755.250.430.50
3, 6, 5, 5
5, 6, 5, 5
2498A 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
2499Action Matching: A Variational Method for Learning Stochastic Dynamics from Samples4.754.751.090.00
5, 5, 6, 3
5, 5, 6, 3
2500An Empirical Study on the Efficacy of Deep Active Learning Techniques4.754.751.090.00
6, 5, 3, 5
6, 5, 3, 5
2501EF21-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
2502Unleash Model Capacity for Universal Dense Retrieval by Task Specialty Optimization4.755.250.430.50
5, 5, 3, 6
5, 5, 5, 6
2503Key Design Choices for Double-transfer in Source-free Unsupervised Domain Adaptation4.754.751.090.00
6, 5, 3, 5
6, 5, 3, 5
2504$Phi$-DVAE: Learning Physically Interpretable Representations with Nonlinear Filtering4.755.251.790.50
6, 5, 3, 5
8, 5, 3, 5
2505Rethinking Uniformity in Self-Supervised Representation Learning4.755.250.430.50
5, 6, 5, 3
5, 6, 5, 5
2506Self-Supervised Learning of Maximum Manifold Capacity Representations4.755.250.430.50
5, 3, 6, 5
5, 5, 6, 5
2507PMI-guided Masking Strategy to Enable Few-shot Learning for Genomic Applications4.754.752.050.00
5, 3, 8, 3
5, 3, 8, 3
2508FP_AINet: Fusion Prototype with Adaptive Induction Network for Few-Shot Learning4.754.751.090.00
3, 6, 5, 5
3, 6, 5, 5
2509DCT-DiffStride: Differentiable Strides with Real-Valued Data4.754.751.090.00
5, 6, 5, 3
5, 6, 5, 3
2510Removing Structured Noise with Diffusion Models4.754.752.050.00
3, 8, 3, 5
3, 8, 3, 5
2511Closed-loop Transcription via Convolutional Sparse Coding4.754.751.090.00
5, 5, 6, 3
5, 5, 6, 3
2512MC-SSL: Towards Multi-Concept Self-Supervised Learning4.754.751.090.00
3, 5, 6, 5
3, 5, 6, 5
2513Latent Hierarchical Imitation Learning for Stochastic Environments4.754.752.050.00
8, 5, 3, 3
8, 5, 3, 3
2514Efficient Discovery of Dynamical Laws in Symbolic Form4.754.752.050.00
8, 3, 5, 3
8, 3, 5, 3
2515Human-AI Coordination via Human-Regularized Search and Learning4.754.752.050.00
8, 3, 3, 5
8, 3, 3, 5
2516Inducing Meaningful Units from Character Sequences with Dynamic Capacity Slot Attention4.754.751.090.00
5, 5, 6, 3
5, 5, 6, 3
2517CounterNet: End-to-End Training of Prediction Aware Counterfactual Explanations4.754.753.030.00
3, 10, 3, 3
3, 10, 3, 3
2518Adaptive Smoothing Gradient Learning for Spiking Neural Networks4.756.251.091.50
8, 3, 3, 5
8, 5, 6, 6
2519Going Beyond Approximation: Encoding Constraints for Explainable Multi-hop Inference via Differentiable Combinatorial Solvers4.754.751.090.00
5, 5, 3, 6
5, 5, 3, 6
2520DBA: Efficient Transformer with Dynamic Bilinear Low-Rank Attention4.755.001.220.25
3, 6, 5, 5
3, 6, 6, 5
2521Client-agnostic Learning and Zero-shot Adaptation for Federated Domain Generalization4.755.001.220.25
5, 6, 5, 3
6, 6, 5, 3
2522MetaPhysiCa: Causality-aware Robustness to OOD Initial Conditions in Physics-informed Machine Learning4.756.400.801.65
5, 6, 5, 3
6, 6, 6, 6, 8
2523Spatial Entropy as an Inductive Bias for Vision Transformers4.754.001.00-0.75
5, 6, 5, 3
5, 3, 5, 3
2524Zero-Label Prompt Selection4.754.751.090.00
5, 3, 5, 6
5, 3, 5, 6
2525Adversarial Text to Continuous Image Generation4.754.751.090.00
5, 5, 6, 3
5, 5, 6, 3
2526A GNN-Guided Predict-and-Search Framework for Mixed-Integer Linear Programming4.754.751.090.00
3, 6, 5, 5
3, 6, 5, 5
2527A Weight Variation-Aware Training Method for Hardware Neuromorphic Chips4.754.751.090.00
6, 5, 5, 3
6, 5, 5, 3
2528Hybrid-Regressive Neural Machine Translation4.754.751.090.00
3, 5, 6, 5
3, 5, 6, 5
2529Effective Offline Reinforcement Learning via Conservative State Value Estimation4.754.752.050.00
8, 3, 5, 3
8, 3, 5, 3
2530Visually-augmented pretrained language models for NLP Tasks without Images4.754.751.090.00
3, 5, 6, 5
3, 5, 6, 5
2531Cold Rao-Blackwellized Straight-Through Gumbel-Softmax Gradient Estimator4.755.501.800.75
5, 5, 3, 6
5, 6, 3, 8
2532$epsilon$-Invariant Hierarchical Reinforcement Learning for Building Generalizable Policy4.754.751.090.00
5, 5, 6, 3
5, 5, 6, 3
2533CCIL: Context-conditioned imitation learning for urban driving4.754.751.090.00
5, 6, 5, 3
5, 6, 5, 3
2534ECLAD: Extracting Concepts with Local Aggregated Descriptors4.754.751.090.00
5, 3, 5, 6
5, 3, 5, 6
2535So-TVAE: Sentiment-oriented Transformer-based Variational Autoencoder Network for Live Video Commenting4.754.751.090.00
5, 3, 5, 6
5, 3, 5, 6
2536SDAC: Efficient Safe Reinforcement Learning with Low-Biased Distributional Actor-Critic4.755.001.220.25
5, 3, 5, 6
6, 3, 5, 6
2537Prompt Tuning for Graph Neural Networks4.754.752.050.00
8, 3, 5, 3
8, 3, 5, 3
2538Neural Unbalanced Optimal Transport via Cycle-Consistent Semi-Couplings4.755.001.220.25
3, 5, 6, 5
3, 6, 6, 5
2539Learning to Boost Resilience of Complex Networks via Neural Edge Rewiring4.754.752.050.00
8, 3, 5, 3
8, 3, 5, 3
2540Adversarial Robustness based on Randomized Smoothing in Quantum Machine Learning4.755.250.430.50
3, 6, 5, 5
5, 6, 5, 5
2541Linear Convergence of Decentralized FedAvg for Non-Convex Objectives: The Interpolation Regime4.754.751.090.00
5, 3, 5, 6
5, 5, 3, 6
2542Rethinking Missing Modality Learning: From a Decoding View4.754.751.090.00
5, 3, 5, 6
5, 3, 5, 6
2543Meta-Weighted Language Model Tuning for Augmentation-Enhanced Few-Shot Learning4.755.001.220.25
5, 5, 3, 6
5, 6, 3, 6
2544Graph-informed Neural Point Process With Monotonic Nets4.754.751.090.00
5, 6, 3, 5
5, 6, 3, 5
2545Learning to Decouple Complex System for Sequential Data4.754.752.050.00
8, 5, 3, 3
8, 5, 3, 3
2546Efficient Large-scale Transformer Training via Random and Layerwise Token Dropping4.754.751.090.00
3, 5, 5, 6
3, 5, 5, 6
2547Hypothetical Training for Robust Machine Reading Comprehension of Tabular Context4.755.002.120.25
5, 3, 3, 8
6, 3, 3, 8
2548On the Efficacy of Server-Aided Federated Learning against Partial Client Participation4.754.751.090.00
5, 6, 5, 3
3, 6, 5, 5
2549Toxicity in Multilingual Machine Translation at Scale4.754.752.050.00
8, 5, 3, 3
8, 5, 3, 3
2550Bandit Learning with General Function Classes: Heteroscedastic Noise and Variance-dependent Regret Bounds4.754.751.090.00
3, 5, 5, 6
3, 5, 5, 6
2551Adaptive Sparse Softmax: An Effective and Efficient Softmax Variant for Text Classification4.754.751.090.00
3, 5, 6, 5
3, 5, 6, 5
2552Continuous Goal Sampling: A Simple Technique to Accelerate Automatic Curriculum Learning4.754.751.090.00
6, 3, 5, 5
6, 3, 5, 5
2553Towards Better Selective Classification4.755.501.800.75
3, 3, 5, 8
3, 6, 5, 8
2554Offline Equilibrium Finding4.754.751.090.00
5, 5, 6, 3
5, 5, 6, 3
2555Effective Self-Supervised Transformers For Sparse Time Series Data4.754.751.090.00
6, 5, 3, 5
6, 5, 3, 5
2556Efficient Shapley Values Estimation by Amortization for Text Classification4.754.752.050.00
8, 3, 5, 3
8, 3, 5, 3
2557Precision Collaboration for Federated Learning4.755.250.430.50
3, 5, 5, 6
5, 5, 5, 6
2558Offline RL of the Underlying MDP from Heterogeneous Data Sources4.754.751.090.00
3, 5, 6, 5
3, 5, 6, 5
2559On the Importance of Calibration in Semi-supervised Learning4.754.751.090.00
5, 5, 6, 3
5, 5, 6, 3
2560Improved Sample Complexity for Reward-free Reinforcement Learning under Low-rank MDPs4.754.751.090.00
6, 3, 5, 5
6, 3, 5, 5
2561Fast Adaptation via Human Diagnosis of Task Distribution Shift4.754.751.090.00
3, 5, 6, 5
3, 5, 6, 5
2562Shortcut Learning Through the Lens of Early Training Dynamics4.755.251.300.50
1, 6, 6, 6
3, 6, 6, 6
2563EmbedDistill: A geometric knowledge distillation for information retrieval4.754.751.090.00
5, 5, 3, 6
5, 5, 3, 6
2564Learning from Labeled Images and Unlabeled Videos for Video Segmentation4.754.752.050.00
5, 8, 3, 3
5, 8, 3, 3
2565REV: Information-Theoretic Evaluation of Free-Text Rationales4.754.751.090.00
5, 3, 5, 6
5, 3, 5, 6
2566Uncertainty-Driven Exploration for Generalization in Reinforcement Learning4.755.250.430.50
3, 5, 6, 5
5, 5, 6, 5
2567Adaptive Parametric Prototype Learning for Cross-Domain Few-Shot Classification4.754.751.090.00
3, 5, 5, 6
3, 5, 5, 6
2568Epistemological 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
2569Have Missing Data? Make It Miss More! Imputing Tabular Data with Masked Autoencoding4.754.751.090.00
5, 5, 3, 6
5, 5, 3, 6
2570Federated Self-supervised Learning for Heterogeneous Clients4.754.751.090.00
5, 6, 5, 3
5, 6, 5, 3
2571Waveformer: Linear-Time Attention with Forward and Backward Wavelet Transform4.755.001.220.25
3, 6, 5, 5
3, 6, 6, 5
2572Semantic Image Manipulation with Background-guided Internal Learning4.754.751.090.00
5, 5, 3, 6
5, 5, 3, 6
2573Reconciling Security and Communication Efficiency in Federated Learning4.754.751.090.00
5, 5, 3, 6
5, 5, 3, 6
2574Noise Injection Node Regularization for Robust Learning4.754.751.090.00
5, 3, 5, 6
5, 3, 5, 6
2575Taming the Long Tail of Deep Probabilistic Forecasting4.754.751.090.00
5, 3, 6, 5
5, 3, 6, 5
2576Risk Control for Online Learning Models4.755.501.800.75
3, 8, 5, 3
6, 8, 5, 3
2577Perturbation Analysis of Neural Collapse4.754.751.090.00
5, 3, 6, 5
5, 3, 6, 5
2578Leveraging the Third Dimension in Contrastive Learning4.754.751.090.00
6, 5, 5, 3
6, 5, 5, 3
2579Learning Top-k Classification with Label Ranking4.754.751.090.00
5, 6, 5, 3
5, 6, 5, 3
2580Theoretical Characterization of How Neural Network Pruning Affects its Generalization4.754.751.090.00
6, 3, 5, 5
6, 3, 5, 5
2581Collaborative Symmetricity Exploitation for Offline Learning of Hardware Design Solver4.754.751.090.00
6, 5, 3, 5
6, 5, 3, 5
2582Policy Expansion for Bridging Offline-to-Online Reinforcement Learning4.754.751.090.00
5, 3, 6, 5
5, 3, 6, 5
2583Prosody-TTS: Self-Supervised Prosody Pretraining with Latent Diffusion For Text-to-Speech4.754.751.090.00
5, 5, 3, 6
5, 5, 3, 6
2584Confounder Identification-free Causal Visual Feature Learning4.754.752.490.00
1, 5, 5, 8
1, 5, 5, 8
2585A Neural Mean Embedding Approach for Back-door and Front-door Adjustment4.754.752.490.00
1, 5, 5, 8
1, 5, 5, 8
2586Multi-View Independent Component Analysis with Shared and Individual Sources4.754.752.050.00
3, 8, 3, 5
3, 8, 3, 5
2587Multi-Agent Multi-Game Entity Transformer4.755.500.500.75
3, 5, 6, 5
6, 5, 6, 5
2588RealSinger: Ultra-Realistic Singing Voice Generation via Stochastic Differential Equations4.754.752.050.00
3, 3, 8, 5
3, 3, 8, 5
2589Skill Machines: Temporal Logic Composition in Reinforcement Learning4.755.250.430.50
5, 3, 5, 6
5, 5, 5, 6
2590Learning Basic Interpretable Factors from Temporal Signals via Physics Symmetry4.755.001.220.25
5, 5, 6, 3
6, 5, 6, 3
2591Can Single-Pass Contrastive Learning Work for Both Homophilic and Heterophilic Graph?4.754.752.050.00
3, 8, 5, 3
3, 8, 5, 3
2592Dynamical 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
2593Video Scene Graph Generation from Single-Frame Weak Supervision4.755.001.220.25
6, 5, 3, 5
6, 6, 3, 5
2594Contrastive Consistent Representation Distillation4.754.751.090.00
6, 5, 5, 3
6, 5, 5, 3
2595CLEEGN: A Convolutional Neural Network for Plug-and-Play Automatic EEG Reconstruction4.755.251.790.50
3, 5, 6, 5
3, 5, 8, 5
2596Unified neural representation model for physical and conceptual spaces4.754.752.050.00
8, 3, 3, 5
8, 3, 3, 5
2597Same Pre-training Loss, Better Downstream: Implicit Bias Matters for Language Models4.755.251.300.50
5, 3, 6, 5
6, 3, 6, 6
2598What's Behind the Mask: Estimating Uncertainty in Image-to-Image Problems4.754.751.090.00
6, 5, 3, 5
6, 5, 3, 5
2599Least Disagree Metric-based Active Learning4.754.751.090.00
3, 6, 5, 5
3, 6, 5, 5
2600Selective Classifier Ensemble4.754.751.090.00
6, 3, 5, 5
6, 3, 5, 5
2601Few-Shot Anomaly Detection on Industrial Images through Contrastive Fine-Tuning4.754.751.090.00
5, 5, 3, 6
5, 5, 3, 6
2602On the robustness of self-supervised models for generative spoken language modeling4.754.751.090.00
6, 5, 3, 5
6, 5, 3, 5
2603ETSformer: Exponential Smoothing Transformers for Time-series Forecasting4.754.751.090.00
5, 6, 5, 3
5, 6, 5, 3
2604Understanding Curriculum Learning in Policy Optimization for Online Combinatorial Optimization4.754.751.090.00
6, 5, 5, 3
6, 5, 5, 3
2605SpeechLM: Enhanced Speech Pre-Training with Unpaired Textual Data4.754.752.050.00
5, 3, 3, 8
5, 3, 3, 8
2606Scalable 3D Object-centric Learning4.754.500.87-0.25
6, 3, 5, 5
5, 3, 5, 5
2607Analysis of Error Feedback in Compressed Federated Non-Convex Optimization4.754.751.090.00
5, 6, 5, 3
5, 6, 5, 3
2608Causal Proxy Models For Concept-Based Model Explanations4.754.751.090.00
5, 3, 6, 5
5, 3, 6, 5
2609Graph Contrastive Learning Under Heterophily: Utilizing Graph Filters to Generate Graph Views4.754.752.050.00
5, 3, 8, 3
5, 3, 8, 3
2610Output Distribution over the Entire Input Space: A Novel Perspective to Understand Neural Networks4.755.500.500.75
5, 6, 3, 5
6, 6, 5, 5
2611Decentralized Robust V-learning for Solving Markov Games with Model Uncertainty4.754.751.090.00
5, 6, 3, 5
5, 6, 3, 5
2612A Unified Framework for Comparing Learning Algorithms4.755.251.790.50
5, 6, 3, 5
5, 8, 3, 5
2613Reward-free Policy Learning through Active Human Involvement4.754.751.090.00
3, 5, 8, 3
6, 5, 5, 3
2614Robust Attention for Contextual Biased Visual Recognition4.755.251.300.50
5, 5, 6, 3
6, 6, 6, 3
2615Complex-Target-Guided Open-Domain Conversation based on offline reinforcement learning4.754.752.050.00
5, 8, 3, 3
5, 8, 3, 3
2616ObPose: Leveraging Pose for Object-Centric Scene Inference and Generation in 3D4.754.751.090.00
6, 3, 5, 5
6, 3, 5, 5
2617Don'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
2618Ahead-of-Time P-Tuning4.754.751.090.00
6, 3, 5, 5
6, 3, 5, 5
2619SimST: A GNN-Free Spatio-Temporal Learning Framework for Traffic Forecasting4.754.751.090.00
6, 5, 5, 3
6, 5, 5, 3
2620Social 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
2621Style Spectroscope: Improve Interpretability and Controllability through Fourier Analysis4.754.752.050.00
8, 5, 3, 3
8, 5, 3, 3
2622Cascaded Teaching Transformers with Data Reweighting for Long Sequence Time-series Forecasting4.754.751.090.00
3, 5, 6, 5
3, 5, 6, 5
2623Hazard Gradient Penalty for Survival Analysis4.754.751.090.00
3, 5, 5, 6
3, 5, 5, 6
2624Reach the Remote Neighbors: Dual-Encoding Transformer for Graphs4.754.751.090.00
5, 5, 6, 3
5, 5, 6, 3
2625Only For You: Deep Neural Anti-Forwarding Watermark Preserves Image Privacy4.754.751.090.00
5, 6, 3, 5
5, 6, 3, 5
2626PromptCast: A New Prompt-based Learning Paradigm for Time Series Forecasting4.754.752.050.00
8, 3, 5, 3
8, 3, 5, 3
2627Revealing Single Frame Bias for Video-and-Language Learning4.754.251.30-0.50
5, 6, 3, 5
5, 6, 3, 3
2628Union Subgraph Neural Networks4.754.751.090.00
6, 5, 5, 3
6, 5, 5, 3
2629NEW TRAINING FRAMEWORK FOR SPEECH ENHANCEMENT USING REAL NOISY SPEECH4.754.752.050.00
5, 3, 3, 8
5, 3, 3, 8
2630Can GNNs Learn Heuristic Information for Link Prediction?4.754.751.090.00
3, 6, 5, 5
3, 6, 5, 5
2631Spatial Attention Kinetic Networks with E(n)-Equivariance4.755.500.500.75
5, 6, 5, 3
5, 6, 5, 6
2632HierBatching: Locality-Aware Out-of-Core Training of Graph Neural Networks4.754.751.090.00
3, 5, 5, 6
3, 5, 5, 6
2633HyperQuery: A Framework for Higher Order Link Prediction4.754.751.090.00
6, 5, 5, 3
6, 5, 5, 3
2634Tiny Adapters for Vision Transformers4.754.751.090.00
5, 5, 6, 3
5, 5, 6, 3
2635Proximal Curriculum for Reinforcement Learning Agents4.754.251.30-0.50
5, 5, 3, 6
5, 3, 3, 6
2636Random Weight Factorization improves the training of Continuous Neural Representations4.754.752.050.00
8, 5, 3, 3
8, 5, 3, 3
2637Improving group robustness under noisy labels using predictive uncertainty4.754.751.090.00
5, 3, 6, 5
5, 3, 6, 5
2638Your Neighbors Are Communicating: Towards Powerful and Scalable Graph Neural Networks4.754.751.090.00
6, 5, 5, 3
6, 5, 5, 3
2639Fair Attribute Completion on Graph with Missing Attributes4.755.750.431.00
6, 3, 5, 5
6, 6, 6, 5
2640ConBaT: Control Barrier Transformer for Safety-Critical Policy Learning4.754.751.090.00
5, 6, 5, 3
5, 6, 5, 3
2641TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second4.757.001.002.25
5, 3, 5, 6
6, 8, 6, 8
2642Friends to Help: Saving Federated Learning from Client Dropout4.754.751.090.00
3, 5, 6, 5
3, 5, 6, 5
2643GraphPNAS: Learning Distribution of Good Neural Architectures via Deep Graph Generative Models4.754.751.090.00
5, 5, 6, 3
5, 5, 6, 3
2644Interpretability with full complexity by constraining feature information4.756.500.871.75
5, 6, 3, 5
6, 8, 6, 6
2645Stealing and Defending Transformer-based Encoders4.754.751.090.00
3, 6, 5, 5
3, 6, 5, 5
2646Curriculum Reinforcement Learning via Morphology-Environment Co-Evolution4.754.751.090.00
5, 3, 5, 6
5, 3, 5, 6
2647Efficient Covariance Estimation for Sparsified Functional Data4.754.751.090.00
3, 5, 5, 6
3, 5, 5, 6
2648Does Continual Learning Equally Forget All Parameters?4.755.751.791.00
6, 1, 6, 6
6, 3, 8, 6
2649EAGLE: Large-scale Learning of Turbulent Fluid Dynamics with Mesh Transformers4.755.001.220.25
3, 5, 5, 6
3, 6, 5, 6
2650On The Inadequacy of Optimizing Alignment and Uniformity in Contrastive Learning of Sentence Representations4.755.500.500.75
5, 3, 5, 6
5, 6, 5, 6
2651Approximated Anomalous Diffusion: Gaussian Mixture Score-based Generative Models4.754.752.050.00
3, 5, 3, 8
3, 5, 3, 8
2652AutoSKDBERT: Learn to Stochastically Distill BERT4.754.751.090.00
5, 5, 3, 6
5, 5, 3, 6
2653An 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
2654Unsupervised Learning of Causal Relationships from Unstructured Data4.753.752.59-1.00
8, 5, 3, 3
8, 3, 1, 3
2655Parameterized projected Bellman operator4.755.001.220.25
5, 5, 3, 6
5, 6, 3, 6
2656Neural 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
2657DropIT: Dropping Intermediate Tensors for Memory-Efficient DNN Training4.755.500.500.75
6, 3, 5, 5
6, 6, 5, 5
2658Measuring Asymmetric Gradient Discrepancy in Parallel Continual Learning4.755.001.220.25
5, 6, 3, 5
5, 6, 3, 6
2659Design of the topology for contrastive visual-textual alignment4.754.751.090.00
3, 5, 6, 5
3, 5, 6, 5
2660Defactorization Transformer: Modeling Long Range Dependency with Local Window Cost4.754.751.090.00
5, 6, 5, 3
5, 6, 5, 3
2661In the ZONE: Measuring difficulty and progression in curriculum generation4.755.250.430.50
3, 5, 5, 6
5, 5, 5, 6
2662Mini-batch $k$-means terminates within $O(d/epsilon)$ iterations4.676.002.551.33
3, 5, 6
3, 5, 6, 10
2663Functional Risk Minimization4.674.671.250.00
6, 5, 3
6, 5, 3
2664Causal Inference for Knowledge Graph Completion4.674.671.250.00
3, 6, 5
3, 6, 5
2665Enriching Online Knowledge Distillation with Specialist Ensemble4.674.671.250.00
3, 5, 6
3, 5, 6
2666Variational Learning ISTA4.675.001.410.33
3, 6, 5
3, 6, 6
2667Deep autoregressive density nets vs neural ensembles for model-based offline reinforcement learning4.674.671.250.00
5, 6, 3
5, 6, 3
2668FedGC: An Accurate and Efficient Federated Learning under Gradient Constraint for Heterogeneous Data4.674.001.41-0.67
6, 5, 3
6, 3, 3
2669MASTER: Multi-task Pre-trained Bottlenecked Masked Autoencoders are Better Dense Retrievers4.675.670.471.00
5, 3, 6
6, 5, 6
2670Some Practical Concerns and Solutions for Using Pretrained Representation in Industrial Systems4.675.001.410.33
5, 3, 6
6, 3, 6
2671Efficient Bayesian Optimization with Deep Kernel Learning and Transformer Pre-trained on Muliple Heterogeneous Datasets4.674.671.250.00
5, 3, 6
5, 3, 6
2672Untangling Effect and Side Effect: Consistent Causal Inference in Non-Targeted Trials4.674.671.250.00
6, 5, 3
6, 5, 3
2673Pseudometric guided online query and update for offline reinforcement learning4.674.671.250.00
6, 3, 5
6, 3, 5
2674Convergence Analysis of Split Learning on Non-IID Data4.674.671.250.00
5, 6, 3
5, 6, 3
2675Do Not Blindly Imitate the Teacher: Loss Perturbation for Knowledge Distillation4.675.672.051.00
3, 3, 8
6, 3, 8
2676Beyond Deep Learning: An Evolutionary Feature Engineering Approach to Tabular Data Classification4.675.001.410.33
5, 3, 6
6, 3, 6
2677Is margin all you need? An extensive empirical study of active learning on tabular data4.675.670.471.00
3, 6, 5
6, 6, 5
2678MolEBM: Molecule Generation and Design by Latent Space Energy-Based Modeling4.674.671.250.00
3, 6, 5
3, 6, 5
2679How Does Self-supervised Learning Work? A Representation Learning Perspective4.676.331.251.67
5, 6, 3
6, 8, 5
2680A Reproducible and Realistic Evaluation of Partial Domain Adaptation Methods4.674.671.250.00
3, 5, 6
3, 5, 6
2681Accelerated Training via Principled Methods for Incrementally Growing Neural Networks4.675.001.410.33
5, 6, 3
6, 6, 3
2682Provably Efficient Reinforcement Learning for Online Adaptive Influence Maximization4.674.671.250.00
5, 3, 6
5, 3, 6
2683System identification of neural systems: If we got it right, would we know?4.674.672.360.00
8, 3, 3
8, 3, 3
2684Axiomatic Explainer Locality With Optimal Transport4.674.671.250.00
3, 5, 6
3, 5, 6
2685Progressive Knowledge Distillation: Constructing Ensembles for Efficient Inference4.674.671.250.00
3, 5, 6
3, 5, 6
2686Blockwise self-supervised learning with Barlow Twins4.674.671.250.00
3, 6, 5
3, 6, 5
2687Achieving Communication-Efficient Policy Evaluation for Multi-Agent Reinforcement Learning: Local TD-Steps or Batching?4.674.671.250.00
3, 5, 6
3, 5, 6
2688Two-Tailed Averaging: Anytime Adaptive Once-in-a-while Optimal Iterate Averaging for Stochastic Optimization4.674.672.360.00
8, 3, 3
8, 3, 3
2689Replay Buffer with Local Forgetting for Adaptive Deep Model-Based Reinforcement Learning4.674.671.250.00
6, 3, 5
6, 3, 5
2690DECODING LAYER SALIENCY IN TRANSFORMERS4.674.671.250.00
3, 5, 6
3, 5, 6
2691Decision Transformer under Random Frame Dropping4.676.000.001.33
3, 5, 6
6, 6, 6
2692On the Importance of Contrastive Loss in Multimodal Learning4.674.671.250.00
3, 6, 5
3, 6, 5
2693Continual Learning with Soft-Masking of Parameter-Level Gradient Flow4.675.001.410.33
5, 3, 6
6, 3, 6
2694Unsupervised Adaptation for Fairness under Covariate Shift4.674.672.360.00
8, 3, 3
8, 3, 3
2695Towards convergence to Nash equilibria in two-team zero-sum games4.675.001.410.33
5, 3, 6
6, 3, 6
2696Towards Understanding How Machines Can Learn Causal Overhypotheses4.674.671.250.00
5, 3, 6
5, 3, 6
2697The Union of Manifolds Hypothesis4.674.672.360.00
3, 8, 3
3, 8, 3
2698P2PRISM - Peer to peer learning with individual prism for secure aggregation4.674.671.250.00
3, 6, 5
3, 6, 5
2699Few-shot Backdoor Attacks via Neural Tangent Kernels4.675.001.410.33
6, 5, 3
6, 6, 3
2700MMVAE+: Enhancing the Generative Quality of Multimodal VAEs without Compromises4.674.671.250.00
5, 6, 3
5, 6, 3
2701Towards Antisymmetric Neural Ansatz Separation4.675.001.410.33
3, 6, 5
3, 6, 6
2702A new photoreceptor-inspired CNN layer enables deep learning models of retina to generalize across lighting conditions4.674.671.250.00
3, 6, 5
3, 6, 5
2703Deep Probabilistic Time Series Forecasting over Long Horizons4.673.670.94-1.00
3, 8, 3
3, 5, 3
2704AN OPERATOR NORM BASED PASSIVE FILTER PRUNING METHOD FOR EFFICIENT CNNS4.675.330.470.67
5, 3, 6
5, 5, 6
2705Learning Privacy-Preserving Graph Embeddings Against Sensitive Attributes Inference4.674.671.250.00
5, 3, 6
5, 3, 6
2706Finding Generalization Measures by Contrasting Signal and Noise4.674.671.250.00
5, 6, 3
5, 6, 3
2707Learning Dictionaries over Datasets through Wasserstein Barycenters4.674.001.41-0.67
6, 5, 3
6, 3, 3
2708KeyCLD: Learning Constrained Lagrangian Dynamics in Keypoint Coordinates from Images4.675.330.470.67
3, 5, 6
5, 5, 6
2709Score Matching via Differentiable Physics4.675.330.470.67
3, 5, 6
5, 5, 6
2710Short-Term Memory Convolutions4.674.671.250.00
3, 5, 6
3, 5, 6
2711Unbiased Decisions Reduce Regret: Adversarial Optimism for the Bank Loan Problem4.675.670.471.00
5, 3, 6
5, 6, 6
2712Diversity of Generated Unlabeled Data Matters for Few-shot Hypothesis Adaptation4.674.672.360.00
3, 8, 3
3, 8, 3
2713CAKE: CAusal and collaborative proxy-tasKs lEarning for Semi-Supervised Domain Adaptation4.674.671.250.00
5, 6, 3
5, 6, 3
2714How to Keep Cool While Training4.674.671.250.00
3, 5, 6
3, 5, 6
2715Model-Based Decentralized Policy Optimization4.674.671.250.00
6, 3, 5
6, 3, 5
2716Few-bit Backward: Quantized Gradients of Activation Functions for Memory Footprint Reduction4.675.001.410.33
5, 6, 3
6, 6, 3
2717Pruning by Active Attention Manipulation4.675.672.051.00
6, 3, 5
6, 3, 8
2718Closed Boundary Learning for NLP Classification Tasks with the Universum Class4.674.671.250.00
5, 3, 6
5, 3, 6
2719UNREAL: Unlabeled Nodes Retrieval and Labeling for Heavily-imbalanced Node Classification4.675.330.470.67
3, 6, 5
5, 6, 5
2720GRAPHSENSOR: A Graph Attention Network for Time-Series Sensor Data4.674.671.250.00
6, 5, 3
6, 5, 3
2721CRISP: Curriculum inducing Primitive Informed Subgoal Prediction for Hierarchical Reinforcement Learning4.674.671.250.00
6, 5, 3
6, 5, 3
2722An Equal-Size Hard EM Algorithm for Diverse Dialogue Generation4.675.001.220.33
3, 5, 6
3, 5, 6, 6
2723NeuralEQ: Neural-Network-Based Equalizer for High-Speed Wireline Communication4.674.671.250.00
5, 6, 3
5, 6, 3
2724VARIATIONAL ADAPTIVE GRAPH TRANSFORMER FOR MULTIVARIATE TIME SERIES MODELING4.674.671.250.00
6, 5, 3
6, 5, 3
2725Large Language Models Can Self-improve4.674.672.360.00
3, 3, 8
3, 3, 8
2726Safe Reinforcement Learning with Contrastive Risk Prediction4.674.671.250.00
6, 3, 5
6, 3, 5
2727MoCa: Cognitive Scaffolding for Language Models in Causal and Moral Judgment Tasks4.674.672.360.00
3, 3, 8
3, 3, 8
2728Lattice Convolutional Networks for Learning Ground States of Quantum Many-Body Systems4.674.672.360.00
3, 8, 3
3, 8, 3
2729Learning to Optimize Quasi-Newton Methods4.674.671.250.00
3, 5, 6
3, 5, 6
2730An Adaptive Policy to Employ Sharpness-Aware Minimization4.674.671.250.00
6, 3, 5
6, 3, 5
2731Stochastic Bridges as Effective Regularizers for Parameter-Efficient Tuning4.674.671.250.00
6, 5, 3
6, 5, 3
2732Latent Bottlenecked Attentive Neural Processes4.674.671.250.00
3, 5, 6
3, 5, 6
2733VoLTA: Vision-Language Transformer with Weakly-Supervised Local-Feature Alignment4.674.671.250.00
3, 5, 6
3, 5, 6
2734A Novel Fast Exact Subproblem Solver for Stochastic Quasi-Newton Cubic Regularized Optimization4.674.671.250.00
5, 3, 6
5, 3, 6
2735On the Mysterious Optimization Geometry of Deep Neural Networks4.674.671.250.00
5, 3, 6
5, 3, 6
2736On the Implicit Bias Towards Depth Minimization in Deep Neural Networks4.674.671.250.00
5, 3, 6
5, 3, 6
2737Quantum 3D graph structure learning with applications to molecule computing4.674.671.250.00
6, 5, 3
6, 5, 3
2738Score-based Generative 3D Mesh Modeling4.674.671.250.00
3, 5, 6
3, 5, 6
2739Why Self Attention is Natural for Sequence-to-Sequence Problems? A Perspective from Symmetries4.674.671.250.00
5, 6, 3
5, 6, 3
2740Large Learning Rate Matters for Non-Convex Optimization4.674.671.250.00
5, 6, 3
5, 6, 3
2741Value-Based Membership Inference Attack on Actor-Critic Reinforcement Learning4.674.671.250.00
5, 6, 3
5, 6, 3
2742FOCUS: Fairness via Agent-Awareness for Federated Learning on Heterogeneous Data4.674.671.250.00
3, 5, 6
3, 5, 6
2743RainProof: An Umbrella to Shield Text Generator from Out-Of-Distribution Data4.674.671.250.00
5, 6, 3
5, 6, 3
2744PerFedMask: Personalized Federated Learning with Optimized Masking Vectors4.675.001.410.33
5, 3, 6
6, 3, 6
2745Neural Implicit Manifold Learning for Topology-Aware Generative Modelling4.674.671.250.00
6, 3, 5
6, 3, 5
2746Characterizing neural representation of cognitively-inspired deep RL agents during an evidence accumulation task4.674.671.250.00
5, 3, 6
5, 3, 6
2747Rule-based policy regularization for reinforcement learning-based building control4.674.671.250.00
3, 6, 5
3, 6, 5
2748Deep Dependency Networks for Action Classification in Video4.674.671.250.00
3, 5, 6
3, 5, 6
2749Structural Adversarial Objectives for Self-Supervised Representation Learning4.674.671.250.00
5, 6, 3
5, 6, 3
2750Defending against Reconstruction attacks using Rényi Differential Privacy4.674.671.250.00
5, 6, 3
5, 6, 3
2751Abstracting Imperfect Information Away from Two-Player Zero-Sum Games4.674.671.250.00
3, 5, 6
3, 5, 6
2752Joint Embedding Self-Supervised Learning in the Kernel Regime4.674.671.250.00
6, 5, 3
6, 5, 3
2753SeedGNN: Graph Neural Network for Supervised Seeded Graph Matching4.675.330.470.67
3, 6, 5
5, 6, 5
2754Variational Counterfactual Prediction under Runtime Domain Corruption4.674.671.250.00
5, 6, 3
5, 6, 3
2755Automatic Clipping: Differentially Private Deep Learning Made Easier and Stronger4.674.671.250.00
6, 5, 3
6, 5, 3
2756ELBO-ing Stein Mixtures4.674.672.360.00
3, 3, 8
3, 3, 8
2757Breaking the Curse of Dimensionality for Parametric Elliptic PDEs4.674.673.860.00
1, 3, 10
1, 3, 10
2758Accelerated Riemannian Optimization: Handling Constraints to Bound Geometric Penalties4.674.671.250.00
5, 6, 3
5, 6, 3
2759DEEP ACCURATE SOLVER FOR THE GEODESIC PROBLEM4.674.672.360.00
3, 8, 3
3, 8, 3
2760Signal 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
2761Deep Graph-Level Clustering Using Pseudo-Label-Guided Mutual Information Maximization Network4.674.671.250.00
3, 5, 6
3, 5, 6
2762Semi-Supervised Offline Reinforcement Learning with Action-Free Trajectories4.674.671.250.00
5, 3, 6
5, 3, 6
2763Semi-Implicit Variational Inference via Score Matching4.675.672.051.00
6, 5, 3
6, 8, 3
2764Non-equispaced Fourier Neural Solvers for PDEs4.674.671.250.00
3, 5, 6
3, 5, 6
2765Group-oriented Cooperation in Multi-Agent Reinforcement Learning4.674.671.250.00
3, 6, 5
3, 6, 5
2766Horizon-Free Reinforcement Learning for Latent Markov Decision Processes4.674.671.250.00
5, 3, 6
5, 3, 6
2767Estimating Riemannian Metric with Noise-Contaminated Intrinsic Distance4.674.672.360.00
3, 3, 8
3, 3, 8
2768EMP: Effective Multidimensional Persistence for Graph Representation Learning4.675.330.470.67
6, 5, 3
6, 5, 5
2769Self-Adaptive Perturbation Radii for Adversarial Training4.674.671.250.00
3, 5, 6
3, 5, 6
2770Contrastive Alignment of Vision to Language Through Parameter-Efficient Transfer Learning4.674.671.250.00
3, 5, 6
3, 5, 6
2771EM-Network: Learning Better Latent Variable for Sequence-to-Sequence Models4.674.671.250.00
3, 5, 6
3, 5, 6
2772HotProtein: A Novel Framework for Protein Thermostability Prediction and Editing4.674.671.250.00
5, 3, 6
5, 3, 6
2773On the Neural Tangent Kernel of Equilibrium Models4.674.671.250.00
3, 6, 5
3, 6, 5
2774HYPERPRUNING: EFFICIENT PRUNING THROUGH LYAPUNOV METRIC HYPERSEARCH4.674.671.250.00
3, 6, 5
3, 6, 5
2775Minimum Curvature Manifold Learning4.674.671.250.00
5, 6, 3
5, 6, 3
2776Min-Max Zero-Shot Multi-Label Classification4.674.671.250.00
3, 6, 5
3, 6, 5
2777Generated Graph Detection4.674.671.250.00
6, 3, 5
6, 3, 5
2778Quantum Fourier Networks for solving Parametric PDEs4.674.671.250.00
6, 3, 5
6, 3, 5
2779ADVERSARIALLY BALANCED REPRESENTATION FOR CONTINUOUS TREATMENT EFFECT ESTIMATION4.674.671.250.00
6, 5, 3
6, 5, 3
2780D-CIPHER: Discovery of Closed-form Partial Differential Equations4.674.672.360.00
3, 3, 8
3, 3, 8
2781Learning with MISELBO: The Mixture Cookbook4.674.671.250.00
3, 5, 6
3, 5, 6
2782Monotonicity and Double Descent in Uncertainty Estimation with Gaussian Processes4.674.671.250.00
5, 6, 3
5, 6, 3
2783Analyzing the Effects of Classifier Lipschitzness on Explainers4.674.671.250.00
5, 6, 3
5, 6, 3
2784Enhance Local Consistency for Free: A Multi-Step Inertial Momentum Approach4.674.671.250.00
5, 3, 6
5, 3, 6
2785Robust Constrained Reinforcement Learning4.674.671.250.00
3, 5, 6
3, 5, 6
2786Revitalize Region Feature for Democratizing Video-language Pre-training of Retrieval4.674.671.250.00
6, 3, 5
6, 3, 5
2787Byzantine-robust Decentralized Learning via ClippedGossip4.674.671.250.00
6, 3, 5
6, 3, 5
2788Towards the Out-of-Distribution Generalization of Contrastive Self-Supervised Learning4.675.670.471.00
5, 6, 3
5, 6, 6
2789ColoristaNet for Photorealistic Video Style Transfer4.674.671.250.00
3, 5, 6
3, 5, 6
2790Low-complexity Deep Video Compression with A Distributed Coding Architecture4.674.671.250.00
6, 5, 3
6, 5, 3
2791Property Inference Attacks Against t-SNE Plots4.674.671.250.00
3, 5, 6
3, 5, 6
2792D4AM: A General Denoising Framework for Downstream Acoustic Models4.674.671.250.00
5, 6, 3
5, 6, 3
2793Holistically Explainable Vision Transformers4.674.671.250.00
5, 3, 6
5, 3, 6
2794Instance-wise Batch Label Restoration via Gradients in Federated Learning4.675.672.051.00
3, 6, 5
3, 8, 6
2795GoBigger: A Scalable Platform for Cooperative-Competitive Multi-Agent Interactive Simulation4.674.671.250.00
5, 3, 6
5, 3, 6
2796Simultaneously Learning Stochastic and Adversarial Markov Decision Process with Linear Function Approximation4.674.671.250.00
5, 6, 3
5, 6, 3
2797Gated Domain Units for Multi-source Domain Generalization4.674.671.250.00
5, 6, 3
5, 6, 3
2798Bag of Tricks for FGSM Adversarial Training4.674.751.090.08
3, 5, 6
3, 5, 6, 5
2799A Causal Approach to Detecting Multivariate Time-series Anomalies and Root Causes4.674.671.250.00
6, 5, 3
6, 5, 3
2800A Closer Look at Self-supervised Lightweight Vision Transformers4.674.671.250.00
6, 5, 3
6, 5, 3
2801MABA-Net: Masked Additive Binary Activation Network4.674.671.250.00
5, 3, 6
5, 3, 6
2802Quantum-Inspired Tensorized Embedding with Application to Node Representation Learning4.674.672.360.00
3, 8, 3
3, 8, 3
2803Federated Learning of Large Models at the Edge via Principal Sub-Model Training4.675.001.410.33
6, 5, 3
6, 6, 3
2804Sharper Rates and Flexible Framework for Nonconvex SGD with Client and Data Sampling4.674.251.30-0.42
3, 6, 5
3, 6, 5, 3
2805Rademacher Complexity Over $mathcal{H} Delta mathcal{H}$ Class for Adversarially Robust Domain Adaptation4.674.671.250.00
3, 6, 5
3, 6, 5
2806Differentially Private Dataset Condensation4.675.670.471.00
3, 6, 5
6, 6, 5
2807Dynamics-inspired Neuromorphic Representation Learning4.675.332.050.67
3, 3, 8
3, 5, 8
2808Radial Spike and Slab Bayesian Neural Networks for Sparse Data in Ransomware Attacks4.674.671.250.00
6, 5, 3
6, 5, 3
2809Joint Edge-Model Sparse Learning is Provably Efficient for Graph Neural Networks4.674.671.250.00
3, 5, 6
3, 5, 6
2810Receding Neuron Importances for Structured Pruning4.674.671.250.00
6, 3, 5
6, 3, 5
2811FedPSE: Personalized Sparsification with Element-wise Aggregation for Federated Learning4.674.671.250.00
3, 6, 5
3, 6, 5
2812Multigraph Topology Design for Cross-Silo Federated Learning4.674.671.250.00
3, 6, 5
3, 6, 5
2813Exploit 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
2814Parallel Federated Learning over Heterogeneous Devices4.674.671.250.00
5, 3, 6
5, 3, 6
2815Grafting Vision Transformers4.674.671.250.00
6, 3, 5
6, 3, 5
2816PATCorrect: Non-autoregressive Phoneme-augmented Transformer for ASR Error Correction4.674.671.250.00
6, 3, 5
6, 3, 5
2817NIERT: Accurate Numerical Interpolation through Unifying Scattered Data Representations using Transformer Encoder4.674.671.250.00
5, 3, 6
5, 3, 6
2818Meta-prediction Model for Distillation-Aware NAS on Unseen Datasets4.675.672.051.00
3, 6, 5
3, 6, 8
2819Manifold Characteristics That Predict Downstream Task Performance4.674.671.250.00
5, 3, 6
5, 3, 6
2820Improved Fully Quantized Training via Rectifying Batch Normalization4.674.671.250.00
5, 3, 6
5, 3, 6
2821Lottery Aware Sparsity Hunting: Enabling Federated Learning on Resource-Limited Edge4.675.330.470.67
3, 6, 5
5, 6, 5
2822Phase transition for detecting a small community in a large network4.675.670.471.00
3, 6, 5
6, 6, 5
2823Learning Visual Representation with Synthetic Images and Topologically-defined Labels4.674.671.250.00
3, 6, 5
3, 6, 5
2824A prototype-oriented clustering for domain shift with source privacy4.674.671.250.00
5, 6, 3
5, 6, 3
2825FADE: Enabling Large-Scale Federated Adversarial Training on Resource-Constrained Edge Devices4.675.670.471.00
3, 6, 5
5, 6, 6
2826Temporal Relevance Analysis for Video Action Models4.674.671.250.00
3, 5, 6
3, 5, 6
2827Towards Understanding Convergence and Generalization of AdamW4.674.671.250.00
5, 3, 6
5, 3, 6
2828Learning from Interval-valued Data4.674.672.360.00
3, 3, 8
3, 3, 8
2829Efficient Hyperdimensional Computing4.675.670.471.00
5, 6, 3
5, 6, 6
2830Auxiliary task discovery through generate and test4.676.001.411.33
5, 3, 6
5, 5, 8
2831Exploring Neural Network Representational Similarity using Filter Subspaces4.675.001.410.33
6, 5, 3
6, 6, 3
2832Probing into Overfitting for Video Recognition4.675.670.471.00
6, 3, 5
6, 5, 6
2833Interpretable Single/Multi-label Text Classification with Unsupervised Constituent-label alignments4.675.330.470.67
3, 6, 5
5, 6, 5
2834Functional Relation Field: A Model-Agnostic Framework for Multivariate Time Series Forecasting4.675.001.220.33
5, 6, 3
5, 6, 3, 6
2835A Mutual Information Duality Algorithm for Multi-Agent Specialization4.624.881.170.25
3, 3, 5, 6, 6, 3, 6, 5
3, 3, 5, 6, 6, 5, 6, 5
2836Graph Mixup with Soft Alignments4.604.601.360.00
3, 6, 6, 3, 5
3, 6, 6, 3, 5
2837Emergence of shared sensory-motor graphical language from visual input4.604.601.360.00
3, 6, 3, 5, 6
3, 6, 3, 5, 6
2838Temporal Dynamics Aware Adversarial Attacks On Discrete-Time Graph Models4.604.601.850.00
1, 5, 6, 6, 5
1, 5, 6, 6, 5
2839Escaping saddle points in zeroth-order optimization: two function evaluations suffice4.605.201.940.60
6, 5, 3, 6, 3
8, 6, 3, 6, 3
2840Variational Causal Dynamics: Discovering Modular World Models from Interventions4.604.601.360.00
6, 3, 6, 3, 5
6, 3, 6, 3, 5
2841Feed-Forward Latent Domain Adaptation4.604.602.060.00
3, 3, 3, 6, 8
3, 3, 3, 6, 8
2842Test-time Adaptation for Segmentation via Image Synthesis4.604.601.360.00
3, 6, 6, 3, 5
3, 6, 6, 3, 5
2843Similarity of Neural Architectures Based on Input Gradient Transferability4.604.602.420.00
5, 3, 1, 6, 8
5, 3, 1, 6, 8
2844Equivariant Descriptor Fields: SE(3)-Equivariant Energy-Based Models for End-to-End Visual Robotic Manipulation Learning4.605.001.100.40
3, 3, 5, 6, 6
3, 5, 5, 6, 6
2845Look in The Mirror: Molecular Graph Contrastive Learning with Line Graph4.605.601.621.00
3, 8, 3, 3, 6
6, 8, 3, 5, 6
2846Linear convergence for natural policy gradient with log-linear policy parametrization4.604.600.800.00
5, 5, 5, 5, 3
5, 5, 5, 5, 3
2847Chopping Formers is what you need in Vision4.604.601.360.00
3, 6, 6, 3, 5
3, 6, 6, 3, 5
2848Variance Covariance Regularization Enforces Pairwise Independence in Self-Supervised Representations4.604.601.360.00
3, 6, 3, 5, 6
3, 6, 3, 5, 6
2849Multi-Label Knowledge Distillation4.604.001.26-0.60
3, 3, 6, 8, 3
3, 3, 6, 5, 3
2850FrAug: Frequency Domain Augmentation for Time Series Forecasting4.604.600.800.00
3, 5, 5, 5, 5
3, 5, 5, 5, 5
2851Distributionally 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
2852Does Dataset Lottery Ticket Hypothesis Exist?4.604.601.360.00
3, 3, 6, 6, 5
3, 3, 6, 6, 5
2853Exploring 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
2854QFuture: Learning Future Expectations in Multi-Agent Reinforcement Learning4.604.601.360.00
6, 3, 6, 3, 5
6, 3, 6, 3, 5
2855Free 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
2856DELTA: Diverse Client Sampling for Fasting Federated Learning4.504.501.500.00
6, 6, 3, 3
6, 6, 3, 3
2857Batch Normalization and Bounded Activation Functions4.504.500.870.00
5, 5, 5, 3
5, 5, 5, 3
2858Deep Equilibrium Non-Autoregressive Sequence Learning4.504.500.870.00
5, 3, 5, 5
5, 3, 5, 5
2859Optimistic Exploration in Reinforcement Learning Using Symbolic Model Estimates4.504.501.500.00
6, 3, 3, 6
6, 3, 3, 6
2860Topology Matters in Fair Graph Learning: a Theoretical Pilot Study4.505.251.300.75
3, 3, 6, 6
6, 3, 6, 6
2861Approximation ability of Transformer networks for functions with various smoothness of Besov spaces: error analysis and token extraction4.504.500.870.00
3, 5, 5, 5
3, 5, 5, 5
2862Reinforcement Logic Rule Learning for Temporal Point Processes4.504.501.500.00
6, 3, 3, 6
6, 3, 3, 6
2863UNDERSTANDING HTML WITH LARGE LANGUAGE MODELS4.504.751.090.25
5, 5, 3, 5
5, 5, 3, 6
2864Semi-Autoregressive Energy Flows: Towards Determinant-Free Training of Normalizing Flows4.504.501.500.00
6, 3, 6, 3
6, 3, 6, 3
2865ACE-EM: Boosted ab initio Cryo-EM 3D Reconstruction with Asymmetric Complementary Autoencoder4.504.501.500.00
6, 6, 3, 3
6, 6, 3, 3
2866A Fast, Well-Founded Approximation to the Empirical Neural Tangent Kernel4.505.000.000.50
5, 5, 5, 3
5, 5, 5, 5
2867Towards Unsupervised Time Series Representation Learning: A Decomposition Perspective4.504.501.500.00
6, 6, 3, 3
6, 6, 3, 3
2868Steerable Equivariant Representation Learning4.504.500.870.00
5, 3, 5, 5
5, 3, 5, 5
2869Federated Learning with Heterogeneous Label Noise: A Dual Structure Approach4.504.500.870.00
5, 3, 5, 5
5, 3, 5, 5
2870Spatiotemporal 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
2871ConserWeightive Behavioral Cloning for Reliable Offline Reinforcement Learning4.504.500.870.00
5, 5, 3, 5
5, 5, 3, 5
2872ProtFIM: Fill-in-Middle Protein Sequence Design via Protein Language Models4.504.500.870.00
3, 5, 5, 5
3, 5, 5, 5
2873MUG: Interactive Multimodal Grounding on User Interfaces4.504.500.870.00
3, 5, 5, 5
3, 5, 5, 5
2874SIMPLE: A Gradient Estimator for k-Subset Sampling4.505.251.300.75
6, 3, 3, 6
6, 3, 6, 6
2875Greedy Information Maximization for Online Feature Selection4.504.501.120.00
6, 5, 3, 3, 5, 5
6, 5, 3, 3, 5, 5
2876Cross-Domain Few-Shot Relation Extraction via Representation Learning and Domain Adaptation4.504.500.870.00
5, 5, 5, 3
5, 5, 5, 3
2877Koopman Operator Learning for Accelerating Quantum Optimization and Machine Learning4.504.501.500.00
6, 3, 6, 3
6, 3, 6, 3
2878Projective Proximal Gradient Descent for Nonconvex Nonsmooth Optimization: Fast Convergence Without Kurdyka-Lojasiewicz (KL) Property4.504.501.500.00
3, 6, 6, 3
3, 6, 6, 3
2879Variable Compositionality Reliably Emerges in Neural Networks4.504.500.870.00
3, 5, 5, 5
3, 5, 5, 5
2880Causally-guided Regularization of Graph Attention improves Generalizability4.504.500.870.00
3, 5, 5, 5
3, 5, 5, 5
2881A Simple Approach for State-Action Abstraction using a Learned MDP Homomorphism4.504.501.500.00
6, 3, 3, 6
6, 3, 3, 6
2882Optimal Transport-Based Supervised Graph Summarization4.505.001.220.50
3, 3, 6, 6
5, 3, 6, 6
2883Double 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
2884Beam Tree Recursive Cells4.505.750.431.25
5, 5, 3, 5
6, 5, 6, 6
2885Cross-Silo Training of Differentially Private Models with Secure Multiparty Computation4.504.501.500.00
3, 6, 6, 3
3, 6, 6, 3
2886Illusory Adversarial Attacks on Sequential Decision-Makers and Countermeasures4.505.000.000.50
5, 5, 3, 5
5, 5, 5, 5
2887Catastrophic overfitting is a bug but it is caused by features4.505.500.501.00
6, 3, 6, 3
6, 5, 6, 5
2888Robust Universal Adversarial Perturbations4.504.751.090.25
5, 3, 5, 5
6, 3, 5, 5
2889SARNET: SARCASM VS TRUE-HATE DETECTION NETWORK4.504.500.870.00
5, 5, 5, 3
5, 5, 5, 3
2890On Gradient Descent Convergence beyond the Edge of Stability4.504.500.870.00
5, 3, 5, 5
5, 3, 5, 5
2891Robustifying Language Models via Adversarial Training with Masked Gradient4.504.500.870.00
5, 5, 5, 3
5, 5, 5, 3
2892Convexifying Transformers: Improving optimization and understanding of transformer networks4.504.500.870.00
5, 5, 3, 5
5, 5, 3, 5
2893TimeSeAD: Benchmarking Deep Time-Series Anomaly Detection4.504.500.870.00
5, 5, 5, 3
5, 5, 5, 3
2894Towards Multi-spatiotemporal-scale Generalized PDE Modeling4.504.500.870.00
5, 3, 5, 5
5, 3, 5, 5
2895Internet-augmented language models through few-shot prompting for open-domain question answering4.504.501.500.00
6, 6, 3, 3
6, 6, 3, 3
2896Generalized Belief Transport4.504.502.060.00
5, 6, 6, 1
5, 6, 6, 1
2897Maximal Correlation-Based Post-Nonlinear Learning for Bivariate Causal Discovery4.504.501.500.00
6, 6, 3, 3
6, 6, 3, 3
2898Interactive Sequential Generative Models4.504.251.30-0.25
3, 6, 3, 6
3, 5, 3, 6
2899Relaxed Attention for Transformer Models4.504.500.870.00
5, 5, 3, 5
5, 5, 3, 5
2900Vector Quantization and Shifting: Exploiting Latent Properties to Optimize Neural Codecs4.505.002.120.50
6, 3, 3, 6
6, 3, 3, 8
2901MARLlib: Extending RLlib for Multi-agent Reinforcement Learning4.504.500.870.00
5, 3, 5, 5
5, 3, 5, 5
2902Energy Consumption-Aware Tabular Benchmarks for Neural Architecture Search4.504.500.870.00
3, 5, 5, 5
3, 5, 5, 5
2903Query The Agent: Improving Sample Efficiency Through Epistemic Uncertainty Estimation4.504.500.870.00
5, 5, 3, 5
5, 5, 3, 5
2904Cold Posteriors through PAC-Bayes4.504.500.870.00
5, 3, 5, 5
5, 3, 5, 5
2905Toward Effective Deep Reinforcement Learning for 3D Robotic Manipulation: End-to-End Learning from Multimodal Raw Sensory Data4.504.500.870.00
5, 3, 5, 5
5, 3, 5, 5
2906ChemAlgebra : Algebraic Reasoning on Chemical Reactions4.505.400.490.90
6, 3, 3, 6
5, 5, 5, 6, 6
2907Improving Adversarial Robustness via Frequency Regularization4.504.500.870.00
5, 3, 5, 5
5, 3, 5, 5
2908$omega$GNNs: Deep Graph Neural Networks Enhanced by Multiple Propagation Operators4.504.500.870.00
5, 5, 3, 5
5, 5, 3, 5
2909Learning from Asymmetrically-corrupted Data in Regression for Sensor Magnitude4.504.502.060.00
6, 1, 6, 5
6, 1, 6, 5
2910Modeling the Uncertainty with Maximum Discrepant Students for Semi-supervised 2D Pose Estimation4.504.500.870.00
5, 3, 5, 5
5, 3, 5, 5
2911Adversarial Causal Augmentation for Graph Covariate Shift4.504.501.500.00
6, 3, 3, 6
6, 3, 3, 6
2912On the Robustness of Randomized Ensembles to Adversarial Perturbations4.504.501.500.00
6, 6, 3, 3
6, 6, 3, 3
2913Deep Transformer Q-Networks for Partially Observable Reinforcement Learning4.504.502.060.00
6, 6, 5, 1
6, 6, 5, 1
2914Visual Expertise and the Log-Polar Transform Explain Image Inversion Effects4.504.500.870.00
3, 5, 5, 5
3, 5, 5, 5
2915FedDebias: Reducing the Local Learning Bias Improves Federated Learning on Heterogeneous Data4.504.500.870.00
5, 3, 5, 5
5, 3, 5, 5
2916Best Possible Q-Learning4.504.501.500.00
3, 6, 6, 3
3, 6, 6, 3
2917Self-Supervised Logit Adjustment4.504.751.090.25
5, 5, 3, 5
6, 5, 3, 5
2918Leaves: Learning Views for Time-Series Data in Contrastive Learning4.504.500.870.00
3, 5, 5, 5
3, 5, 5, 5
2919DeepGuiser: Learning to Disguise Neural Architectures for Impeding Adversarial Transfer Attacks4.504.251.30-0.25
3, 6, 3, 6
3, 5, 3, 6
2920The Cost of Privacy in Fair Machine Learning4.504.500.870.00
3, 5, 5, 5
3, 5, 5, 5
2921When Majorities Prevent Learning: Eliminating Bias to Improve Worst-group and Out-of-distribution Generalization4.504.500.870.00
3, 5, 5, 5
3, 5, 5, 5
2922Fairness-Aware Model-Based Multi-Agent Reinforcement Learning for Traffic Signal Control4.504.500.870.00
5, 5, 5, 3
5, 5, 5, 3
2923Learning Unified Representations for Multi-Resolution Face Recognition4.504.500.870.00
5, 3, 5, 5
5, 3, 5, 5
2924Graph Signal Sampling for Inductive One-Bit Matrix Completion: a Closed-form Solution4.505.002.120.50
6, 3, 3, 6
8, 3, 3, 6
2925Adaptive Weight Decay: On The Fly Weight Decay Tuning for Improving Robustness4.504.500.870.00
5, 3, 5, 5
5, 3, 5, 5
2926Machine Unlearning of Federated Clusters4.504.501.500.00
6, 3, 3, 6
6, 3, 3, 6
2927Link Prediction with Non-Contrastive Learning4.505.001.220.50
3, 5, 5, 5
3, 6, 6, 5
2928Goal-Space Planning with Subgoal Models4.504.500.870.00
5, 5, 5, 3
5, 5, 5, 3
2929Learning Unsupervised Forward Models from Object Keypoints4.504.500.870.00
3, 5, 5, 5
3, 5, 5, 5
2930Meta Temporal Point Processes4.505.501.801.00
3, 5, 5, 5
3, 6, 5, 8
2931DCI-ES: An Extended Disentanglement Framework with Connections to Identifiability4.504.751.090.25
3, 5, 5, 5
3, 6, 5, 5
2932OTCOP: Learning optimal transport maps via constraint optimizations4.504.501.500.00
6, 6, 3, 3
6, 6, 3, 3
2933Graduated Non-Convexity for Robust Self-Trained Language Understanding4.504.501.500.00
3, 6, 6, 3
3, 6, 6, 3
2934SemSup-XC: Semantic Supervision for Extreme Classification4.504.500.870.00
5, 5, 5, 3
5, 5, 5, 3
2935Wide Graph Neural Network4.504.502.060.00
6, 5, 1, 6
6, 5, 1, 6
2936Integrating Episodic and Global Novelty Bonuses for Efficient Exploration4.505.250.430.75
5, 3, 5, 5
5, 5, 5, 6
2937Dynamics-aware Skill Generation from Behaviourally Diverse Demonstrations4.504.501.500.00
6, 3, 6, 3
6, 3, 6, 3
2938Calibrating Transformers via Sparse Gaussian Processes4.505.002.120.50
3, 6, 3, 6
3, 6, 3, 8
2939When to Trust Aggregated Gradients: Addressing Negative Client Sampling in Federated Learning4.504.500.870.00
5, 5, 3, 5
5, 5, 3, 5
2940Domain-Unified Prompt Representations for Source-Free Domain Generalization4.504.751.090.25
5, 5, 3, 5
6, 5, 3, 5
2941Disentangling Learning Representations with Density Estimation4.505.250.430.75
5, 5, 3, 5
5, 5, 6, 5
2942A Risk-Averse Equilibrium for Multi-Agent Systems4.504.251.30-0.25
6, 3, 6, 3
6, 3, 5, 3
2943A Learning Based Hypothesis Test for Harmful Covariate Shift4.504.500.870.00
5, 5, 3, 5
5, 5, 3, 5
2944On the Relationship Between Adversarial Robustness and Decision Region in Deep Neural Networks4.504.751.090.25
5, 3, 5, 5
6, 3, 5, 5
2945Noether Embeddings: Fast Temporal Association Mining4.504.500.870.00
5, 5, 5, 3
5, 5, 5, 3
2946Poisson Process for Bayesian Optimization4.504.500.870.00
5, 5, 5, 3
5, 5, 5, 3
2947Where prior learning can and can't work in unsupervised inverse problems4.504.501.500.00
6, 6, 3, 3
6, 6, 3, 3
2948Jointist: 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
2949An 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
2950Schedule-Robust Online Continual Learning4.504.500.870.00
3, 5, 5, 5
3, 5, 5, 5
2951Contrastive Hierarchical Clustering4.504.751.090.25
3, 5, 5, 5
3, 5, 6, 5
2952ESP: Exponential Smoothing on Perturbations for Increasing Robustness to Data Corruptions4.504.751.090.25
5, 5, 5, 3
5, 6, 5, 3
2953Multiple Invertible and Equivariant Transformation for Disentanglement in VAEs4.504.500.870.00
5, 5, 3, 5
5, 5, 3, 5
2954Bayesian 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
2955Emergent Communication with Attention4.504.500.870.00
5, 3, 5, 5
5, 3, 5, 5
2956Self-Consistent Learning: Cooperation between Generators and Discriminators4.504.502.060.00
1, 5, 6, 6
1, 5, 6, 6
2957Personalized Decentralized Bilevel Optimization over Stochastic and Directed Networks4.504.500.870.00
5, 3, 5, 5
5, 3, 5, 5
2958Can you Trust your Disentanglement?4.504.502.690.00
8, 6, 3, 1
8, 6, 3, 1
2959Dr-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
2960Adversarially Robust Neural Lyapunov Control4.504.500.870.00
5, 5, 5, 3
5, 5, 5, 3
2961Temporally-Weighted Spike Encoding for Event-based Object Detection and Classification4.504.501.500.00
3, 3, 6, 6
3, 3, 6, 6
2962What 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
2963Hybrid RL: Using both offline and online data can make RL efficient4.505.750.431.25
1, 5, 6, 6
6, 5, 6, 6
2964Scalable and Privacy-enhanced Graph Generative Model for Graph Neural Networks4.504.501.500.00
3, 6, 6, 3
3, 6, 6, 3
2965Understanding Hindsight Goal Relabeling Requires Rethinking Divergence Minimization4.505.001.220.50
1, 6, 6, 5
3, 6, 6, 5
2966Momentum Diminishes the Effect of Spectral Bias in Physics-Informed Neural Networks4.505.002.550.50
3, 1, 8, 6
5, 1, 8, 6
2967SeqSHAP: Subsequence Level Shapley Value Explanations for Sequential Predictions4.504.500.870.00
5, 5, 3, 5
5, 5, 3, 5
2968Group-level Brain Decoding with Deep Learning4.504.751.090.25
3, 5, 5, 5
3, 5, 5, 6
2969The Continuous CNN: from Task-Specific to Unified CNN Architecture4.504.501.500.00
3, 3, 6, 6
3, 3, 6, 6
2970TransformMix: Learning Transformation and Mixing Strategies for Sample-mixing Data Augmentation4.504.500.870.00
3, 5, 5, 5
3, 5, 5, 5
2971Disentangled Knowledge Transfer: A New Perspective for Personalized Federated Learning4.504.751.090.25
3, 5, 5, 5
3, 5, 6, 5
2972DADAO: Decoupled Accelerated Decentralized Asynchronous Optimization4.504.500.870.00
3, 5, 5, 5
3, 5, 5, 5
2973Defense against Backdoor Attacks via Identifying and Purifying Bad Neurons4.504.500.870.00
5, 5, 3, 5
5, 5, 3, 5
2974DSP: Dynamic Semantic Prototype for Generative Zero-Shot Learning4.504.500.870.00
5, 5, 5, 3
5, 5, 5, 3
2975Topic Aware Transformer: Domain Shift for Unconditional Text Generation Model4.504.501.500.00
6, 6, 3, 3
6, 6, 3, 3
2976Improving Molecular Pretraining with Complementary Featurizations4.504.501.500.00
6, 3, 6, 3
6, 3, 6, 3
2977AutoSparse: Towards Automated Sparse Training4.504.501.120.00
5, 5, 3, 3, 5, 6
5, 5, 3, 3, 5, 6
2978Bootstrap Motion Forecasting With Self-Consistent Constraints4.505.251.790.75
5, 3, 5, 5
8, 3, 5, 5
2979Learning to Split for Automatic Bias Detection4.505.501.801.00
3, 6, 3, 6
5, 8, 3, 6
2980Physics-empowered Molecular Representation Learning4.504.500.870.00
3, 5, 5, 5
3, 5, 5, 5
2981FedGSNR: 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
2982Light-weight probing of unsupervised representations for Reinforcement Learning4.504.501.500.00
6, 3, 3, 6
6, 3, 3, 6
2983Watch What You Pretrain For: Targeted, Transferable Adversarial Examples on Self-Supervised Speech Recognition models4.504.501.500.00
3, 6, 6, 3
3, 6, 6, 3
2984Shot Retrieval and Assembly with Text Script for Video Montage Generation4.505.001.220.50
3, 6, 3, 6
5, 6, 3, 6
2985Towards Expressive Graph Representations for Graph Neural Networks4.504.500.870.00
5, 3, 5, 5
5, 3, 5, 5
2986Efficient, Stable, and Analytic Differentiation of the Sinkhorn Loss4.504.501.500.00
3, 6, 6, 3
3, 6, 6, 3
2987Dynamical Isometry for Residual Networks4.504.501.500.00
6, 3, 3, 6
6, 3, 3, 6
2988Deep Learning meets Nonparametric Regression: Are Weight-Decayed DNNs Locally Adaptive?4.505.750.431.25
3, 5, 5, 5
5, 6, 6, 6
2989Minibatch Stochastic Three Points Method for Unconstrained Smooth Minimization4.504.500.870.00
5, 3, 5, 5
5, 3, 5, 5
2990Least-to-Most Prompting Enables Complex Reasoning in Large Language Models4.506.500.872.00
6, 1, 6, 5
6, 8, 6, 6
2991Approximate Bayesian Inference with Stein Functional Variational Gradient Descent4.505.250.430.75
5, 3, 5, 5
5, 6, 5, 5
2992Contextual Symbolic Policy For Meta-Reinforcement Learning4.504.500.870.00
5, 3, 5, 5
5, 3, 5, 5
2993Node Classification Beyond Homophily: Towards a General Solution4.504.501.500.00
6, 3, 3, 6
6, 3, 3, 6
2994Decouple Graph Neural Networks: Train Multiple Simple GNNs Simultaneously Instead of One4.505.000.000.50
5, 5, 3, 5
5, 5, 5, 5
2995On the Effectiveness of Adapting Pre-trained Transformer Models via Adversarial Noise4.504.500.870.00
3, 5, 5, 5
3, 5, 5, 5
2996A UNIFIED VIEW OF FINDING AND TRANSFORMING WINNING LOTTERY TICKETS4.504.501.500.00
6, 3, 3, 6
6, 3, 3, 6
2997Revisiting Group Robustness: Class-specific Scaling is All You Need4.504.501.500.00
3, 3, 6, 6
3, 3, 6, 6
2998DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models4.504.751.090.25
5, 5, 3, 5
6, 5, 3, 5
2999Gamma Sampling: Fine-grained Controlling Language Models without Training4.504.751.090.25
5, 5, 5, 3
5, 5, 6, 3
3000Parameter Averaging for Feature Ranking4.504.500.870.00
5, 5, 3, 5
5, 5, 3, 5
3001Stochastic Differentially Private and Fair Learning4.505.251.790.75
3, 5, 5, 5
3, 5, 8, 5
3002SegNeRF: 3D Part Segmentation with Neural Radiance Fields4.504.500.870.00
3, 5, 5, 5
3, 5, 5, 5
3003Is Self-Supervised Contrastive Learning More Robust Than Supervised Learning?4.504.500.870.00
3, 5, 5, 5
3, 5, 5, 5
3004Correcting the Sub-optimal Bit Allocation4.504.502.690.00
8, 1, 6, 3
8, 1, 6, 3
3005Partial transportability for domain generalization4.504.501.500.00
3, 3, 6, 6
3, 3, 6, 6
3006Quasi-Conservative Score-based Generative Models4.504.500.870.00
3, 5, 5, 5
3, 5, 5, 5
3007Neural Attention Memory4.504.501.500.00
6, 6, 3, 3
6, 6, 3, 3
3008Meta Optimal Transport4.504.751.090.25
5, 3, 5, 5
5, 3, 5, 6
3009Efficient Exploration via Fragmentation and Recall4.505.250.430.75
5, 5, 5, 3
5, 6, 5, 5
3010CLEP: Exploiting Edge Partitioning for Graph Contrastive Learning4.404.401.960.00
8, 5, 3, 3, 3
8, 5, 3, 3, 3
3011Behavior Proximal Policy Optimization4.404.401.200.00
5, 3, 6, 5, 3
5, 3, 6, 5, 3
3012Representation Power of Graph Convolutions : Neural Tangent Kernel Analysis4.404.401.960.00
3, 5, 3, 3, 8
3, 5, 3, 3, 8
3013Accuracy 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
3014End-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
3015Homotopy-based training of NeuralODEs for accurate dynamics discovery4.404.401.200.00
3, 5, 3, 6, 5
3, 5, 3, 6, 5
3016Learning 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
3017Robustify Transformers with Robust Kernel Density Estimation4.404.401.200.00
3, 6, 5, 3, 5
3, 6, 5, 3, 5
3018M-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
3019Node Importance Specific Meta Learning in Graph Neural Networks4.404.401.200.00
5, 5, 6, 3, 3
5, 5, 6, 3, 3
3020Self-supervised Speech Enhancement using Multi-Modal Data4.404.401.200.00
3, 5, 6, 3, 5
3, 5, 6, 3, 5
3021Conditional Invariances for Conformer Invariant Protein Representations4.404.401.200.00
3, 6, 5, 3, 5
3, 6, 5, 3, 5
3022HOYER REGULARIZER IS ALL YOU NEED FOR EXTREMELY SPARSE SPIKING NEURAL NETWORKS4.405.201.600.80
5, 6, 3, 3, 5
5, 8, 3, 5, 5
3023Breaking Beyond COCO Object Detection4.404.601.360.20
3, 5, 3, 6, 5
3, 6, 3, 6, 5
3024A Deep Conjugate Direction Method for Iteratively Solving Linear Systems4.404.401.960.00
3, 3, 5, 3, 8
3, 3, 5, 3, 8
3025Topology-aware robust optimization4.405.001.100.60
3, 5, 5, 3, 6
5, 5, 6, 3, 6
3026Decoupling Concept Bottleneck Model4.405.401.621.00
3, 5, 5, 3, 6
6, 5, 5, 3, 8
3027Active Topological Mapping by Metric-Free Exploration via Task and Motion Imitation4.404.401.200.00
3, 3, 5, 5, 6
3, 3, 5, 5, 6
3028pFedKT: Personalized Federated Learning via Knowledge Transfer4.334.330.940.00
5, 5, 3
5, 5, 3
3029Deep Reinforcement Learning based Insight Selection Policy4.334.330.940.00
5, 3, 5
5, 3, 5
3030Coreset for Rational Functions4.334.330.940.00
5, 5, 3
5, 5, 3
3031Improving the Calibration of Fine-tuned Language Models via Denoising Variational Auto-Encoders4.336.000.001.67
5, 3, 5
6, 6, 6
3032An Experiment Design Paradigm using Joint Feature Selection and Task Optimization4.334.330.940.00
3, 5, 5
3, 5, 5
3033Deep Latent State Space Models for Time-Series Generation4.334.330.940.00
5, 3, 5
5, 3, 5
3034Covariance Matrix Adaptation MAP-Annealing4.334.330.940.00
3, 5, 5
3, 5, 5
3035AutoMoE: Neural Architecture Search for Efficient Sparsely Activated Transformers4.334.330.940.00
5, 3, 5
5, 3, 5
3036Kuiper: Moderated Asynchronous Federated Learning on Heterogeneous Mobile Devices with Non-IID Data4.334.671.250.33
3, 5, 5
3, 6, 5
3037A Computationally Efficient Sparsified Online Newton Method4.334.330.940.00
3, 5, 5
3, 5, 5
3038MILE: Memory-Interactive Learning Engine for Solving Mathematical Problems4.334.330.940.00
5, 5, 3
5, 5, 3
3039Outlier-Robust Group Inference via Gradient Space Clustering4.334.330.940.00
5, 3, 5
5, 3, 5
3040The Vendi Score: A Diversity Evaluation Metric for Machine Learning4.335.000.000.67
5, 5, 3
5, 5, 5
3041Designing and Using Goal-Conditioned Tools4.334.330.940.00
5, 5, 3
5, 5, 3
3042BertNet: Harvesting Knowledge Graphs from Pretrained Language Models4.334.330.940.00
5, 3, 5
5, 3, 5
30433D Surface Reconstruction in the Wild by Deforming Shape Priors from Synthetic Data4.334.330.940.00
5, 5, 3
5, 5, 3
3044Linkless Link Prediction via Relational Distillation4.334.330.940.00
5, 3, 5
5, 3, 5
3045DIGEST: FAST AND COMMUNICATION EFFICIENT DECENTRALIZED LEARNING WITH LOCAL UPDATES4.334.330.940.00
5, 3, 5
5, 3, 5
3046Learning to Improve Code Efficiency4.334.330.940.00
5, 3, 5
5, 3, 5
3047Aging with GRACE: Lifelong Model Editing with Key-Value Adaptors4.334.330.940.00
5, 5, 3
5, 5, 3
3048Contrastive Vision Transformer for Self-supervised Out-of-distribution Detection4.334.330.940.00
3, 5, 5
3, 5, 5
3049Selection Collider Bias in Large Language Models4.334.330.940.00
5, 3, 5
5, 3, 5
3050Mind the Privacy Budget: How Generative Models Spend their Privacy Budgets4.334.330.940.00
5, 3, 5
5, 3, 5
3051MAD for Robust Reinforcement Learning in Machine Translation4.334.330.940.00
3, 5, 5
3, 5, 5
3052Zero-Shot Retrieval with Search Agents and Hybrid Environments4.334.330.940.00
5, 5, 3
5, 5, 3
3053Learning the Visualness of Text Using Large Vision-Language Models4.334.330.940.00
5, 5, 3
5, 5, 3
3054Explanation Uncertainty with Decision Boundary Awareness4.334.330.940.00
3, 5, 5
3, 5, 5
3055Do We Really Need Labels for Backdoor Defense?4.334.330.940.00
5, 5, 3
5, 5, 3
3056Non-Gaussian Process Regression4.334.330.940.00
5, 5, 3
5, 5, 3
3057The Adversarial Regulation of the Temporal Difference Loss Costs More Than Expected4.334.330.940.00
5, 3, 5
5, 3, 5
3058A Subspace Correction Method for ReLU Neural Networks for Solving PDEs4.334.330.940.00
3, 5, 5
3, 5, 5
3059$mathcal{O}$-GNN: incorporating ring priors into molecular modeling4.336.331.252.00
3, 5, 5
6, 5, 8
3060Graph Contrastive Learning with Model Perturbation4.334.330.940.00
5, 5, 3
5, 5, 3
3061Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models4.335.330.471.00
3, 5, 5
6, 5, 5
3062Brain2GAN; Reconstructing perceived faces from the primate brain via StyleGAN34.334.330.940.00
3, 5, 5
3, 5, 5
3063Learning to Cooperate and Communicate Over Imperfect Channels4.334.330.940.00
3, 5, 5
3, 5, 5
3064Towards Federated Learning of Deep Graph Neural Networks4.334.330.940.00
3, 5, 5
3, 5, 5
3065Hidden 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
3066Multivariate Time Series Forecasting By Graph Attention Networks With Theoretical Guarantees4.334.330.940.00
5, 5, 3
5, 5, 3
3067Hierarchical Prototypes for Unsupervised Dynamics Generalization in Model-Based Reinforcement Learning4.334.330.940.00
3, 5, 5
3, 5, 5
3068Learning to Register Unbalanced Point Pairs4.334.332.360.00
6, 6, 1
6, 6, 1
3069Thinking fourth dimensionally: Treating Time as a Random Variable in EBMs4.334.330.940.00
5, 3, 5
5, 3, 5
3070FedProp: Cross-client Label Propagation for Federated Semi-supervised Learning4.334.251.30-0.08
3, 5, 5
3, 6, 5, 3
3071Scalable Multi-Modal Continual Meta-Learning4.334.330.940.00
5, 3, 5
5, 3, 5
3072DeepGRAND: Deep Graph Neural Diffusion4.334.330.940.00
5, 3, 5
5, 3, 5
3073ASIF: coupled data turns unimodal models to multimodal without training4.334.330.940.00
3, 5, 5
3, 5, 5
3074Two-Dimensional Weisfeiler-Lehman Graph Neural Networks for Link Prediction4.334.330.940.00
5, 5, 3
5, 5, 3
3075Inverse Learning with Extremely Sparse Feedback for Recommendation4.334.330.940.00
5, 3, 5
5, 3, 5
3076CLUTR: Curriculum Learning via Unsupervised Task Representation Learning4.334.330.940.00
5, 5, 3
5, 5, 3
3077Local Distance Preserving Auto-encoders using Continuous k-Nearest Neighbours Graphs4.334.330.940.00
5, 5, 3
5, 5, 3
3078On Regularization for Explaining Graph Neural Networks: An Information Theory Perspective4.334.332.360.00
6, 1, 6
6, 1, 6
3079COMNET : CORTICAL MODULES ARE POWERFUL4.334.330.940.00
5, 3, 5
5, 3, 5
3080Weakly-Supervised Domain Adaptation in Federated Learning4.334.500.870.17
3, 5, 5
3, 5, 5, 5
3081Text and Patterns: For Effective Chain of Thought It Takes Two to Tango4.334.330.940.00
5, 3, 5
5, 3, 5
3082How Weakly Supervised Information helps Contrastive Learning4.334.330.940.00
5, 3, 5
5, 3, 5
3083Treatment Effect Estimation with Collider Bias and Confounding Bias4.334.330.940.00
5, 3, 5
5, 3, 5
3084Eigenvalue Initialisation and Regularisation for Koopman Autoencoders4.334.330.940.00
5, 5, 3
5, 5, 3
3085A Quasistatic Derivation of Optimization Algorithms' Exploration on Minima Manifolds4.334.330.940.00
3, 5, 5
3, 5, 5
3086A Deep Learning Framework for Musical Acoustics Simulations4.334.330.940.00
3, 5, 5
3, 5, 5
3087Amos: An Adam-style Optimizer with Adaptive Weight Decay towards Model-Oriented Scale4.334.330.940.00
5, 3, 5
5, 3, 5
3088Anamnesic Neural Differential Equations with Orthogonal Polynomial Projections4.335.670.471.33
1, 6, 6
5, 6, 6
3089uGLAD: A deep learning model to recover conditional independence graphs4.334.330.940.00
5, 3, 5
5, 3, 5
3090Spatially Resolved Temporal Networks: Online Unsupervised Representation Learning of High Frequency Time Series4.334.330.940.00
5, 5, 3
5, 5, 3
3091How does overparametrization affect performance on minority groups?4.333.800.98-0.53
5, 3, 5
5, 3, 5, 3, 3
3092G-CEALS: Gaussian Cluster Embedding in Autoencoder Latent Space for Tabular Data Representation4.334.671.250.33
5, 3, 5
5, 3, 6
3093Performance Disparities Between Accents in Automatic Speech Recognition4.334.330.940.00
3, 5, 5
3, 5, 5
3094Towards Estimating Transferability using Hard Subsets4.334.330.940.00
5, 5, 3
5, 5, 3
3095Trust Your $nabla$: Gradient-based Intervention Targeting for Causal Discovery4.334.500.870.17
5, 5, 3
5, 5, 3, 5
3096Uncovering the Effectiveness of Calibration on Open Intent Classification4.334.330.940.00
3, 5, 5
3, 5, 5
3097Lossy Compression with Gaussian Diffusion4.334.330.940.00
5, 5, 3
5, 5, 3
3098Deep Generative Wasserstein Gradient Flows4.334.330.940.00
5, 3, 5
5, 3, 5
3099DISCO-DANCE: Learning to Discover Skills with Guidance4.334.330.940.00
3, 5, 5
3, 5, 5
3100Lightweight Uncertainty for Offline Reinforcement Learning via Bayesian Posterior4.334.330.940.00
5, 5, 3
5, 5, 3
3101Pareto Optimization for Active Learning under Out-of-Distribution Data Scenarios4.335.672.051.33
5, 3, 5
8, 3, 6
3102Non-Parametric State-Space Models: Identifiability, Estimation and Forecasting4.334.330.940.00
5, 3, 5
5, 3, 5
3103Grounding High Dimensional Representation Similarity by Comparing Decodability and Network Performance4.334.330.940.00
3, 5, 5
3, 5, 5
3104Likelihood adjusted semidefinite programs for clustering heterogeneous data4.334.330.940.00
3, 5, 5
3, 5, 5
3105Hybrid and Collaborative Passage Reranking4.334.330.940.00
5, 3, 5
5, 3, 5
3106Few-Shot Learning with Representative Global Prototype4.334.330.940.00
5, 3, 5
5, 3, 5
3107Causal Knowledge Transfer from Task Affinity4.334.330.940.00
5, 5, 3
5, 5, 3
3108Hybrid Federated Learning for Feature & Sample Heterogeneity: Algorithms and Implementation4.334.500.870.17
3, 5, 5
3, 5, 5, 5
3109Thinking Two Moves Ahead: Anticipating Other Users Improves Backdoor Attacks in Federated Learning4.334.330.940.00
3, 5, 5
3, 5, 5
3110Neighborhood Gradient Clustering: An Efficient Decentralized Learning Method for Non-IID Data Distributions4.335.000.000.67
3, 5, 5
5, 5, 5
3111Predicting Drug Repurposing Candidates and Their Mechanisms from A Biomedical Knowledge Graph4.334.671.250.33
5, 5, 3
6, 5, 3
3112Learning for Edge-Weighted Online Bipartite Matching with Robustness Guarantees4.334.330.940.00
5, 5, 3
5, 5, 3
3113Policy-Induced Self-Supervision Improves Representation Finetuning in Visual RL4.334.330.940.00
5, 5, 3
5, 5, 3
3114NeuralPCG: Learning Preconditioner for Solving Partial Differential Equations with Graph Neural Network4.334.330.940.00
3, 5, 5
3, 5, 5
3115OoD-Control: Out-of-Distribution Generalization for Adaptive UAV Flight Control4.334.330.940.00
3, 5, 5
3, 5, 5
3116Take 5: Interpretable Image Classification with a Handful of Features4.334.330.940.00
5, 3, 5
5, 3, 5
3117A New Paradigm for Federated Structure Non-IID Subgraph Learning4.334.671.250.33
5, 3, 5
5, 3, 6
3118Provable Unsupervised Data Sharing for Offline Reinforcement Learning4.335.672.051.33
5, 5, 3
8, 6, 3
3119AutoDisc: Automatic Distillation Schedule for Large Language Model Compression4.334.330.940.00
3, 5, 5
3, 5, 5
3120E$^2$: Entropy Discrimination and Energy Optimization for Source-free Universal Domain Adaptation4.334.330.940.00
5, 3, 5
5, 3, 5
3121AdaWAC: Adaptively Weighted Augmentation Consistency Regularization for Volumetric Medical Image Segmentation4.334.330.940.00
5, 3, 5
5, 3, 5
3122Implicit Offline Reinforcement Learning via Supervised Learning4.334.330.940.00
5, 5, 3
5, 5, 3
3123Learnable Visual Words for Interpreting Image Recognition Models4.334.330.940.00
5, 3, 5
5, 3, 5
3124PIPS: Path Integral Stochastic Optimal Control for Path Sampling in Molecular Dynamics4.334.330.940.00
3, 5, 5
3, 5, 5
3125Visual Transformation Telling4.334.671.250.33
5, 3, 5
6, 3, 5
3126OpenFE: Automated Feature Generation beyond Expert-level Performance4.334.671.250.33
3, 5, 5
3, 6, 5
3127Learning to Count Everything: Transformer-based Trackers are Strong Baselines for Class Agnostic Counting4.334.330.940.00
5, 3, 5
5, 3, 5
3128Optimal Neural Network Approximation of Wasserstein Gradient Direction via Convex Optimization4.334.330.940.00
3, 5, 5
3, 5, 5
3129DELVING INTO THE HIERARCHICAL STRUCTURE FOR EFFICIENT LARGE-SCALE BI-LEVEL LEARNING4.334.330.940.00
3, 5, 5
3, 5, 5
3130Towards predicting dynamic stability of power grids with Graph Neural Networks4.335.330.471.00
5, 5, 3
5, 5, 6
3131ACAT: Adversarial Counterfactual Attention for Classification and Detection in Medical Imaging4.334.330.940.00
3, 5, 5
3, 5, 5
3132Structural Generalization of Visual Imitation Learning with Position-Invariant Regularization4.334.671.250.33
5, 5, 3
5, 6, 3
3133Generative Model Based Noise Robust Training for Unsupervised Domain Adaptation4.334.500.870.17
3, 5, 5
3, 5, 5, 5
3134CAMVR: Context-Adaptive Multi-View Representation Learning for Dense Retrieval4.334.330.940.00
3, 5, 5
3, 5, 5
3135BIL: Bandit Inference Learning for Online Representational Similarity Test4.334.330.940.00
3, 5, 5
3, 5, 5
3136Spatially constrained Adversarial Attack Detection and Localization in the Representation Space of Optical Flow Networks4.334.330.940.00
3, 5, 5
3, 5, 5
3137Coordinate and Generalize: A Unified Framework for Audio-Visual Zero-Shot Learning4.333.670.94-0.67
3, 5, 5
3, 3, 5
3138Iterative Relaxing Gradient Projection for Continual Learning4.335.670.471.33
5, 5, 3
6, 6, 5
3139Private GANs, Revisited4.334.330.940.00
5, 3, 5
5, 3, 5
3140On the Dynamics under the Averaged Sample Margin Loss and Beyond4.334.332.360.00
1, 6, 6
1, 6, 6
3141TT-NF: Tensor Train Neural Fields4.334.330.940.00
5, 3, 5
5, 3, 5
3142Reward Learning with Trees: Methods and Evaluation4.334.671.250.33
3, 5, 5
3, 6, 5
3143Learning 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
3144Long-horizon video prediction using a dynamic latent hierarchy4.254.251.300.00
3, 3, 5, 6
3, 3, 5, 6
3145Gene finding revisited: improved robustness through structured decoding from learning embeddings4.254.252.590.00
8, 3, 5, 1
8, 3, 5, 1
3146Towards a Complete Theory of Neural Networks with Few Neurons4.254.251.300.00
3, 6, 3, 5
3, 6, 3, 5
3147Gradient-Based Transfer Learning4.254.251.300.00
3, 3, 5, 6
3, 3, 5, 6
3148Diversity Boosted Learning for Domain Generalization with a Large Number of Domains4.254.251.300.00
5, 6, 3, 3
5, 6, 3, 3
3149The 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
3150Smooth image-to-image translations with latent space interpolations4.254.251.300.00
5, 3, 6, 3
5, 3, 6, 3
3151Protein Sequence Design in a Latent Space via Model-based Reinforcement Learning4.254.252.170.00
3, 3, 3, 8
3, 3, 3, 8
3152On the convergence of SGD under the over-parameter setting4.254.251.920.00
1, 6, 5, 5
1, 6, 5, 5
3153Exphormer: Scaling Graph Transformers with Expander Graphs4.254.251.300.00
5, 3, 3, 6
5, 3, 3, 6
3154Challenging Common Assumptions about Catastrophic Forgetting4.254.251.300.00
3, 6, 5, 3
3, 6, 5, 3
3155How to fine-tune vision models with SGD4.254.251.300.00
3, 5, 3, 6
3, 5, 3, 6
3156Machine Learning Force Fields with Data Cost Aware Training4.254.251.300.00
3, 6, 3, 5
3, 6, 3, 5
3157A Probabilistic Framework For Modular Continual Learning4.254.251.300.00
3, 3, 5, 6
3, 3, 5, 6
3158Automatic Data Augmentation via Invariance-Constrained Learning4.254.501.500.25
3, 5, 6, 3
3, 6, 6, 3
3159NEURAL HAMILTONIAN FLOWS IN GRAPH NEURAL NETWORKS4.254.251.300.00
3, 3, 5, 6
3, 3, 5, 6
3160Finding Private Bugs: Debugging Implementations of Differentially Private Stochastic Gradient Descent4.254.251.300.00
3, 5, 6, 3
3, 5, 6, 3
3161Robust Generative Flows on Reliable Image Reconstruction without Training Data4.254.251.300.00
5, 3, 6, 3
5, 3, 6, 3
3162Boomerang: Local sampling on image manifolds using diffusion models4.254.252.170.00
3, 3, 8, 3
3, 3, 8, 3
3163Latent Topology Induction for Understanding Contextualized Representations4.254.251.920.00
5, 1, 6, 5
5, 1, 6, 5
3164Faster Hyperparameter Search for GNNs via Calibrated Dataset Condensation4.254.001.00-0.25
3, 5, 6, 3
3, 5, 5, 3
3165High-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
3166Do Summarization Models Synthesize?4.254.251.300.00
3, 5, 3, 6
3, 5, 3, 6
3167$beta$-Stochastic Sign SGD: A Byzantine Resilient and Differentially Private Gradient Compressor for Federated Learning4.254.251.300.00
3, 5, 6, 3
3, 5, 6, 3
3168Graph Fourier MMD for signals on data graphs4.254.251.300.00
6, 3, 5, 3
6, 3, 5, 3
3169Proportional Multicalibration4.254.251.300.00
5, 3, 3, 6
5, 3, 3, 6
3170Effectively Modeling Time Series with Simple Discrete State Spaces4.254.252.170.00
3, 3, 3, 8
3, 3, 3, 8
3171Tabular Deep Learning when $d gg n$ by Using an Auxiliary Knowledge Graph4.254.252.590.00
1, 3, 5, 8
1, 3, 5, 8
3172Preserving In-Context Learning Ability in Large Language Model Fine-tuning4.254.251.300.00
6, 3, 5, 3
6, 3, 5, 3
3173Meta-Learning with Explicit Task Information4.254.252.590.00
8, 5, 1, 3
8, 5, 1, 3
3174Differentiable Channel Selection for Self-Attention4.254.251.300.00
6, 3, 3, 5
6, 3, 3, 5
3175Fair Graph Message Passing with Transparency4.254.251.300.00
6, 5, 3, 3
6, 5, 3, 3
3176DeepReShape: Redesigning Neural Networks for Private Inference4.253.751.92-0.50
3, 3, 5, 6
1, 3, 5, 6
3177Learning to reason with relational abstractions4.254.501.500.25
3, 5, 3, 6
3, 6, 3, 6
3178General Policy Evaluation and Improvement by Learning to Identify Few But Crucial States4.254.251.300.00
3, 6, 5, 3
3, 6, 5, 3
3179Does 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
3180Few-Shot Incremental Learning Using HyperTransformers4.254.752.050.50
5, 3, 3, 6
5, 3, 3, 8
3181Graph schemas as abstractions for transfer learning, inference, and planning4.254.251.300.00
5, 6, 3, 3
5, 6, 3, 3
3182Artificial Replay: A Meta-Algorithm for Harnessing Historical Data in Bandits4.254.251.300.00
5, 3, 6, 3
5, 3, 6, 3
3183Efficient One-Shot Neural Architecture Search With Progressive Choice Freezing Evolutionary Search4.254.252.170.00
3, 8, 3, 3
3, 8, 3, 3
3184GraphEditor: An Efficient Graph Representation Learning and Unlearning Approach4.254.751.090.50
3, 3, 6, 5
5, 3, 6, 5
3185Towards a More Rigorous Science of Blindspot Discovery in Image Models4.254.251.300.00
3, 3, 6, 5
3, 3, 6, 5
3186Self-supervised video pretraining yields strong image representations4.254.251.300.00
3, 3, 5, 6
3, 3, 5, 6
3187Loop Unrolled Shallow Equilibrium Regularizer (LUSER) - A Memory-Efficient Inverse Problem Solver4.254.251.300.00
6, 3, 3, 5
6, 3, 3, 5
3188FedLite: Improving Communication Efficiency in Federated Split Learning4.254.251.300.00
3, 6, 5, 3
3, 6, 5, 3
3189Reinforcement Learning for Bandits with Continuous Actions and Large Context Spaces4.253.751.30-0.50
5, 3, 3, 6
3, 3, 3, 6
3190How to Enable Uncertainty Estimation in Proximal Policy Optimization4.254.251.300.00
3, 5, 6, 3
3, 5, 6, 3
3191Training Equilibria in Reinforcement Learning4.254.251.300.00
5, 6, 3, 3
5, 6, 3, 3
3192Planning with Large Language Models for Code Generation4.254.752.050.50
3, 3, 8, 3
3, 5, 8, 3
3193Conformal Prediction is Robust to Label Noise4.254.251.300.00
3, 6, 5, 3
3, 6, 5, 3
3194MyoDex: Generalizable Representations for Dexterous Physiological Manipulation4.254.251.300.00
6, 5, 3, 3
6, 5, 3, 3
3195On the Expressive Power of Geometric Graph Neural Networks4.255.002.120.75
3, 8, 3, 3
3, 8, 6, 3
3196CLMIU: Commonsense Learning in Multimodal Image Understanding.4.254.251.300.00
5, 3, 3, 6
5, 3, 3, 6
3197TOWARDS AN OBJECTIVE EVALUATION OF THE TRUSTWORTHINESS OF CLASSIFIERS4.254.252.590.00
1, 3, 8, 5
1, 3, 8, 5
3198$sigma$Reparam: Stable Transformer Training with Spectral Reparametrization4.254.252.170.00
3, 3, 8, 3
3, 3, 8, 3
3199Federated Learning on Adaptively Weighted Nodes by Bilevel Optimization4.254.251.300.00
6, 5, 3, 3
6, 5, 3, 3
3200Removing Backdoors in Pre-trained Models by Regularized Continual Pre-training4.254.251.300.00
6, 3, 3, 5
6, 3, 3, 5
3201CLAS: Central Latent Action Spaces for Coordinated Multi-Robot Manipulation4.254.751.090.50
3, 6, 3, 5
3, 6, 5, 5
3202Sample-efficient multi-objective molecular optimization with GFlowNets4.254.502.690.25
3, 8, 5, 1
3, 8, 6, 1
3203A Simple Nadaraya-Watson Head for Explainable and Calibrated Classification4.254.251.300.00
3, 5, 3, 6
3, 5, 3, 6
3204Conditional Execution Of Cascaded Models Improves The Accuracy-Efficiency Trade-Off4.254.252.170.00
3, 3, 8, 3
3, 3, 8, 3
3205DynaMS: Dyanmic Margin Selection for Efficient Deep Learning4.254.251.300.00
3, 3, 6, 5
3, 3, 6, 5
3206Dimensionless instance segmentation by learning graph representations of point clouds4.254.252.170.00
3, 8, 3, 3
3, 8, 3, 3
3207Semantic Prior for Weakly Supervised Class-Incremental Segmentation4.254.251.300.00
5, 3, 3, 6
5, 3, 3, 6
3208Biological Factor Regulatory Neural Network4.254.251.300.00
3, 6, 3, 5
3, 6, 3, 5
3209Differentiable Logic Programming for Probabilistic Reasoning4.254.251.300.00
6, 3, 5, 3
6, 3, 5, 3
3210Graph Neural Networks as Gradient Flows: understanding graph convolutions via energy4.254.251.300.00
6, 3, 3, 5
6, 3, 3, 5
3211Memory Learning of Multivariate Asynchronous Time Series4.254.251.300.00
5, 6, 3, 3
5, 6, 3, 3
3212Improving Generative Flow Networks with Path Regularization4.254.751.090.50
5, 3, 6, 3
5, 3, 6, 5
3213Calibration for Decision Making via Empirical Risk Minimization4.254.251.300.00
5, 3, 3, 6
5, 3, 3, 6
3214Contextual Transformer for Offline Reinforcement Learning4.254.251.300.00
5, 3, 3, 6
5, 3, 3, 6
3215Improving Continual Learning by Accurate Gradient Reconstructions of the Past4.254.251.300.00
6, 3, 5, 3
6, 3, 5, 3
3216FairGrad: Fairness Aware Gradient Descent4.254.751.090.50
3, 6, 3, 5
5, 6, 3, 5
3217A Mathematical Framework for Characterizing Dependency Structures of Multimodal Learning4.254.251.920.00
6, 1, 5, 5
6, 1, 5, 5
3218Unbiased Representation of Electronic Health Records for Patient Outcome Prediction4.254.251.300.00
3, 5, 6, 3
3, 5, 6, 3
3219Identification of the Adversary from a Single Adversarial Example4.254.251.300.00
3, 3, 5, 6
3, 3, 5, 6
3220A HIERARCHICAL FRAGMENT-BASED MODEL FOR 3D DRUG-LIKE MOLECULE GENERATION4.254.251.300.00
5, 6, 3, 3
5, 6, 3, 3
3221Poisoning Generative Models to Promote Catastrophic Forgetting4.254.751.090.50
6, 5, 3, 3
6, 5, 3, 5
3222Equivariant Disentangled Transformation for Domain Generalization under Combination Shift4.254.251.300.00
3, 5, 3, 6
3, 5, 3, 6
3223Deep Contrastive Learning Approximates Ensembles of One-Class SVMs with Neural Tangent Kernels4.254.251.300.00
5, 6, 3, 3
5, 6, 3, 3
3224Limitations of Piecewise Linearity for Efficient Robustness Certification4.255.001.220.75
6, 3, 5, 3
6, 3, 5, 6
3225Leveraged Asymmetric Loss with Disambiguation for Multi-label Recognition with One-Positive Annotations4.254.251.300.00
3, 3, 5, 6
3, 3, 5, 6
3226DROP: Conservative Model-based Optimization for Offline Reinforcement Learning4.255.001.220.75
3, 5, 3, 6
6, 5, 3, 6
3227Oracles and Followers: Stackelberg Equilibria in Deep Multi-Agent Reinforcement Learning4.254.251.300.00
6, 3, 5, 3
6, 3, 5, 3
3228What Deep Representations Should We Learn? -- A Neural Collapse Perspective4.254.251.300.00
3, 6, 3, 5
3, 6, 3, 5
3229Towards Adversarially Robust Deepfake Detection: An Ensemble Approach4.256.002.121.75
3, 3, 3, 8
3, 5, 8, 8
3230AlphaDesign: A graph protein design method and benchmark on AlphaFold DB4.254.251.920.00
5, 1, 6, 5
5, 1, 6, 5
3231A Scalable and Exact Gaussian Process Sampler via Kernel Packets4.253.751.30-0.50
5, 3, 6, 3
3, 3, 6, 3
3232Model ChangeLists: Characterizing Changes in ML Prediction APIs4.254.251.300.00
3, 5, 6, 3
3, 5, 6, 3
3233Mixed Federated Learning: Joint Decentralized and Centralized Learning4.254.251.300.00
3, 6, 5, 3
3, 6, 5, 3
3234Stable Optimization of Gaussian Likelihoods4.253.751.30-0.50
5, 3, 6, 3
3, 3, 6, 3
3235Efficient Sequence Packing without Cross-contamination: Accelerating Large Language Models without Impacting Performance4.254.251.300.00
6, 5, 3, 3
6, 5, 3, 3
3236Evaluating Counterfactual Explainers4.254.251.300.00
3, 5, 3, 6
3, 5, 3, 6
3237A Reinforcement Learning Approach to Estimating Long-term Treatment Effects4.254.751.090.50
6, 3, 3, 5
6, 3, 5, 5
3238Conceptual SCAN: Learning With and About Rules4.254.251.300.00
5, 6, 3, 3
5, 6, 3, 3
3239Unsupervised learning of features and object boundaries from local prediction4.254.251.300.00
3, 3, 5, 6
3, 3, 5, 6
3240MERMADE: $K$-shot Robust Adaptive Mechanism Design via Model-Based Meta-Learning4.255.001.220.75
3, 5, 3, 6
5, 6, 3, 6
3241Unpacking Large Language Models with Conceptual Consistency4.254.252.170.00
8, 3, 3, 3
8, 3, 3, 3
3242StarGraph: Knowledge Representation Learning based on Incomplete Two-hop Subgraph4.255.002.120.75
3, 3, 8, 3
3, 6, 8, 3
3243Federated Training of Dual Encoding Models on Small Non-IID Client Datasets4.254.251.300.00
5, 6, 3, 3
5, 6, 3, 3
3244REDUCING OVERSMOOTHING IN GRAPH NEURAL NETWORKS BY CHANGING THE ACTIVATION FUNCTION4.254.751.090.50
3, 3, 5, 6
5, 3, 5, 6
3245Multitask Reinforcement Learning by Optimizing Neural Pathways4.254.251.300.00
3, 5, 6, 3
3, 5, 6, 3
3246Input Perturbation Reduces Exposure Bias in Diffusion Models4.254.251.300.00
3, 3, 6, 5
3, 3, 6, 5
3247RangeAugment: Efficient Online Augmentation with Range Learning4.254.252.170.00
3, 3, 3, 8
3, 3, 3, 8
3248Privacy-Preserving Vision Transformer on Permutation-Encrypted Images4.254.251.920.00
5, 1, 5, 6
5, 1, 5, 6
3249FastDiff 2: Dually Incorporating GANs into Diffusion Models for High-Quality Speech Synthesis4.254.251.300.00
5, 6, 3, 3
5, 6, 3, 3
3250On the Convergence and Calibration of Deep Learning with Differential Privacy4.254.001.26-0.25
5, 6, 3, 3
5, 6, 3, 3, 3
3251Critical 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
3252Restricted Generative Projection for One-Class Classification and Anomaly detection4.254.251.300.00
5, 3, 3, 6
5, 3, 3, 6
3253learning hierarchical multi-agent cooperation with long short-term intention4.254.251.300.00
6, 3, 3, 5
6, 3, 3, 5
3254Pixel-Level Task Helps Pruned Network Transfer to Downstream Tasks4.254.251.300.00
5, 3, 3, 6
5, 3, 3, 6
3255Efficient block contrastive learning via parameter-free meta-node approximation4.254.251.300.00
6, 3, 5, 3
6, 3, 5, 3
3256Improving 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
3257Towards 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
3258MetaFS: An Effective Wrapper Feature Selection via Meta Learning4.254.251.300.00
3, 3, 6, 5
3, 3, 6, 5
3259A Time-Consistency Curriculum for Learning from Instance-Dependent Noisy Labels4.254.251.300.00
3, 6, 5, 3
3, 6, 5, 3
3260Learning Object Affordance with Contact and Grasp Generation4.254.251.300.00
3, 5, 6, 3
3, 5, 6, 3
3261Benchmarking Approximate k-Nearest Neighbour Search for Big High Dimensional Dynamic Data4.254.251.300.00
3, 6, 5, 3
3, 6, 5, 3
3262k-Median Clustering via Metric Embedding: Towards Better Initialization with Differential Privacy4.254.251.300.00
5, 3, 6, 3
5, 3, 6, 3
3263The Convergence Rate of SGD's Final Iterate: Analysis on Dimension Dependence4.254.751.090.50
3, 6, 5, 3
5, 6, 5, 3
3264No Double Descent in PCA: Training and Pre-Training in High Dimensions4.254.251.300.00
3, 5, 3, 6
3, 5, 3, 6
3265Diagnosing and exploiting the computational demands of videos games for deep reinforcement learning4.254.251.300.00
5, 3, 3, 6
5, 3, 3, 6
3266Improving Information Retention in Large Scale Online Continual Learning4.254.251.300.00
3, 6, 3, 5
3, 6, 3, 5
3267ON INJECTING NOISE DURING INFERENCE4.254.251.300.00
3, 6, 3, 5
3, 6, 3, 5
3268Uncertainty-based Multi-Task Data Sharing for Offline Reinforcement Learning4.254.251.300.00
3, 3, 6, 5
3, 3, 6, 5
3269Differentiable Meta-Logical Programming4.254.251.300.00
3, 5, 3, 6
3, 5, 3, 6
3270Efficient and Stealthy Backdoor Attack Triggers are Close at Hand4.254.251.300.00
3, 3, 5, 6
3, 3, 5, 6
3271Teaching Others is Teaching Yourself Regularization For Controllable Language Models4.254.251.300.00
3, 3, 5, 6
3, 3, 5, 6
3272On Intriguing Layer-Wise Properties of Robust Overfitting in Adversarial Training4.254.251.300.00
3, 5, 3, 6
3, 5, 3, 6
3273Uncertainty-Aware Meta-Learning for Multimodal Task Distributions4.254.251.300.00
5, 3, 6, 3
5, 3, 6, 3
3274Federated Learning for Inference at Anytime and Anywhere4.254.251.300.00
3, 5, 6, 3
3, 5, 6, 3
3275Low-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
3276Holding Monotonic Improvement and Generality for Multi-Agent Proximal Policy Optimization4.254.252.170.00
3, 3, 8, 3
3, 3, 8, 3
3277Towards the gradient adjustment by loss status for Neural Network Optimization4.254.251.300.00
5, 6, 3, 3
5, 6, 3, 3
3278Linear Video Transformer with Feature Fixation4.254.251.300.00
3, 3, 6, 5
3, 3, 6, 5
3279Local Coefficient Optimization in Federated Learning4.254.251.300.00
3, 3, 6, 5
3, 3, 6, 5
3280DSPNet: Towards Slimmable Pretrained Networks based on Discriminative Self-supervised Learning4.254.251.300.00
3, 3, 6, 5
3, 3, 6, 5
3281RbX: Region-based explanations of prediction models4.254.251.300.00
3, 5, 3, 6
3, 5, 3, 6
3282Motif-induced Graph Normalization4.254.251.300.00
5, 6, 3, 3
5, 6, 3, 3
3283Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks4.254.251.300.00
3, 3, 6, 5
3, 3, 6, 5
3284Node Number Awareness Representation for Graph Similarity Learning4.254.501.500.25
3, 5, 6, 3
3, 6, 6, 3
3285Improving the Transferability of Adversarial Attacks through Experienced Precise Nesterov Momentum4.254.251.300.00
3, 5, 6, 3
3, 5, 6, 3
3286Sparse Random Networks for Communication-Efficient Federated Learning4.255.501.801.25
5, 3, 6, 3
5, 6, 8, 3
3287Imposing conservation properties in deep dynamics modeling via contrastive learning4.254.251.300.00
3, 5, 3, 6
3, 5, 3, 6
3288Accumulative Poisoning Defense with Memorization Discrepancy4.254.251.300.00
5, 6, 3, 3
5, 6, 3, 3
3289Smart Multi-tenant Federated Learning4.253.500.87-0.75
3, 8, 3, 3
3, 5, 3, 3
3290Accelerating Inverse Reinforcement Learning with Expert Bootstrapping4.254.251.300.00
3, 3, 6, 5
3, 3, 6, 5
3291Intepreting & Improving Pretrained Language Models: A Probabilistic Conceptual Approach4.254.252.170.00
8, 3, 3, 3
8, 3, 3, 3
3292Efficient Trojan Injection: 90% Attack Success Rate Using 0.04% Poisoned Samples4.254.251.300.00
5, 3, 3, 6
5, 3, 3, 6
3293Deep Ensembles for Graphs with Higher-order Dependencies4.254.251.300.00
6, 3, 5, 3
6, 3, 5, 3
3294MEGAN: Multi Explanation Graph Attention Network4.253.751.30-0.50
3, 8, 3, 3
3, 6, 3, 3
3295Practical Approaches for Fair Learning with Multitype and Multivariate Sensitive Attributes4.254.251.920.00
1, 5, 6, 5
1, 5, 6, 5
3296FedREP: A Byzantine-Robust, Communication-Efficient and Privacy-Preserving Framework for Federated Learning4.254.251.300.00
3, 5, 6, 3
3, 5, 6, 3
3297Targeted Adversarial Self-Supervised Learning4.255.001.220.75
3, 6, 3, 5
6, 6, 3, 5
3298Triplet Similarity Learning on Concordance Constraint4.254.251.300.00
3, 3, 5, 6
3, 3, 5, 6
3299Robust Transfer Learning Based on Minimax Principle4.254.251.300.00
3, 5, 6, 3
3, 5, 6, 3
3300Interpreting Neural Networks Through the Lens of Heat Flow4.254.251.300.00
3, 5, 3, 6
3, 5, 3, 6
3301DCE: Offline Reinforcement Learning With Double Conservative Estimates4.254.251.300.00
3, 5, 3, 6
3, 5, 3, 6
3302Efficient Surrogate Gradients for Training Spiking Neural Networks4.255.251.301.00
3, 5, 3, 6
3, 6, 6, 6
3303Configuring Mixed-Integer Linear Programming Solvers with Deep Metric Learning4.254.252.170.00
8, 3, 3, 3
8, 3, 3, 3
3304Graph Neural Bandits4.255.500.501.25
3, 6, 5, 3
6, 6, 5, 5
3305Deep Power Laws for Hyperparameter Optimization4.254.751.090.50
3, 6, 3, 5
5, 6, 3, 5
3306GeoVeX: Geospatial Vectors with Hexagonal Convolutional Autoencoders4.254.251.300.00
3, 6, 5, 3
3, 6, 5, 3
3307MMTSA: Multi-Modal Temporal Segment Attention Network for Efficient Human Activity Recognition4.254.251.300.00
5, 3, 6, 3
5, 3, 6, 3
3308Look Back When Surprised: Stabilizing Reverse Experience Replay for Neural Approximation4.254.252.590.00
3, 5, 8, 1
3, 5, 8, 1
3309Multiscale Neural Operator: Learning Fast and Grid-independent PDE Solvers4.254.251.300.00
3, 6, 5, 3
3, 6, 5, 3
3310Rethinking the Explanation of Graph Neural Network via Non-parametric Subgraph Matching4.254.252.170.00
3, 8, 3, 3
3, 8, 3, 3
3311Q-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
3312Voting from Nearest Tasks: Meta-Vote Pruning of Pretrained Models for Downstream Tasks4.254.251.300.00
3, 5, 3, 6
3, 5, 3, 6
3313Cutting Long Gradient Flows: Decoupling End-to-End Backpropagation Based on Supervised Contrastive Learning4.254.251.300.00
3, 5, 3, 6
3, 5, 3, 6
3314ThinkSum: Probabilistic reasoning over sets using large language models4.254.252.170.00
8, 3, 3, 3
8, 3, 3, 3
3315Model-agnostic Measure of Generalization Difficulty4.254.252.170.00
3, 3, 3, 8
3, 3, 3, 8
3316Hedge Your Actions: Flexible Reinforcement Learning for Complex Action Spaces4.254.752.050.50
1, 3, 5, 8
3, 3, 5, 8
3317Online Learning for Obstacle Avoidance4.204.201.940.00
3, 6, 6, 5, 1
3, 6, 6, 5, 1
3318FaDIn: Fast Discretized Inference for Hawkes Processes with General Parametric Kernels4.204.200.980.00
3, 5, 5, 5, 3
3, 5, 5, 5, 3
3319Game-Theoretic Understanding of Misclassification4.204.201.940.00
3, 5, 6, 6, 1
3, 5, 6, 6, 1
3320Lifting the Curse of Capacity Gap in Distilling Large Language Models4.204.200.980.00
3, 5, 5, 3, 5
3, 5, 5, 3, 5
3321Semi-supervised learning of partial differential operators and dynamical flows4.204.200.980.00
3, 5, 5, 3, 5
3, 5, 5, 3, 5
3322Logic-aware Pre-training of Language Models4.204.201.600.00
1, 5, 5, 5, 5
1, 5, 5, 5, 5
3323Towards Discovering Neural Architectures from Scratch4.204.201.470.00
6, 3, 6, 3, 3
6, 3, 6, 3, 3
3324Neural Autoregressive Refinement for Self-Supervised Outlier Detection beyond Images4.174.171.670.00
5, 5, 5, 1, 6, 3
5, 5, 5, 1, 6, 3
3325Data Leakage in Tabular Federated Learning4.004.001.410.00
6, 3, 3
6, 3, 3
3326Towards Robust Online Dialogue Response Generation4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3327Formal Specifications from Natural Language4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3328A Simple Contrastive Learning Objective for Alleviating Neural Text Degeneration4.004.001.000.00
5, 3, 5, 3
5, 3, 5, 3
3329Moment Distributionally Robust Probabilistic Supervised Learning4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3330Accelerating spiking neural network training using the $d$-block model4.004.001.260.00
3, 3, 6, 5, 3
3, 3, 6, 5, 3
3331RG: OUT-OF-DISTRIBUTION DETECTION WITH REACTIVATE GRADNORM4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3332Proximal Validation Protocol4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3333AUTOMATIC CURRICULUM FOR UNSUPERVISED REIN- FORCEMENT LEARNING4.004.002.160.00
1, 5, 6
1, 5, 6
3334Explicitly Maintaining Diverse Playing Styles in Self-Play4.004.001.410.00
3, 6, 3
3, 6, 3
3335Incompatibility between Deterministic Policy and Generative Adversarial Imitation Learning4.004.001.260.00
3, 3, 6, 3, 5
3, 3, 6, 3, 5
3336CAT: Collaborative Adversarial Training4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3337DEFENDING BACKDOOR ATTACKS VIA ROBUSTNESS AGAINST NOISY LABEL4.004.001.000.00
5, 3, 5, 3
5, 3, 5, 3
3338GNN Domain Adaptation using Optimal Transport4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3339Autoregressive Graph Network for Learning Multi-step Physics4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
3340Neural Integral Equations4.004.001.410.00
6, 3, 3
6, 3, 3
3341Consistent Data Distribution Sampling for Large-scale Retrieval4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3342Mixture 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
3343A Stable and Scalable Method for Solving Initial Value PDEs with Neural Networks4.006.332.362.33
3, 3, 6
3, 8, 8
3344CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets4.004.751.090.75
5, 3, 3, 5
5, 3, 6, 5
3345Forgetful causal masking makes causal language models better zero-shot learners4.004.501.500.50
1, 6, 6, 3
3, 6, 6, 3
3346Marich: A Query-efficient & Online Model Extraction Attack using Public Data4.004.001.410.00
3, 3, 6
3, 3, 6
3347Connecting representation and generation via masked vision-language transformer4.004.001.000.00
5, 3, 5, 3
5, 3, 5, 3
3348Current Anomaly Detectors are Anomalous: On Semantic Treatment of OOD Inputs4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3349Event-former: A Self-supervised Learning Paradigm for Temporal Point Processes4.004.002.120.00
3, 1, 6, 6
3, 1, 6, 6
3350Differentiable Rendering with Reparameterized Volume Sampling4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
3351Just Avoid Robust Inaccuracy: Boosting Robustness Without Sacrificing Accuracy4.003.670.94-0.33
3, 6, 3
3, 5, 3
3352Invariant Aggregator for Defending against Federated Backdoor Attacks4.004.001.000.00
5, 3, 5, 3
5, 3, 5, 3
3353UNDERSTANDING THE ROLE OF POSITIONAL ENCODINGS IN SENTENCE REPRESENTATIONS4.004.751.090.75
3, 5, 3, 5
3, 5, 5, 6
3354Neural Networks as Paths through the Space of Representations4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
3355From Points to Functions: Infinite-dimensional Representations in Diffusion Models4.004.001.000.00
5, 5, 3, 3
5, 5, 3, 3
3356Skill Decision Transformer4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
33573D Equivariant Diffusion for Target-Aware Molecule Generation and Affinity Prediction4.004.671.250.67
3, 3, 6
3, 5, 6
3358Optimizing 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
3359A $2$-parameter Persistence Layer for Learning4.004.251.300.25
3, 5, 5, 3
3, 5, 6, 3
3360NAG-GS: semi-implicit, accelerated and robust stochastic optimizer.4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3361Adversarial Policies Beat Professional-Level Go AIs4.004.001.410.00
3, 6, 3
3, 6, 3
3362Pre-train Graph Neural Networks for Brain Network Analysis4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3363AQuaMaM: An Autoregressive, Quaternion Manifold Model for Rapidly Estimating Complex SO(3) Distributions4.004.671.250.67
3, 3, 6
5, 3, 6
3364Multi-Objective GFlowNets4.004.001.410.00
3, 6, 3
3, 6, 3
3365Triplet learning of task representations in latent space for continual learning4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3366DLP: Data-Driven Label-Poisoning Backdoor Attack4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3367ResGrad: Residual Denoising Diffusion Probabilistic Models for Text to Speech4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
3368Semantic Transformation-based Data Augmentation for Few-Shot Learning4.004.001.410.00
3, 6, 3
3, 6, 3
3369COC curve: operating neural networks at high accuracy and low manual effort4.004.001.410.00
6, 3, 3
6, 3, 3
3370Wide Attention is the Way Forward for Transformers4.004.001.000.00
5, 5, 3, 3
5, 5, 3, 3
3371Stein Variational Goal Generation for adaptive Exploration in Multi-Goal Reinforcement Learning4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3372SAGE: Semantic-Aware Global Explanations for Named Entity Recognition4.004.001.260.00
5, 3, 6, 3, 3
5, 3, 6, 3, 3
3373Learning Stackelberg Equilibria and Applications to Economic Design Games4.004.002.120.00
3, 1, 6, 6
3, 1, 6, 6
3374Personalized federated composite learning with forward-backward envelopes4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3375Attention Based Models for Cell Type Classification on Single-Cell RNA-Seq Data4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3376Robust 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
3377Annealed Fisher Implicit Sampler4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3378Differentiable and transportable structure learning4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
3379SeKron: A Decomposition Method Supporting Many Factorization Structures4.005.002.941.00
1, 6, 5
1, 8, 6
3380Deep Class Conditional Gaussians for Continual Learning4.005.330.471.33
3, 6, 3
5, 6, 5
3381On Feature Diversity in Energy-based Models4.004.201.600.20
5, 5, 1, 6, 3
5, 5, 1, 5, 5
3382How does Uncertainty-aware Sample-selection Help Decision against Action Noise?4.004.001.410.00
3, 3, 6
3, 3, 6
3383QuAFL: Federated Averaging Made Asynchronous and Communication-Efficient4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3384Targeted Attacks on Timeseries Forecasting4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
3385Flareon: Stealthy Backdoor Injection via Poisoned Augmentation4.004.001.410.00
3, 3, 6
3, 3, 6
3386Multi-Head State Space Model for Sequence Modeling4.005.001.221.00
3, 6, 1, 6
3, 6, 5, 6
3387Rewiring with Positional Encodings for GNNs4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3388Gated Inference Network: Inferencing and Learning State-Space Models4.004.001.410.00
6, 3, 3
6, 3, 3
3389Optimizing Spca-based Continual Learning: A Theoretical Approach4.007.001.003.00
6, 3, 1, 6
6, 8, 8, 6
3390Transformers with Multiresolution Attention Heads4.004.001.410.00
3, 6, 3
3, 6, 3
3391Reinforcement Learning using a Molecular Fragment Based Approach for Reaction Discovery4.004.001.260.00
3, 3, 3, 6, 5
3, 3, 3, 6, 5
3392Learning DAGs from Fourier-Sparse Data4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3393Momentum Boosted Episodic Memory for Improving Learning in Long-Tailed RL Environments4.004.001.000.00
5, 5, 3, 3
5, 5, 3, 3
3394Neural Image Compression with a Diffusion-based Decoder4.004.001.410.00
3, 3, 6
3, 3, 6
3395Caption 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
3396Pessimistic Policy Iteration for Offline Reinforcement Learning4.004.001.260.00
3, 6, 3, 3, 5
3, 6, 3, 3, 5
3397Efficient Hyperparameter Optimization Through Tensor Completion4.004.001.000.00
5, 3, 5, 3
5, 3, 5, 3
3398UTS: When Monotonic Value Factorisation Meets Non-monotonic and Stochastic Targets4.004.001.410.00
3, 3, 6
3, 3, 6
3399PAVI: Plate-Amortized Variational Inference4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
3400Multimodal Masked Autoencoders Learn Transferable Representations4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
3401MA2QL: A Minimalist Approach to Fully Decentralized Multi-Agent Reinforcement Learning4.003.751.30-0.25
5, 3, 5, 3
3, 3, 6, 3
3402On Nullspace of Vision Transformers and What Does it Tell Us?4.004.001.000.00
5, 3, 5, 3
5, 3, 5, 3
3403Which is Better for Learning with Noisy Labels: The Semi-supervised Method or Modeling Label Noise?4.004.200.980.20
3, 5, 3, 5
3, 5, 3, 5, 5
3404FACS: FAST ADAPTIVE CHANNEL SQUEEZING4.005.000.001.00
3, 5, 5, 3
5, 5, 5, 5
3405Understanding Pruning at Initialization: An Effective Node-Path Balancing Perspective4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3406Oracle-oriented Robustness: Robust Image Model Evaluation with Pretrained Models as Surrogate Oracle4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
3407Analysis of differentially private synthetic data: a general measurement error approach4.004.001.000.00
5, 3, 5, 3
5, 3, 5, 3
3408Counterfactual Contrastive Learning for Robust Text Classification4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3409Which Invariance Should We Transfer? A Causal Minimax Learning Approach4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3410Graph Contrastive Learning with Reinforced Augmentation4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3411Trusted Aggregation (TAG): Model Filtering Backdoor Defense In Federated Learning4.004.001.000.00
5, 5, 3, 3
5, 5, 3, 3
3412LVQ-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
3413Towards Solving Industrial Sequential Decision-making Tasks under Near-predictable Dynamics via Reinforcement Learning: an Implicit Corrective Value Estimation Approach4.004.500.870.50
3, 3, 5, 5
5, 3, 5, 5
3414The Graph Learning Attention Mechanism: Learnable Sparsification Without Heuristics4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3415On Convergence of Federated Averaging Langevin Dynamics4.004.671.250.67
3, 6, 3
5, 6, 3
3416BYPASSING THE STABILITY-PLASTICITY TRADEOFF TO REDUCE PREDICTIVE CHURN4.005.201.601.20
1, 8, 3, 5, 3
5, 8, 5, 5, 3
3417Invertible normalizing flow neural networks by JKO scheme4.004.751.090.75
5, 3, 3, 5
6, 5, 3, 5
3418SaMoE: Parameter Efficient MoE Language Models via Self-Adaptive Expert Combination4.004.001.410.00
3, 3, 6
3, 3, 6
3419Q-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
3420Learning from Others: Similarity-based Regularization for Mitigating Artifacts4.004.001.000.00
5, 5, 3, 3
5, 5, 3, 3
3421Red PANDA: Disambiguating Anomaly Detection by Removing Nuisance Factors4.004.002.120.00
6, 1, 6, 3
6, 1, 6, 3
3422Internal Purity: A Differential Entropy based Internal Validation Index for Clustering Validation4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3423A Theory of Equivalence-Preserving Program Embeddings4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3424Formal Interpretability with Merlin-Arthur Classifiers4.004.001.000.00
5, 5, 3, 3
5, 5, 3, 3
3425How deep convolutional neural networks lose spatial information with training4.004.001.410.00
3, 6, 3
3, 6, 3
3426Provable Sharpness-Aware Minimization with Adaptive Learning Rate4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3427Beyond 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
3428Offline Communication Learning with Multi-source Datasets4.004.001.000.00
5, 5, 3, 3
5, 5, 3, 3
3429Computational Doob h-transforms for Online Filtering of Discretely Observed Diffusions4.004.001.730.00
5, 5, 1, 5
5, 5, 1, 5
3430Reconciling feature sharing and multiple predictions with MIMO Vision Transformers4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3431$Q$-learning with regularization converges with non-linear non-stationary features4.004.001.410.00
3, 6, 3
3, 6, 3
3432Backdoor or Feature? A New Perspective on Data Poisoning4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3433SpeedyZero: Mastering Atari with Limited Data and Time4.005.670.471.67
3, 3, 6
5, 6, 6
3434Revisiting Activation Function Design for Improving Adversarial Robustness at Scale4.004.001.000.00
5, 5, 3, 3
5, 5, 3, 3
3435What Does Vision Supervision Bring to Language Models? A Case Study of CLIP4.004.001.000.00
5, 3, 5, 3
5, 3, 5, 3
3436Learning to Counter: Stochastic Feature-based Learning for Diverse Counterfactual Explanations4.004.001.000.00
5, 3, 5, 3
5, 3, 5, 3
3437Exploiting Certified Defences to Attack Randomised Smoothing4.004.001.000.00
5, 3, 5, 3
5, 3, 5, 3
3438Score-Based Graph Generative Modeling with Self-Guided Latent Diffusion4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3439BrGANs: Stabilizing GANs' Training Process with Brownian Motion Control4.004.001.000.00
5, 5, 3, 3
5, 5, 3, 3
3440Unfair geometries: exactly solvable data model with fairness implications4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3441ExtraMix: Extrapolatable Data Augmentation for Regression using Generative Models4.004.001.000.00
5, 5, 3, 3
5, 5, 3, 3
3442Learning Combinatorial Node Labeling Algorithms4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3443PBFormer: Capturing Complex Scene Text Shape with Polynomial Band Transformer4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3444Addressing Variable Dependency in GNN-based SAT Solving4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3445Adversarial Examples Guided Pseudo-label Refinement for Decentralized Domain Adaptation4.004.001.000.00
5, 3, 5, 3
5, 3, 5, 3
3446Lost Domain Generalization Is a Natural Consequence of Lack of Training Domains4.004.001.410.00
3, 6, 3
3, 6, 3
3447ContextSpeech: Expressive and Efficient Text-to-Speech for Paragraph Reading4.004.502.690.50
6, 5, 1
6, 3, 1, 8
3448OCD: Learning to Overfit with Conditional Diffusion Models4.005.002.551.00
3, 5, 5, 3
5, 8, 6, 1
3449Quasi-Taylor Samplers for Diffusion Generative Models based on Ideal Derivatives4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3450$z$-SignFedAvg: A Unified Stochastic Sign-based Compression for Federated Learning4.004.001.410.00
6, 3, 3
6, 3, 3
3451DECN: Evolution Inspired Deep Convolution Network for Black-box Optimization4.004.601.360.60
3, 5, 6, 3, 3
6, 5, 6, 3, 3
3452Multi-Treatment Effect Estimation with Proxy: Contrastive Learning and Rank Weighting4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3453DeepTime: Deep Time-index Meta-learning for Non-stationary Time-series Forecasting4.004.251.300.25
3, 5, 5, 3
3, 6, 5, 3
3454Efficient Method for Bi-level Optimization with Non-smooth Lower-Level Problem4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3455Learning an Invertible Output Mapping Can Mitigate Simplicity Bias in Neural Networks4.004.251.300.25
3, 3, 5, 5
3, 3, 6, 5
3456Towards Efficient Posterior Sampling in Deep Neural Networks via Symmetry Removal4.004.002.000.00
3, 3, 8, 3, 3
3, 3, 8, 3, 3
3457Are Neurons Actually Collapsed? On the Fine-Grained Structure in Neural Representations4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
3458Knowledge-Driven New Drug Recommendation4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3459On Convergence of Average-Reward Off-Policy Control Algorithms in Weakly-Communicating MDPs4.004.001.410.00
6, 3, 3
6, 3, 3
3460Robust Reinforcement Learning with Distributional Risk-averse formulation4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3461Model-based Value Exploration in Actor-critic Deep Reinforcement Learning4.003.000.00-1.00
5, 5, 3, 3
3, 3, 3, 3
3462Adversarial Detector for Decision Tree Ensembles Using Representation Learning4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3463Points2NeRF: Generating Neural Radiance Fields from 3D point cloud4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3464DEEPER-GXX: DEEPENING ARBITRARY GNNS4.004.500.870.50
3, 3, 5, 5
5, 3, 5, 5
3465Music-to-Text Synaesthesia: Generating Descriptive Text from Music Recordings4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3466HyperMAML: Few-Shot Adaptation of Deep Models with Hypernetworks4.004.001.000.00
5, 3, 5, 3
5, 3, 5, 3
3467EIT: Enhanced Interactive Transformer for Sequence Generation4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3468Neural Discrete Reinforcement Learning4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3469QUANTILE-LSTM: A ROBUST LSTM FOR ANOMALY DETECTION4.004.251.300.25
5, 3, 3, 5
5, 3, 3, 6
3470Auto-Encoding Adversarial Imitation Learning4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3471BiTAT: Neural Network Binarization with Task-Dependent Aggregated Transformation4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3472Constrained Reinforcement Learning for Safety-Critical Tasks via Scenario-Based Programming4.004.001.410.00
3, 3, 6
3, 3, 6
3473Does Federated Learning Really Need Backpropagation?4.005.332.051.33
6, 3, 3
8, 5, 3
3474Specialization of Sub-paths for Adaptive Depth Networks4.004.001.000.00
5, 3, 5, 3
5, 3, 5, 3
3475Recursion of Thought: Divide and Conquer Reasoning with Language Models4.004.002.940.00
8, 1, 3
8, 1, 3
3476Learning large-scale Kernel Networks4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3477Path Regularization: A Convexity and Sparsity Inducing Regularization for Parallel ReLU Networks4.005.001.221.00
6, 3, 3
6, 6, 3, 5
3478MAT: Mixed-Strategy Game of Adversarial Training in Fine-tuning4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3479MAFormer: A Transformer Network with Multi-scale Attention Fusion for Visual Recognition4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3480MQSP: Micro-Query Sequence Parallelism for Linearly Scaling Long Sequence Transformer4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3481Schrödinger's FP: Training Neural Networks with Dynamic Floating-Point Containers4.004.500.870.50
5, 3, 3, 5
5, 3, 5, 5
3482Continual Learning with Group-wise Neuron Normalization4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3483Universal embodied intelligence: learning from crowd, recognizing the world, and reinforced with experience4.004.002.120.00
1, 6, 6, 3
1, 6, 6, 3
3484Novel Class Discovery under Unreliable Sampling4.004.001.410.00
6, 3, 3
6, 3, 3
3485Teach me how to Interpolate a Myriad of Embeddings4.004.671.250.67
3, 3, 6
5, 3, 6
3486Interventional Rationalization4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
3487Effective dimension of machine learning models4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3488A theory of representation learning in neural networks gives a deep generalisation of kernel methods4.004.671.250.67
3, 6, 3
3, 6, 5
3489A spatiotemporal graph neural network with multi granularity for air quality prediction4.004.001.410.00
3, 3, 6
3, 3, 6
3490Planning Immediate Landmarks of Targets for Model-Free Skill Transfer across Agents4.004.001.000.00
5, 3, 5, 3
5, 3, 5, 3
3491Sample Importance in SGD Training4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3492Critical Learning Periods Augmented Model Poisoning Attacks to Byzantine-Robust Federated Learning4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
3493Individual Fairness of Data Provider Regarding Privacy Risk and Gain4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3494Semi-supervised Node Classification with Imbalanced Receptive Field4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3495CEREAL: Few-Sample Clustering Evaluation4.004.001.000.00
5, 3, 3, 5
5, 3, 3, 5
3496Computational-Unidentifiability in Representation for Fair Downstream Tasks4.004.001.410.00
6, 3, 3
6, 3, 3
3497Accelerating Federated Learning Convergence via Opportunistic Mobile Relaying4.004.001.410.00
6, 3, 3
6, 3, 3
3498Universal Mini-Batch Consistency for Set Encoding Functions4.004.500.870.50
5, 5, 3, 3
5, 5, 3, 5
3499Soundness and Completeness: An Algorithmic Perspective on Evaluation of Feature Attribution4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3500Improving Differentially-Private Deep Learning with Gradients Index Pruning4.004.001.260.00
3, 5, 6, 3, 3
3, 5, 6, 3, 3
3501Distributional Reinforcement Learning via Sinkhorn Iterations4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3502MLM with Global Co-occurrence4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3503Breaking Correlation Shift via Conditional Invariant Regularizer4.004.752.050.75
5, 5, 3, 3
8, 5, 3, 3
3504How Powerful is Implicit Denoising in Graph Neural Networks4.004.501.500.50
6, 1, 3, 6
6, 3, 3, 6
3505Probing into the Fine-grained Manifestation in Multi-modal Image Synthesis4.004.001.410.00
6, 3, 3
6, 3, 3
3506Eliminating Catastrophic Overfitting Via Abnormal Adversarial Examples Regularization4.004.251.300.25
3, 3, 5, 5
3, 3, 5, 6
3507Factor Learning Portfolio Optimization Informed by Continuous-Time Finance Models4.004.001.410.00
6, 3, 3
6, 3, 3
3508Closing the Gap Between SVRG and TD-SVRG with Gradient Splitting4.004.001.730.00
5, 1, 5, 5
5, 1, 5, 5
3509Sorted 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
3510Never Revisit: Continuous Exploration in Multi-Agent Reinforcement Learning4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3511Spurious Local Minima Provably Exist for Deep Convolutional Neural Networks4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
3512Graph Contrastive Learning with Personalized Augmentation4.004.001.000.00
3, 5, 5, 3
3, 5, 5, 3
3513Variational Reparametrized Policy Learning with Differentiable Physics4.004.001.410.00
3, 3, 6
3, 3, 6
3514Stable, Efficient, and Flexible Monotone Operator Implicit Graph Neural Networks4.005.500.501.50
6, 3, 3
6, 5, 6, 5
3515Learning Antidote Data to Individual Unfairness4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3516Demystifying the Optimization and Generalization of Deep PAC-Bayesian Learning4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
3517Nearing or Surpassing: Overall Evaluation of Human-Machine Dynamic Vision Ability4.004.001.410.00
3, 3, 6
3, 3, 6
3518Learn to Know Unknowns: A Bionic Memory Network for Unsupervised Anomaly Detection4.004.001.000.00
3, 5, 3, 5
3, 5, 3, 5
3519Double dynamic sparse training for GANs4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
3520Slimmable Networks for Contrastive Self-supervised Learning4.004.001.000.00
3, 3, 5, 5
3, 3, 5, 5
3521BiBench: Benchmarking and Analyzing Network Binarization4.004.330.940.33
6, 3, 3
5, 3, 5
3522Identifying Phase Transition Thresholds of Permuted Linear Regression via Message Passing3.803.801.940.00
1, 6, 6, 3, 3
1, 6, 6, 3, 3
3523Knowledge-Grounded Reinforcement Learning3.803.800.980.00
3, 3, 5, 5, 3
3, 3, 5, 5, 3
3524Auditing Fairness Online through Interactive Refinement3.803.800.980.00
3, 5, 5, 3, 3
3, 5, 5, 3, 3
3525G-Censor: Graph Contrastive Learning with Task-Oriented Counterfactual Views3.803.800.980.00
3, 5, 5, 3, 3
3, 5, 5, 3, 3
3526GLASU: 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
3527SwinZS3: Zero-Shot Semantic Segmentation with a Swin Transformer3.753.751.920.00
1, 5, 3, 6
1, 5, 3, 6
3528Thresholded Lexicographic Ordered Multi-Objective Reinforcement Learning3.753.751.300.00
3, 3, 3, 6
3, 3, 3, 6
3529xTrimoABFold: Improving Antibody Structure Prediction without Multiple Sequence Alignments3.753.751.920.00
3, 6, 5, 1
3, 6, 5, 1
3530Gandalf : Data Augmentation is all you need for Extreme Classification3.753.751.300.00
6, 3, 3, 3
6, 3, 3, 3
3531Help Me Explore: Combining Autotelic and Social Learning via Active Goal Queries3.753.501.66-0.25
5, 6, 3, 1
5, 5, 3, 1
3532Learning to reason over visual objects3.755.750.432.00
3, 3, 6, 3
6, 6, 6, 5
3533VER: Learning Natural Language Representations for Verbalizing Entities and Relations3.753.751.300.00
3, 3, 3, 6
3, 3, 3, 6
3534Training Neural Networks with Low-Precision Model Memory3.753.751.300.00
3, 6, 3, 3
3, 6, 3, 3
3535Comparing Human and Machine Bias in Face Recognition3.754.251.300.50
3, 3, 6, 3
5, 3, 6, 3
3536Finding 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
3537Predictive Coding with Approximate Laplace Monte Carlo3.753.751.300.00
3, 6, 3, 3
3, 6, 3, 3
3538The Ultimate Combo: Boosting Adversarial Example Transferability by Composing Data Augmentations3.753.751.300.00
3, 3, 6, 3
3, 3, 6, 3
3539Improving Aspect Ratio Distribution Fairness in Detector Pretraining via Cooperating RPN’s3.753.501.66-0.25
3, 6, 5, 1
3, 5, 5, 1
3540UnDiMix: Hard Negative Sampling Strategies for Contrastive Representation Learning3.754.251.300.50
1, 3, 6, 5
3, 3, 6, 5
3541Exploring Connections Between Memorization And Membership Inference3.753.751.300.00
6, 3, 3, 3
6, 3, 3, 3
3542FedAvg 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
3543ResFed: Communication Efficient Federated Learning by Transmitting Deep Compr