NeurIPS 2021 Statistics
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# Title Rating std Ratings 👍👍 👍 CE
1 Near-Optimal No-Regret Learning in General Games8.750.839, 10, 8, 8OralOral
2 Volume Rendering of Neural Implicit Surfaces8.500.879, 9, 7, 9OralOral
3 Hessian Eigenspectra of More Realistic Nonlinear Models8.500.509, 8, 9, 8OralOral
4 Lower Bounds on Metropolized Sampling Methods for Well-Conditioned Distributions8.330.479, 8, 8OralOral
5 List-Decodable Mean Estimation in Nearly-PCA Time8.331.258, 10, 7SpotlightSpotlight
6 Learning with Noisy Correspondence for Cross-modal Matching8.250.837, 8, 9, 9OralOral
7 Interesting Object, Curious Agent: Learning Task-Agnostic Exploration8.250.439, 8, 8, 8OralOral
8 DROID-SLAM: Deep Visual SLAM for Monocular, Stereo, and RGB-D Cameras8.250.839, 7, 9, 8OralOral
9 Learning Treatment Effects in Panels with General Intervention Patterns8.251.307, 7, 10, 9OralOral
10 Shape As Points: A Differentiable Poisson Solver8.250.438, 9, 8, 8OralOral
11 Alias-Free Generative Adversarial Networks8.251.486, 10, 9, 8OralOral
12 Coresets for Clustering with Missing Values8.250.439, 8, 8, 8SpotlightSpotlight
13 Latent Equilibrium: A unified learning theory for arbitrarily fast computation with arbitrarily slow neurons8.000.719, 8, 7, 8OralOral
14 MAUVE: Measuring the Gap Between Neural Text and Human Text using Divergence Frontiers8.000.008, 8, 8, 8OralOral
15 An Exponential Lower Bound for Linearly Realizable MDP with Constant Suboptimality Gap8.000.008, 8, 8, 8OralOral
16 Replacing Rewards with Examples: Example-Based Policy Search via Recursive Classification8.000.718, 7, 9, 8OralOral
17 Attention over Learned Object Embeddings Enables Complex Visual Reasoning8.000.718, 9, 8, 7OralOral
18 Oracle Complexity in Nonsmooth Nonconvex Optimization8.000.638, 7, 8, 8, 9OralOral
19 Differentiable Annealed Importance Sampling and the Perils of Gradient Noise8.000.827, 9, 8PosterPoster
20 IQ-Learn: Inverse soft-Q Learning for Imitation8.000.717, 8, 9, 8SpotlightSpotlight
21 Aligned Structured Sparsity Learning for Efficient Image Super-Resolution8.000.008, 8, 8SpotlightSpotlight
22 Credit Assignment in Neural Networks through Deep Feedback Control8.000.829, 7, 8SpotlightSpotlight
23 Learning Frequency Domain Approximation for Binary Neural Networks7.750.437, 8, 8, 8OralOral
24 On the Expressivity of Markov Reward7.750.437, 8, 8, 8OralOral
25 Deep Reinforcement Learning at the Edge of the Statistical Precipice7.750.837, 8, 7, 9OralOral
26 A Universal Law of Robustness via Isoperimetry7.751.487, 6, 8, 10OralOral
27 Online Variational Filtering and Parameter Learning7.750.438, 7, 8, 8OralOral
28 Associating Objects with Transformers for Video Object Segmentation7.750.438, 8, 7, 8PosterPoster
29 Cortico-cerebellar networks as decoupling neural interfaces7.750.438, 8, 7, 8PosterPoster
30 Closing the Gap: Tighter Analysis of Alternating Stochastic Gradient Methods for Bilevel Problems7.750.437, 8, 8, 8SpotlightSpotlight
31 What’s a good imputation to predict with missing values?7.750.837, 9, 8, 7SpotlightSpotlight
32 Self-Supervised Learning Disentangled Group Representation as Feature7.750.837, 9, 7, 8SpotlightSpotlight
33 Learning Equilibria in Matching Markets from Bandit Feedback7.750.837, 9, 8, 7SpotlightSpotlight
34 Combiner: Full Attention Transformer with Sparse Computation Cost7.750.838, 9, 7, 7SpotlightSpotlight
35 NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction7.750.437, 8, 8, 8SpotlightSpotlight
36 Statistical Query Lower Bounds for List-Decodable Linear Regression7.750.438, 8, 8, 7SpotlightSpotlight
37 On the Representation of Solutions to Elliptic PDEs in Barron Spaces7.751.309, 7, 6, 9SpotlightSpotlight
38 Offline RL Without Off-Policy Evaluation7.750.838, 9, 7, 7SpotlightSpotlight
39 A sampling-based circuit for optimal decision making7.750.438, 8, 7, 8SpotlightSpotlight
40 Beyond Tikhonov: faster learning with self-concordant losses, via iterative regularization7.750.437, 8, 8, 8SpotlightSpotlight
41 Aligning Pretraining for Detection via Object-Level Contrastive Learning7.750.839, 8, 7, 7SpotlightSpotlight
42 Learning to Draw: Emergent Communication through Sketching7.670.478, 8, 7OralOral
43 Uniform Convergence of Interpolators: Gaussian Width, Norm Bounds and Benign Overfitting7.670.477, 8, 8OralOral
44 Unsupervised Speech Recognition7.670.478, 8, 7OralOral
45 Bridging the Gap Between Practice and PAC-Bayes Theory in Few-Shot Meta-Learning7.670.478, 8, 7PosterPoster
46 Backward-Compatible Prediction Updates: A Probabilistic Approach7.670.478, 8, 7PosterPoster
47 Early Convolutions Help Transformers See Better7.670.947, 9, 7PosterPoster
48 Towards a Unified Information-Theoretic Framework for Generalization7.671.259, 6, 8SpotlightSpotlight
49 Probabilistic Tensor Decomposition of Neural Population Spiking Activity7.670.477, 8, 8SpotlightSpotlight
50 Unintended Selection: Persistent Qualification Rate Disparities and Interventions7.671.258, 9, 6SpotlightSpotlight
51 Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning7.670.477, 8, 8SpotlightSpotlight
52 MCMC Variational Inference via Uncorrected Hamiltonian Annealing7.600.497, 7, 8, 8, 8PosterPoster
53 Bellman-consistent Pessimism for Offline Reinforcement Learning7.500.508, 8, 7, 7OralOral
54 Provable Guarantees for Self-Supervised Deep Learning with Spectral Contrastive Loss7.500.507, 8, 8, 7OralOral
55 Stability and Deviation Optimal Risk Bounds with Convergence Rate O(1/n)7.500.877, 9, 7, 7OralOral
56 Differentiable Quality Diversity7.500.507, 7, 8, 8OralOral
57 Partial success in closing the gap between human and machine vision7.501.129, 6, 8, 7OralOral
58 Continuized Accelerations of Deterministic and Stochastic Gradient Descents, and of Gossip Algorithms7.500.877, 7, 9, 7OralOral
59 Retiring Adult: New Datasets for Fair Machine Learning7.500.507, 8, 8, 7OralOral
60 The best of both worlds: stochastic and adversarial episodic MDPs with unknown transition7.500.507, 8, 8, 7OralOral
61 Noether’s Learning Dynamics: Role of Symmetry Breaking in Neural Networks7.500.507, 8, 8, 7PosterPoster
62 Towards Hyperparameter-free Policy Selection for Offline Reinforcement Learning7.501.127, 8, 6, 9PosterPoster
63 Making a (Counterfactual) Difference One Rationale at a Time7.500.508, 7, 7, 8PosterPoster
64 Revitalizing CNN Attention via Transformers in Self-Supervised Visual Representation Learning7.500.507, 8, 7, 8PosterPoster
65 Information Directed Reward Learning for Reinforcement Learning7.501.126, 9, 8, 7PosterPoster
66 Optimal prediction of Markov chains with and without spectral gap7.500.877, 7, 7, 9PosterPoster
67 SAPE: Spatially-Adaptive Progressive Encoding for Neural Optimization7.501.127, 6, 9, 8PosterPoster
68 Coresets for Classification – Simplified and Strengthened7.500.507, 8, 8, 7PosterPoster
69 Universal Rate-Distortion-Perception Representations for Lossy Compression7.500.508, 7, 8, 7PosterPoster
70 STEP: Out-of-Distribution Detection in the Presence of Limited In-Distribution Labeled Data7.501.129, 8, 6, 7PosterPoster
71 Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning7.500.508, 8, 7, 7PosterPoster
72 Bridging Offline Reinforcement Learning and Imitation Learning: A Tale of Pessimism7.500.878, 6, 8, 8PosterPoster
73 Non-asymptotic convergence bounds for Wasserstein approximation using point clouds7.501.127, 6, 8, 9PosterSpotlight
74 Global Convergence of Gradient Descent for Asymmetric Low-Rank Matrix Factorization7.501.126, 8, 7, 9PosterPoster
75 Emergent Discrete Communication in Semantic Spaces7.500.508, 7, 8, 7PosterPoster
76 Localization with Sampling-Argmax7.500.877, 7, 7, 9PosterPoster
77 Heavy Ball Momentum for Conditional Gradient7.500.508, 8, 7, 7PosterPoster
78 Diffusion Schrödinger Bridge with Applications to Score-Based Generative Modeling7.500.878, 8, 6, 8SpotlightSpotlight
79 Neural Program Generation Modulo Static Analysis7.501.128, 6, 7, 9SpotlightSpotlight
80 Removing Inter-Experimental Variability from Functional Data in Systems Neuroscience7.500.508, 7, 7, 8SpotlightSpotlight
81 DiBS: Differentiable Bayesian Structure Learning7.500.508, 7, 7, 8SpotlightSpotlight
82 Habitat 2.0: Training Home Assistants to Rearrange their Habitat7.501.668, 10, 6, 6SpotlightSpotlight
83 Sequence-to-Sequence Learning with Latent Neural Grammars7.500.879, 7, 7, 7SpotlightSpotlight
84 Light Field Networks: Neural Scene Representations with Single-Evaluation Rendering7.500.508, 7, 7, 8SpotlightSpotlight
85 Subgaussian and Differentiable Importance Sampling for Off-Policy Evaluation and Learning7.500.507, 7, 8, 8SpotlightSpotlight
86 MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge7.500.507, 8, 7, 8SpotlightSpotlight
87 Neural Human Performer: Learning Generalizable Radiance Fields for Human Performance Rendering7.500.508, 7, 7, 8SpotlightSpotlight
88 A Normative and Biologically Plausible Algorithm for Independent Component Analysis7.500.508, 7, 7, 7, 8, 8SpotlightSpotlight
89 Bayesian Bellman Operators7.500.507, 7, 8, 8SpotlightSpotlight
90 Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval7.500.508, 7, 7, 8SpotlightSpotlight
91 Stochastic Shortest Path: Minimax, Parameter-Free and Towards Horizon-Free Regret7.500.508, 8, 7, 7SpotlightSpotlight
92 Hash Layers For Large Sparse Models7.500.877, 7, 7, 9SpotlightSpotlight
93 Statistical Query Lower Bounds for List-Decodable Linear Regression7.500.508, 8, 7, 7SpotlightSpotlight
94 A Geometric Analysis of Neural Collapse with Unconstrained Features7.500.508, 8, 7, 7SpotlightSpotlight
95 Covariance-Aware Private Mean Estimation Without Private Covariance Estimation7.500.507, 8, 8, 7SpotlightSpotlight
96 A Closer Look at the Worst-case Behavior of Multi-armed Bandit Algorithms7.500.877, 7, 9, 7SpotlightSpotlight
97 Littlestone Classes are Privately Online Learnable7.500.508, 7, 8, 7SpotlightSpotlight
98 Numerical Composition of Differential Privacy7.501.126, 8, 9, 7SpotlightSpotlight
99 Explaining Latent Representations with a Corpus of Examples7.500.508, 7, 7, 8SpotlightSpotlight
100 Conformal Prediction using Conditional Histograms7.500.767, 8, 7, 7, 7, 9SpotlightSpotlight
101 ASSANet: An Anisotropic Separable Set Abstraction for Efficient Point Cloud Representation Learning7.501.128, 9, 6, 7SpotlightSpotlight
102 Correlated Stochastic Block Models: Exact Graph Matching with Applications to Recovering Communities7.500.508, 8, 7, 7SpotlightSpotlight
103 Diffusion Models Beat GANs on Image Synthesis7.501.129, 8, 7, 6SpotlightSpotlight
104 Diffusion Models Beat GANs on Image Synthesis7.500.879, 7, 7, 7SpotlightSpotlight
105 A Unified Approach to Fair Online Learning via Blackwell Approachability7.500.877, 9, 7, 7SpotlightSpotlight
106 Optimal Policies Tend To Seek Power7.500.507, 8, 8, 7SpotlightSpotlight
107 Private learning implies quantum stability7.500.508, 8, 7, 7SpotlightSpotlight
108 Sequential Causal Imitation Learning with Unobserved Confounders7.400.809, 7, 7, 7, 7OralOral
109 Moser Flow: Divergence-based Generative Modeling on Manifolds7.400.497, 8, 8, 7, 7OralOral
110 Estimating Multi-cause Treatment Effects via Single-cause Perturbation7.401.027, 7, 9, 8, 6PosterPoster
111 iFlow: Numerically Invertible Flows for Efficient Lossless Compression via a Uniform Coder7.401.208, 8, 6, 9, 6SpotlightSpotlight
112 Align before Fuse: Vision and Language Representation Learning with Momentum Distillation7.400.809, 7, 7, 7, 7SpotlightSpotlight
113 Passive attention in artificial neural networks predicts human visual selectivity7.331.259, 7, 6OralOral
114 Replacing Rewards with Examples: Example-Based Policy Search via Recursive Classification7.330.478, 7, 7OralPoster
115 High-probability Bounds for Non-Convex Stochastic Optimization with Heavy Tails7.330.477, 8, 7OralOral
116 Graphical Models in Heavy-Tailed Markets7.330.478, 7, 7PosterPoster
117 On Path Integration of Grid Cells: Group Representation and Isotropic Scaling7.332.0510, 5, 7PosterPoster
118 Fast Pure Exploration via Frank-Wolfe7.330.477, 8, 7PosterPoster
119 Catch-A-Waveform: Learning to Generate Audio from a Single Short Example7.331.708, 9, 5PosterPoster
120 Sanity Checks for Lottery Tickets: Does Your Winning Ticket Really Win the Jackpot?7.330.477, 7, 8PosterPoster
121 Manifold Topology Divergence: a Framework for Comparing Data Manifolds.7.331.257, 9, 6PosterPoster
122 Improving Compositionality of Neural Networks by Decoding Representations to Inputs7.330.477, 8, 7PosterReject
123 EditGAN: High-Precision Semantic Image Editing7.330.948, 6, 8PosterPoster
124 On the Role of Optimization in Double Descent: A Least Squares Study7.330.477, 7, 8PosterPoster
125 ATISS: Autoregressive Transformers for Indoor Scene Synthesis7.330.478, 7, 7PosterPoster
126 L2ight: Enabling On-Chip Learning for Optical Neural Networks via Efficient in-situ Subspace Optimization7.330.477, 8, 7PosterPoster
127 Safe Policy Optimization with Local Generalized Linear Function Approximations7.330.946, 8, 8PosterPoster
128 Unsupervised Domain Adaptation with Dynamics-Aware Rewards in Reinforcement Learning7.330.478, 7, 7PosterPoster
129 Finite-Sample Analysis of Off-Policy TD-Learning via Generalized Bellman Operators7.330.477, 8, 7PosterPoster
130 Instance-Dependent Partial Label Learning7.330.477, 7, 8SpotlightSpotlight
131 Reliable Estimation of KL Divergence using a Discriminator in Reproducing Kernel Hilbert Space7.330.477, 7, 8SpotlightSpotlight
132 PLUGIn: A simple algorithm for inverting generative models with recovery guarantees7.330.477, 7, 8SpotlightSpotlight
133 PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition7.330.477, 7, 8SpotlightSpotlight
134 On the Value of Infinite Gradients in Variational Autoencoder Models7.330.478, 7, 7SpotlightSpotlight
135 FjORD: Fair and Accurate Federated Learning under heterogeneous targets with Ordered Dropout7.330.477, 7, 8SpotlightSpotlight
136 Near-Optimal Lower Bounds For Convex Optimization For All Orders of Smoothness7.331.257, 9, 6SpotlightSpotlight
137 Private Non-smooth ERM and SCO in Subquadratic Steps7.330.478, 7, 7SpotlightSpotlight
138 Online Sign Identification: Minimization of the Number of Errors in Thresholding Bandits7.330.478, 7, 7SpotlightSpotlight
139 Breaking the Sample Complexity Barrier to Regret-Optimal Model-Free Reinforcement Learning7.330.478, 7, 7SpotlightSpotlight
140 Spherical Motion Dynamics: Learning Dynamics of Normalized Neural Network using SGD and Weight Decay7.330.478, 7, 7SpotlightSpotlight
141 Learning Debiased Representation via Disentangled Feature Augmentation7.250.437, 7, 8, 7OralOral
142 Risk Monotonicity in Statistical Learning7.251.096, 7, 7, 9OralOral
143 Optimal Rates for Random Order Online Optimization7.250.837, 8, 8, 6OralOral
144 A Compositional Atlas of Tractable Circuit Operations for Probabilistic Inference7.250.437, 7, 7, 8OralOral
145 Faster Matchings via Learned Duals7.250.437, 8, 7, 7OralOral
146 Efficient First-Order Contextual Bandits: Prediction, Allocation, and Triangular Discrimination7.250.437, 8, 7, 7OralOral
147 The decomposition of the higher-order homology embedding constructed from the k -Laplacian7.251.096, 7, 7, 9OralOral
148 Evaluating Gradient Inversion Attacks and Defenses in Federated Learning7.251.099, 6, 7, 7OralOral
149 Framing RNN as a kernel method: A neural ODE approach7.250.438, 7, 7, 7OralOral
150 MERLOT: Multimodal Neural Script Knowledge Models7.250.437, 7, 8, 7OralOral
151 The Complexity of Bayesian Network Learning: Revisiting the Superstructure7.250.438, 7, 7, 7OralOral
152 Particle Dual Averaging: Optimization of Mean Field Neural Network with Global Convergence Rate Analysis7.250.438, 7, 7, 7PosterPoster
153 Concentration inequalities under sub-Gaussian and sub-exponential conditions7.251.097, 9, 7, 6PosterPoster
154 Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Independent Projected Kernels7.251.489, 5, 7, 8PosterPoster
155 Information is Power: Intrinsic Control via Information Capture7.250.438, 7, 7, 7PosterPoster
156 Decrypting Cryptic Crosswords: Semantically Complex Wordplay Puzzles as a Target for NLP7.250.837, 8, 8, 6PosterPoster
157 Learning to Synthesize Programs as Interpretable and Generalizable Policies7.250.437, 8, 7, 7PosterPoster
158 Scatterbrain: Unifying Sparse and Low-rank Attention7.251.489, 5, 7, 8PosterPoster
159 Scaling Vision with Sparse Mixture of Experts7.251.097, 9, 7, 6PosterPoster
160 Score-based Generative Modeling in Latent Space7.250.837, 6, 8, 8PosterPoster
161 Powerpropagation: A sparsity inducing weight reparameterisation7.250.437, 7, 7, 8PosterPoster
162 Three-dimensional spike localization and improved motion correction for Neuropixels recordings7.251.926, 10, 8, 5PosterPoster
163 Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception7.250.437, 7, 7, 8PosterPoster
164 Consistent Estimation for PCA and Sparse Regression with Oblivious Outliers7.250.437, 8, 7, 7PosterPoster
165 Estimating the Unique Information of Continuous Variables7.250.437, 7, 8, 7PosterPoster
166 Test-time Collective Prediction7.250.437, 7, 8, 7PosterPoster
167 Continual Auxiliary Task Learning7.250.437, 7, 8, 7PosterPoster
168 Novel Upper Bounds for the Constrained Most Probable Explanation Task7.250.437, 7, 7, 8PosterPoster
169 On the Cryptographic Hardness of Learning Single Periodic Neurons7.250.437, 7, 8, 7PosterPoster
170 On the Validity of Modeling SGD with Stochastic Differential Equations (SDEs)7.250.838, 7, 8, 6PosterPoster
171 Cardinality constrained submodular maximization for random streams7.250.437, 7, 8, 7PosterPoster
172 Disentangling Identifiable Features from Noisy Data with Structured Nonlinear ICA7.250.438, 7, 7, 7PosterPoster
173 Stochastic Online Linear Regression: the Forward Algorithm to Replace Ridge7.250.438, 7, 7, 7PosterSpotlight
174 MetaAvatar: Learning Animatable Clothed Human Models from Few Depth Images7.250.837, 8, 8, 6PosterPoster
175 Learning Hard Optimization Problems: A Data Generation Perspective7.250.437, 7, 7, 8PosterPoster
176 General Nonlinearities in SO(2)-Equivariant CNNs7.250.838, 7, 6, 8PosterPoster
177 Finding Regions of Heterogeneity in Decision-Making via Expected Conditional Covariance7.251.099, 7, 6, 7PosterPoster
178 Automated Dynamic Mechanism Design7.250.437, 7, 7, 8PosterPoster
179 An Exponential Improvement on the Memorization Capacity of Deep Threshold Networks7.250.437, 7, 7, 8PosterPoster
180 A generative nonparametric Bayesian model for whole genomes7.251.097, 7, 6, 9PosterPoster
181 ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias7.250.836, 8, 7, 8PosterPoster
182 TacticZero: Learning to Prove Theorems from Scratch with Deep Reinforcement Learning7.251.306, 9, 8, 6PosterPoster
183 On the Universality of Graph Neural Networks on Large Random Graphs7.251.489, 7, 8, 5PosterPoster
184 Estimating High Order Gradients of the Data Distribution by Denoising7.250.437, 7, 8, 7PosterPoster
185 Tensor decompositions of higher-order correlations by nonlinear Hebbian plasticity7.251.099, 7, 7, 6PosterPoster
186 Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data7.250.437, 8, 7, 7PosterPoster
187 Dr Jekyll & Mr Hyde: the strange case of off-policy policy updates7.251.096, 7, 7, 9PosterPoster
188 Model, sample, and epoch-wise descents: exact solution of gradient flow in the random feature model7.250.437, 8, 7, 7PosterPoster
189 Structure-Aware Random Fourier Kernel for Graphs7.251.099, 6, 7, 7PosterPoster
190 Understanding Partial Multi-Label Learning via Mutual Information7.250.837, 8, 6, 8PosterPoster
191 Universal Semi-Supervised Learning7.251.097, 7, 9, 6PosterPoster
192 CrypTen: Secure Multi-Party Computation Meets Machine Learning7.250.838, 6, 8, 7PosterPoster
193 Iterative Teaching by Label Synthesis7.250.836, 8, 8, 7SpotlightSpotlight
194 Explaining heterogeneity in medial entorhinal cortex with task-driven neural networks7.250.838, 8, 6, 7SpotlightSpotlight
195 Interactive Label Cleaning with Example-based Explanations7.250.836, 8, 8, 7SpotlightSpotlight
196 Mixture Proportion Estimation and PU Learning:A Modern Approach7.250.837, 8, 8, 6SpotlightSpotlight
197 A Geometric Perspective towards Neural Calibration via Sensitivity Decomposition7.251.099, 7, 7, 6SpotlightSpotlight
198 Generalization Bounds For Meta-Learning: An Information-Theoretic Analysis7.250.437, 7, 8, 7SpotlightSpotlight
199 RL for Latent MDPs: Regret Guarantees and a Lower Bound7.250.838, 6, 7, 8SpotlightSpotlight
200 A single gradient step finds adversarial examples on random two-layers neural networks7.250.438, 7, 7, 7SpotlightSpotlight
201 Agnostic Reinforcement Learning with Low-Rank MDPs and Rich Observations7.250.437, 7, 8, 7SpotlightSpotlight
202 The Semi-Random Satisfaction of Voting Axioms7.250.437, 7, 8, 7SpotlightSpotlight
203 Constrained Robust Submodular Partitioning7.250.437, 7, 8, 7SpotlightSpotlight
204 Forster Decomposition and Learning Halfspaces with Noise7.250.838, 8, 6, 7SpotlightSpotlight
205 Collaborating with Humans without Human Data7.251.487, 8, 5, 9SpotlightSpotlight
206 Learning MDPs from Features: Predict-Then-Optimize for Sequential Decision Making by Reinforcement Learning7.250.438, 7, 7, 7SpotlightSpotlight
207 Mind the Gap: Assessing Temporal Generalization in Neural Language Models7.250.837, 8, 8, 6SpotlightSpotlight
208 Fair Exploration via Axiomatic Bargaining7.250.437, 7, 7, 8SpotlightSpotlight
209 Multimodal and Multilingual Embeddings for Large-Scale Speech Mining7.250.437, 7, 8, 7SpotlightSpotlight
210 Calibration and Consistency of Adversarial Surrogate Losses7.251.308, 6, 9, 6SpotlightSpotlight
211 The functional specialization of visual cortex emerges from training parallel pathways with self-supervised predictive learning7.250.437, 8, 7, 7SpotlightSpotlight
212 Learning Disentangled Behavior Embeddings7.250.437, 7, 7, 8SpotlightSpotlight
213 Shaping embodied agent behavior with activity-context priors from egocentric video7.250.838, 8, 6, 7SpotlightSpotlight
214 Bellman Eluder Dimension: New Rich Classes of RL Problems, and Sample-Efficient Algorithms7.250.437, 8, 7, 7SpotlightSpotlight
215 Efficiently Identifying Task Groupings for Multi-Task Learning7.250.838, 8, 7, 6SpotlightSpotlight
216 Beyond Tikhonov: faster learning with self-concordant losses, via iterative regularization7.250.438, 7, 7, 7SpotlightPoster
217 Online and Offline Reinforcement Learning by Planning with a Learned Model7.250.838, 6, 7, 8SpotlightSpotlight
218 A 2 -Net: Learning Attribute-Aware Hash Codes for Large-Scale Fine-Grained Image Retrieval7.251.099, 7, 6, 7SpotlightSpotlight
219 Variational Inference for Continuous-Time Switching Dynamical Systems7.250.437, 7, 7, 8SpotlightSpotlight
220 Maximum Likelihood Training of Score-Based Diffusion Models7.250.437, 7, 8, 7SpotlightSpotlight
221 A Variational Perspective on Diffusion-Based Generative Models and Score Matching7.250.437, 8, 7, 7SpotlightSpotlight
222 Improved Learning Rates of a Functional Lasso-type SVM with Sparse Multi-Kernel Representation7.250.836, 8, 7, 8SpotlightSpotlight
223 Pragmatic Image Compression for Human-in-the-Loop Decision-Making7.250.838, 8, 6, 7SpotlightSpotlight
224 Differential Privacy Over Riemannian Manifolds7.201.605, 9, 6, 7, 9PosterPoster
225 Unadversarial Examples: Designing Objects for Robust Vision7.200.987, 6, 9, 7, 7PosterPoster
226 User-Level Differentially Private Learning via Correlated Sampling7.200.407, 7, 7, 7, 8PosterPoster
227 PCA Initialization for Approximate Message Passing in Rotationally Invariant Models7.201.606, 6, 8, 6, 10PosterPoster
228 Multiwavelet-based Operator Learning for Differential Equations7.200.758, 7, 6, 7, 8SpotlightSpotlight
229 Learning Frequency Domain Approximation for Binary Neural Networks7.000.826, 7, 8OralPoster
230 Sequential Causal Imitation Learning with Unobserved Confounders7.000.718, 7, 7, 6OralPoster
231 Adaptive Conformal Inference Under Distribution Shift7.001.157, 5, 8, 6, 8, 8OralOral
232 Causal Identification with Matrix Equations7.000.827, 6, 8OralOral
233 Drop, Swap, and Generate: A Self-Supervised Approach for Generating Neural Activity7.000.007, 7, 7OralOral
234 E(n) Equivariant Normalizing Flows7.000.007, 7, 7OralOral
235 Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers7.000.007, 7, 7, 7OralOral
236 Towards Efficient and Effective Adversarial Training7.000.007, 7, 7PosterPoster
237 Neural Routing by Memory7.000.718, 6, 7, 7PosterPoster
238 Skipping the Frame-Level: Event-Based Piano Transcription With Neural Semi-CRFs7.000.007, 7, 7PosterPoster
239 Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation Learning7.001.226, 7, 9, 6PosterPoster
240 Class-agnostic Reconstruction of Dynamic Objects from Videos7.000.716, 7, 8, 7PosterPoster
241 The Inductive Bias of Quantum Kernels7.000.717, 7, 6, 8PosterPoster
242 Permuton-induced Chinese Restaurant Process7.000.638, 7, 7, 6, 7PosterPoster
243 Exponential Graph is Provably Efficient for Decentralized Deep Training7.000.827, 8, 6PosterPoster
244 Outcome-Driven Reinforcement Learning via Variational Inference7.000.717, 7, 6, 8PosterPoster
245 Channel Permutations for N:M Sparsity7.000.718, 7, 6, 7PosterPoster
246 Revisiting Deep Learning Models for Tabular Data7.000.007, 7, 7, 7, 7PosterPoster
247 Simple Stochastic and Online Gradient Descent Algorithms for Pairwise Learning7.001.637, 5, 9PosterPoster
248 Simple Stochastic and Online Gradient Descent Algorithms for Pairwise Learning7.000.718, 7, 7, 6PosterPoster
249 Implicit Bias of SGD for Diagonal Linear Networks: a Provable Benefit of Stochasticity7.000.007, 7, 7, 7PosterPoster
250 BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation7.000.828, 6, 7PosterPoster
251 Overinterpretation reveals image classification model pathologies7.000.717, 6, 7, 8PosterPoster
252 On the Convergence of Prior-Guided Zeroth-Order Optimization Algorithms7.000.007, 7, 7, 7PosterPoster
253 Implicit Regularization in Matrix Sensing via Mirror Descent7.000.007, 7, 7, 7PosterPoster
254 Efficient Equivariant Network7.000.007, 7, 7PosterPoster
255 On Density Estimation with Diffusion Models7.001.229, 7, 6, 6PosterPoster
256 Revisiting the Calibration of Modern Neural Networks7.000.827, 6, 8PosterPoster
257 Partition and Code: learning how to compress graphs7.001.228, 7, 8, 5PosterPoster
258 Adder Attention for Vision Transformer7.000.717, 7, 8, 6PosterPoster
259 See More for Scene: Pairwise Consistency Learning for Scene Classification7.000.007, 7, 7PosterPoster
260 Improving Coherence and Consistency in Neural Sequence Models with Dual-System, Neuro-Symbolic Reasoning7.001.227, 6, 9, 6PosterSpotlight
261 Universal Off-Policy Evaluation7.001.419, 7, 7, 5PosterPoster
262 Generative Occupancy Fields for 3D Surface-Aware Image Synthesis7.000.007, 7, 7, 7PosterPoster
263 Celebrating Diversity in Shared Multi-Agent Reinforcement Learning7.000.718, 6, 7, 7PosterPoster
264 Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data7.000.717, 8, 7, 6PosterPoster
265 Efficient Mirror Descent Ascent Methods for Nonsmooth Minimax Problems7.000.828, 7, 6PosterPoster
266 Causal-BALD: Deep Bayesian Active Learning of Outcomes to Infer Treatment-Effects from Observational Data7.000.717, 7, 6, 8PosterPoster
267 Support Recovery of Sparse Signals from a Mixture of Linear Measurements7.000.007, 7, 7PosterPoster
268 Optimal Best-Arm Identification Methods for Tail-Risk Measures7.000.007, 7, 7, 7, 7PosterPoster
269 Unlabeled Principal Component Analysis7.000.718, 7, 7, 6PosterPoster
270 Evaluating Efficient Performance Estimators of Neural Architectures7.000.717, 6, 8, 7PosterPoster
271 Hard-Attention for Scalable Image Classification7.000.636, 7, 8, 7, 7PosterPoster
272 Canonical Capsules: Self-Supervised Capsules in Canonical Pose7.000.637, 7, 8, 6, 7PosterPoster
273 Bridging the Imitation Gap by Adaptive Insubordination7.000.827, 8, 6PosterPoster
274 Novel Visual Category Discovery with Dual Ranking Statistics and Mutual Knowledge Distillation7.000.717, 6, 8, 7PosterPoster
275 InfoGCL: Information-Aware Graph Contrastive Learning7.000.007, 7, 7PosterPoster
276 On the Stochastic Stability of Deep Markov Models7.000.007, 7, 7PosterPoster
277 On the Value of Interaction and Function Approximation in Imitation Learning7.000.007, 7, 7, 7PosterPoster
278 Implicit SVD for Graph Representation Learning7.001.419, 6, 6PosterPoster
279 Learning Optimal Predictive Checklists7.001.226, 7, 6, 9PosterPoster
280 Realistic evaluation of transductive few-shot learning7.000.007, 7, 7, 7PosterPoster
281 Regularized Frank-Wolfe for Dense CRFs: Generalizing Mean Field and Beyond7.000.007, 7, 7PosterPoster
282 Mosaicking to Distill: Knowledge Distillation from Out-of-Domain Data7.000.716, 7, 7, 8PosterPoster
283 Parameter Prediction for Unseen Deep Architectures7.000.718, 7, 6, 7PosterPoster
284 Independent mechanism analysis, a new concept?7.000.637, 7, 6, 8, 7PosterPoster
285 Subquadratic Overparameterization for Shallow Neural Networks7.000.717, 6, 8, 7PosterPoster
286 Scaling Ensemble Distribution Distillation to Many Classes with Proxy Targets7.000.828, 6, 7PosterPoster
287 Subgoal Search For Complex Reasoning Tasks7.000.007, 7, 7, 7PosterPoster
288 Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices7.000.718, 7, 7, 6PosterPoster
289 Functionally Regionalized Knowledge Transfer for Low-resource Drug Discovery7.000.007, 7, 7PosterPoster
290 Geometry Processing with Neural Fields7.001.227, 6, 6, 9PosterPoster
291 Voxel-based 3D Detection and Reconstruction of Multiple Objects from a Single Image7.001.006, 8, 6, 8PosterPoster
292 You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection7.000.827, 8, 6PosterPoster
293 Exponential Separation between Two Learning Models and Adversarial Robustness7.001.416, 9, 6PosterPoster
294 On the Sample Complexity of Learning under Geometric Stability7.000.718, 6, 7, 7PosterPoster
295 Optimality of Zeroth Order Gradient Ascent for Nonlinear Bandit Optimization7.001.228, 7, 5, 8PosterPoster
296 Successor Feature Landmarks for Long-Horizon Goal-Conditioned Reinforcement Learning7.000.718, 7, 6, 7PosterPoster
297 Group Equivariant Subsampling7.000.717, 6, 7, 8PosterPoster
298 Adversarially Robust 3D Point Cloud Recognition Using Self-Supervisions7.000.007, 7, 7, 7PosterPoster
299 Contextual Recommendations and Low-Regret Cutting-Plane Algorithms7.000.007, 7, 7, 7PosterPoster
300 Structured Reordering for Modeling Latent Alignments in Sequence Transduction7.000.717, 8, 6, 7PosterPoster
301 Implicit Deep Adaptive Design: Policy-Based Experimental Design without Likelihoods7.000.007, 7, 7, 7PosterPoster
302 Probabilistic Transformer For Time Series Analysis7.001.586, 9, 5, 8PosterPoster
303 Play to Grade: Testing Coding Games as Classifying Markov Decision Process7.001.419, 6, 6PosterPoster
304 Play to Grade: Testing Coding Games as Classifying Markov Decision Process7.000.828, 6, 7PosterPoster
305 Improved Guarantees for Offline Stochastic Matching via new Ordered Contention Resolution Schemes7.000.717, 8, 7, 6PosterPoster
306 Representation Costs of Linear Neural Networks: Analysis and Design7.000.718, 6, 7, 7PosterPoster
307 Extending Lagrangian and Hamiltonian Neural Networks with Differentiable Contact Models7.000.637, 8, 7, 6, 7PosterPoster
308 Robust Online Correlation Clustering7.000.007, 7, 7, 7PosterPoster
309 Gradual Domain Adaptation without Indexed Intermediate Domains7.000.007, 7, 7PosterPoster
310 Bayesian Optimization with High-Dimensional Outputs7.000.716, 8, 7, 7PosterPoster
311 Online false discovery rate control for anomaly detection in time series7.001.229, 6, 7, 6PosterPoster
312 A Topological Perspective on Causal Inference7.000.637, 7, 7, 6, 8PosterPoster
313 Permutation-Invariant Variational Autoencoder for Graph-Level Representation Learning7.001.008, 6, 6, 8PosterPoster
314 Fast rates for prediction with limited expert advice7.000.717, 6, 7, 8PosterPoster
315 Tactical Optimism and Pessimism for Deep Reinforcement Learning7.001.229, 6, 7, 6PosterPoster
316 Beyond Pinball Loss: Quantile Methods for Calibrated Uncertainty Quantification7.000.007, 7, 7, 7PosterPoster
317 A Domain-Shrinking based Bayesian Optimization Algorithm with Order-Optimal Regret Performance7.000.007, 7, 7PosterPoster
318 Towards Unifying Behavioral and Response Diversity for Open-ended Learning in Zero-sum Games7.000.716, 8, 7, 7PosterPoster
319 Online Learning Of Neural Computations From Sparse Temporal Feedback7.000.007, 7, 7PosterPoster
320 When Is Generalizable Reinforcement Learning Tractable?7.000.007, 7, 7, 7PosterPoster
321 Towards understanding retrosynthesis by energy-based models7.000.007, 7, 7, 7PosterPoster
322 Attention Bottlenecks for Multimodal Fusion7.000.007, 7, 7, 7PosterPoster
323 Combining Recurrent, Convolutional, and Continuous-time Models with Linear State Space Layers7.000.716, 7, 8, 7PosterPoster
324 Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information7.000.827, 8, 6PosterPoster
325 Convergence and Alignment of Gradient Descent with Random Backpropagation Weights7.000.637, 7, 8, 6, 7PosterPoster
326 Revisit Multimodal Meta-Learning through the Lens of Multi-Task Learning7.000.717, 8, 7, 6PosterPoster
327 Roto-translated Local Coordinate Frames For Interacting Dynamical Systems7.000.007, 7, 7, 7PosterPoster
328 Closing the loop in medical decision support by understanding clinical decision-making: A case study on organ transplantation7.000.007, 7, 7PosterPoster
329 Causal Influence Detection for Improving Efficiency in Reinforcement Learning7.000.716, 7, 8, 7PosterPoster
330 Iterative Connecting Probability Estimation for Networks7.000.717, 6, 8, 7PosterPoster
331 Best-case lower bounds in online learning7.000.007, 7, 7, 7PosterPoster
332 DeepSITH: Efficient Learning via Decomposition of What and When Across Time Scales7.000.717, 6, 8, 7PosterPoster
333 Linear Convergence in Federated Learning: Tackling Client Heterogeneity and Sparse Gradients7.001.227, 8, 8, 5PosterPoster
334 Confidence-Aware Imitation Learning from Demonstrations with Varying Optimality7.000.717, 8, 7, 6PosterPoster
335 Landscape analysis of an improved power method for tensor decomposition7.001.226, 9, 6, 7PosterPoster
336 Cycle Self-Training for Domain Adaptation7.000.718, 7, 6, 7PosterPoster
337 On Calibration and Out-of-Domain Generalization7.000.007, 7, 7, 7PosterPoster
338 Sparse Training via Boosting Pruning Plasticity with Neuroregeneration7.000.826, 8, 7PosterPoster
339 You are caught stealing my winning lottery ticket! Making a lottery ticket claim its ownership7.000.637, 6, 7, 8, 7PosterPoster
340 Deep inference of latent dynamics with spatio-temporal super-resolution using selective backpropagation through time7.000.826, 8, 7PosterPoster
341 Implicit Finite-Horizon Approximation and Efficient Optimal Algorithms for Stochastic Shortest Path7.000.007, 7, 7, 7PosterPoster
342 Identifiable Generative models for Missing Not at Random Data Imputation7.000.717, 8, 6, 7PosterPoster
343 Risk Bounds for Over-parameterized Maximum Margin Classification on Sub-Gaussian Mixtures7.001.226, 7, 6, 9PosterPoster
344 Disentangling the Roles of Curation, Data-Augmentation and the Prior in the Cold Posterior Effect7.000.007, 7, 7PosterPoster
345 Black Box Probabilistic Numerics7.000.007, 7, 7, 7PosterPoster
346 Introspective Distillation for Robust Question Answering7.000.716, 7, 7, 8PosterPoster
347 There Is No Turning Back: A Self-Supervised Approach for Reversibility-Aware Reinforcement Learning7.001.589, 5, 6, 8PosterPoster
348 Formalizing the Generalization-Forgetting Trade-off in Continual Learning7.000.007, 7, 7, 7PosterPoster
349 Breaking the Moments Condition Barrier: No-Regret Algorithm for Bandits with Super Heavy-Tailed Payoffs7.000.716, 8, 7, 7PosterPoster
350 Machine learning structure preserving brackets for forecasting irreversible processes7.000.828, 6, 7PosterSpotlight
351 Parameter Inference with Bifurcation Diagrams7.000.827, 6, 8PosterPoster
352 How Powerful are Performance Predictors in Neural Architecture Search?7.000.007, 7, 7, 7PosterPoster
353 Gauge Equivariant Transformer7.000.898, 6, 7, 8, 6PosterPoster
354 Multi-Label Learning with Pairwise Relevance Ordering7.001.008, 8, 6, 6PosterPoster
355 Multimodal Few-Shot Learning with Frozen Language Models7.000.718, 7, 7, 6PosterPoster
356 Robust and differentially private mean estimation7.000.007, 7, 7, 7PosterPoster
357 Multiclass versus Binary Differentially Private PAC Learning7.000.007, 7, 7PosterPoster
358 K-Net: Towards Unified Image Segmentation7.001.226, 6, 7, 9PosterPoster
359 On Locality of Local Explanation Models7.000.007, 7, 7, 7PosterPoster
360 Searching for Efficient Transformers for Language Modeling7.001.419, 7, 5, 7PosterPoster
361 Statistically and Computationally Efficient Linear Meta-representation Learning7.000.007, 7, 7, 7PosterPoster
362 From Optimality to Robustness: Adaptive Re-Sampling Strategies in Stochastic Bandits7.000.007, 7, 7PosterPoster
363 Chebyshev-Cantelli PAC-Bayes-Bennett Inequality for the Weighted Majority Vote7.001.265, 7, 7, 7, 9PosterPoster
364 NEO: Non Equilibrium Sampling on the Orbits of a Deterministic Transform7.001.226, 9, 6, 7PosterPoster
365 A Non-commutative Extension of Lee-Seung's Algorithm for Positive Semidefinite Factorizations7.000.007, 7, 7, 7PosterPoster
366 BARTScore: Evaluating Generated Text as Text Generation7.001.006, 8, 6, 8PosterPoster
367 Recovery Analysis for Plug-and-Play Priors using the Restricted Eigenvalue Condition7.000.007, 7, 7PosterPoster
368 Safe Pontryagin Differentiable Programming7.001.229, 7, 6, 6PosterPoster
369 On the Variance of the Fisher Information for Deep Learning7.000.827, 8, 6PosterPoster
370 Probabilistic Margins for Instance Reweighting in Adversarial Training7.000.718, 7, 7, 6PosterPoster
371 An Exact Characterization of the Generalization Error for the Gibbs Algorithm7.000.007, 7, 7, 7PosterPoster
372 Equilibrium Refinement for the Age of Machines: The One-Sided Quasi-Perfect Equilibrium7.001.418, 5, 8PosterPoster
373 ToAlign: Task-Oriented Alignment for Unsupervised Domain Adaptation7.000.718, 7, 6, 7PosterPoster
374 Shape from Blur: Recovering Textured 3D Shape and Motion of Fast Moving Objects7.001.226, 9, 6, 7PosterPoster
375 Nonparametric estimation of continuous DPPs with kernel methods7.000.007, 7, 7PosterPoster
376 Graph Differentiable Architecture Search with Structure Learning7.001.226, 9, 7, 6PosterPoster
377 Modular Gaussian Processes for Transfer Learning7.001.226, 6, 9, 7PosterPoster
378 Smooth Bilevel Programming for Sparse Regularization7.000.718, 6, 7, 7PosterPoster
379 Higher Order Kernel Mean Embeddings to Capture Filtrations of Stochastic Processes7.000.007, 7, 7, 7PosterPoster
380 Invertible Tabular GANs: Killing Two Birds with One Stone for Tabular Data Synthesis7.000.007, 7, 7, 7PosterPoster
381 Learning Nonparametric Volterra Kernels with Gaussian Processes7.000.716, 7, 8, 7PosterPoster
382 On Blame Attribution for Accountable Multi-Agent Sequential Decision Making7.000.007, 7, 7PosterPoster
383 Efficiently Learning One Hidden Layer ReLU Networks From Queries7.000.716, 7, 8, 7PosterPoster
384 Does Preprocessing Help Training Over-parameterized Neural Networks?7.000.828, 6, 7PosterPoster
385 Why Spectral Normalization Stabilizes GANs: Analysis and Improvements7.000.717, 7, 8, 6PosterPoster
386 Visual Search Asymmetry: Deep Nets and Humans Share Similar Inherent Biases7.000.828, 6, 7PosterPoster
387 Derivative-Free Policy Optimization for Linear Risk-Sensitive and Robust Control Design: Implicit Regularization and Sample Complexity7.000.007, 7, 7, 7PosterPoster
388 Improving Anytime Prediction with Parallel Cascaded Networks and a Temporal-Difference Loss7.000.827, 6, 8PosterPoster
389 Iterative Methods for Private Synthetic Data: Unifying Framework and New Methods7.000.717, 8, 7, 6PosterPoster
390 Stable, Fast and Accurate: Kernelized Attention with Relative Positional Encoding7.000.718, 7, 6, 7PosterPoster
391 Decision Transformer: Reinforcement Learning via Sequence Modeling7.001.229, 7, 6, 6PosterPoster
392 SOAT: A Scene- and Object-Aware Transformer for Vision-and-Language Navigation7.000.007, 7, 7PosterPoster
393 The Complexity of Sparse Tensor PCA7.000.637, 7, 6, 8, 7PosterPoster
394 Revisiting Hilbert-Schmidt Information Bottleneck for Adversarial Robustness7.000.007, 7, 7PosterPoster
395 Detecting Anomalous Event Sequences with Temporal Point Processes7.000.007, 7, 7PosterPoster
396 The Pareto Frontier of model selection for general Contextual Bandits7.001.228, 7, 5, 8PosterPoster
397 Machine Learning for Variance Reduction in Online Experiments7.001.417, 5, 9, 7PosterPoster
398 Provably Strict Generalisation Benefit for Invariance in Kernel Methods7.001.417, 9, 5, 7PosterPoster
399 On Interaction Between Augmentations and Corruptions in Natural Corruption Robustness7.000.007, 7, 7PosterPoster
400 Impression learning: Online representation learning with synaptic plasticity7.000.717, 7, 6, 8PosterPoster
401 Neural Flows: Efficient Alternative to Neural ODEs7.000.716, 7, 8, 7PosterPoster
402 Distributed Zero-Order Optimization under Adversarial Noise7.000.007, 7, 7, 7PosterPoster
403 Hyperbolic Busemann Learning with Ideal Prototypes7.000.827, 8, 6PosterPoster
404 Nonuniform Negative Sampling and Log Odds Correction with Rare Events Data7.000.828, 7, 6PosterPoster
405 Shared Independent Component Analysis for Multi-Subject Neuroimaging7.000.007, 7, 7, 7PosterPoster
406 Partition-Based Formulations for Mixed-Integer Optimization of Trained ReLU Neural Networks7.000.007, 7, 7, 7PosterPoster
407 Adversarial Regression with Doubly Non-negative Weighting Matrices7.000.637, 8, 7, 6, 7PosterPoster
408 Stable Neural ODE with Lyapunov-Stable Equilibrium Points for Defending Against Adversarial Attacks7.000.718, 7, 6, 7PosterPoster
409 Deep Residual Learning in Spiking Neural Networks7.000.716, 7, 8, 7PosterPoster
410 Generalizable Multi-linear Attention Network7.000.827, 6, 8PosterPoster
411 Local plasticity rules can learn deep representations using self-supervised contrastive predictions7.000.717, 6, 8, 7PosterPoster
412 Integrated Latent Heterogeneity and Invariance Learning in Kernel Space7.000.718, 7, 7, 6PosterPoster
413 Conditional Generation Using Polynomial Expansions7.000.716, 7, 8, 7PosterSpotlight
414 User-Level Differentially Private Learning via Correlated Sampling7.000.007, 7, 7, 7PosterPoster
415 Nearly-Tight and Oblivious Algorithms for Explainable Clustering7.000.718, 7, 6, 7PosterSpotlight
416 Nearly-Tight and Oblivious Algorithms for Explainable Clustering7.000.717, 6, 7, 8PosterPoster
417 Provable Benefits of Actor-Critic Methods for Offline Reinforcement Learning7.001.006, 8, 8, 6PosterPoster
418 Teaching via Best-Case Counterexamples in the Learning-with-Equivalence-Queries Paradigm7.000.717, 6, 7, 8PosterPoster
419 Demystifying and Generalizing BinaryConnect7.000.007, 7, 7PosterPoster
420 Contextual Similarity Aggregation with Self-attention for Visual Re-ranking7.000.717, 6, 7, 8PosterPoster
421 On the Sample Complexity of Privately Learning Axis-Aligned Rectangles7.001.229, 6, 7, 6PosterPoster
422 Low-Rank Extragradient Method for Nonsmooth and Low-Rank Matrix Optimization Problems7.001.419, 6, 6PosterPoster
423 Invertible DenseNets with Concatenated LipSwish7.000.716, 8, 7, 7PosterPoster
424 NORESQA: A Framework for Speech Quality Assessment using Non-Matching References7.000.828, 7, 6PosterPoster
425 SBO-RNN: Reformulating Recurrent Neural Networks via Stochastic Bilevel Optimization7.000.717, 8, 6, 7PosterPoster
426 Learning in Multi-Stage Decentralized Matching Markets7.000.718, 6, 7, 7PosterPoster
427 Data-Efficient GAN Training Beyond (Just) Augmentations: A Lottery Ticket Perspective7.000.716, 7, 8, 7PosterPoster
428 Learning Space Partitions for Path Planning7.000.007, 7, 7, 7PosterPoster
429 Recursive Causal Structure Learning in the Presence of Latent Variables and Selection Bias7.000.007, 7, 7, 7PosterPoster
430 Iterative Amortized Policy Optimization7.000.716, 8, 7, 7PosterPoster
431 Predicting Event Memorability from Contextual Visual Semantics7.000.717, 7, 8, 6PosterPoster
432 MICo: Improved representations via sampling-based state similarity for Markov decision processes7.000.007, 7, 7, 7PosterPoster
433 On the Suboptimality of Thompson Sampling in High Dimensions7.000.718, 6, 7, 7PosterPoster
434 Beyond BatchNorm: Towards a Unified Understanding of Normalization in Deep Learning7.000.007, 7, 7PosterPoster
435 Damped Anderson Mixing for Deep Reinforcement Learning: Acceleration, Convergence, and Stabilization7.000.007, 7, 7PosterPoster
436 Simple steps are all you need: Frank-Wolfe and generalized self-concordant functions7.001.008, 8, 6, 6PosterPoster
437 Beltrami Flow and Neural Diffusion on Graphs7.000.007, 7, 7PosterPoster
438 Stabilizing Dynamical Systems via Policy Gradient Methods7.000.007, 7, 7PosterPoster
439 SE(3)-equivariant prediction of molecular wavefunctions and electronic densities7.000.717, 6, 8, 7PosterPoster
440 General Low-rank Matrix Optimization: Geometric Analysis and Sharper Bounds7.000.718, 6, 7, 7PosterPoster
441 Self-Supervised Bug Detection and Repair7.001.635, 9, 7PosterPoster
442 Overcoming the curse of dimensionality with Laplacian regularization in semi-supervised learning7.000.826, 8, 7PosterPoster
443 Subgroup Generalization and Fairness of Graph Neural Networks7.000.717, 8, 6, 7SpotlightSpotlight
444 Rethinking gradient sparsification as total error minimization7.000.007, 7, 7, 7SpotlightSpotlight
445 Look at What I’m Doing: Self-Supervised Spatial Grounding of Narrations in Instructional Videos7.000.717, 8, 6, 7SpotlightSpotlight
446 Continuous vs. Discrete Optimization of Deep Neural Networks7.000.638, 7, 7, 6, 7SpotlightSpotlight
447 SOFT: Softmax-free Transformer with Linear Complexity7.000.007, 7, 7, 7SpotlightSpotlight
448 Fast Bayesian Inference for Gaussian Cox Processes via Path Integral Formulation7.001.419, 7, 5, 7SpotlightSpotlight
449 DropGNN: Random Dropouts Increase the Expressiveness of Graph Neural Networks7.000.007, 7, 7, 7SpotlightSpotlight
450 Second-Order Neural ODE Optimizer7.000.717, 6, 7, 8SpotlightSpotlight
451 Lossy Compression for Lossless Prediction7.000.718, 7, 7, 6SpotlightSpotlight
452 Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning by Finding Flat Minima7.001.229, 7, 6, 6SpotlightSpotlight
453 Finding Discriminative Filters for Specific Degradations in Blind Super-Resolution7.000.717, 7, 6, 8SpotlightSpotlight
454 Neural optimal feedback control with local learning rules7.000.717, 7, 8, 6SpotlightSpotlight
455 Counterfactual Invariance to Spurious Correlations in Text Classification7.000.717, 7, 6, 8SpotlightSpotlight
456 H-NeRF: Neural Radiance Fields for Rendering and Temporal Reconstruction of Humans in Motion7.000.716, 7, 7, 8SpotlightSpotlight
457 Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning7.000.007, 7, 7, 7SpotlightSpotlight
458 Learning Large Neighborhood Search Policy for Integer Programming7.000.717, 8, 6, 7SpotlightSpotlight
459 Optimal Sketching for Trace Estimation7.000.718, 7, 6, 7SpotlightSpotlight
460 Uniform Sampling over Episode Difficulty7.001.006, 8, 6, 8SpotlightSpotlight
461 Intriguing Properties of Vision Transformers7.000.007, 7, 7, 7SpotlightSpotlight
462 Learning to delegate for large-scale vehicle routing7.000.007, 7, 7, 7SpotlightSpotlight
463 Behavior From the Void: Unsupervised Active Pre-Training7.000.716, 7, 7, 8SpotlightSpotlight
464 Long Short-Term Transformer for Online Action Detection7.000.718, 6, 7, 7SpotlightSpotlight
465 Flexible Option Learning7.000.828, 6, 7SpotlightSpotlight
466 Efficient Online Estimation of Causal Effects by Deciding What to Observe7.000.717, 6, 7, 8SpotlightSpotlight
467 Auditing Black-Box Prediction Models for Data Minimization Compliance7.000.828, 6, 7SpotlightSpotlight
468 Robust Learning of Optimal Auctions7.000.826, 8, 7SpotlightSpotlight
469 Double Machine Learning Density Estimation for Local Treatment Effects with Instruments7.000.007, 7, 7, 7SpotlightSpotlight
470 GeoMol: Torsional Geometric Generation of Molecular 3D Conformer Ensembles7.000.007, 7, 7SpotlightSpotlight
471 Iteratively Reweighted Least Squares for Basis Pursuit with Global Linear Convergence Rate7.000.007, 7, 7, 7SpotlightSpotlight
472 Speedy Performance Estimation for Neural Architecture Search7.000.716, 8, 7, 7SpotlightSpotlight
473 A Central Limit Theorem for Differentially Private Query Answering7.000.717, 8, 7, 6SpotlightSpotlight
474 Is Automated Topic Model Evaluation Broken? The Incoherence of Coherence7.000.007, 7, 7, 7SpotlightSpotlight
475 PLUR: A Unifying, Graph-Based View of Program Learning, Understanding, and Repair7.000.717, 7, 8, 6SpotlightSpotlight
476 Reinforcement Learning in Newcomblike Environments7.000.007, 7, 7, 7SpotlightSpotlight
477 Robust Predictable Control7.000.717, 7, 6, 8SpotlightSpotlight
478 Online Selective Classification with Limited Feedback7.000.007, 7, 7, 7SpotlightSpotlight
479 Proper Value Equivalence7.000.718, 7, 7, 6SpotlightSpotlight
480 Task-Adaptive Neural Network Retrieval with Meta-Contrastive Learning7.000.718, 7, 7, 6SpotlightSpotlight
481 Sample Complexity of Tree Search Configuration: Cutting Planes and Beyond7.000.007, 7, 7, 7SpotlightSpotlight
482 Widening the Pipeline in Human-Guided Reinforcement Learning with Explanation and Context-Aware Data Augmentation7.000.007, 7, 7SpotlightSpotlight
483 Learning with Holographic Reduced Representations7.000.717, 6, 7, 8SpotlightSpotlight
484 Repulsive Deep Ensembles are Bayesian7.000.716, 7, 7, 8SpotlightSpotlight
485 Dense Keypoints via Multiview Supervision7.000.587, 8, 7, 6, 7, 7SpotlightSpotlight
486 Redesigning the Transformer Architecture with Insights from Multi-particle Dynamical Systems7.000.718, 7, 7, 6SpotlightSpotlight
487 Early-stopped neural networks are consistent7.000.896, 8, 8, 6, 7SpotlightSpotlight
488 A Provably Efficient Sample Collection Strategy for Reinforcement Learning7.000.716, 7, 7, 8SpotlightSpotlight
489 Uniform Concentration Bounds toward a Unified Framework for Robust Clustering7.000.007, 7, 7, 7SpotlightSpotlight
490 On the Power of Differentiable Learning versus PAC and SQ Learning7.000.007, 7, 7SpotlightSpotlight
491 On the Power of Differentiable Learning versus PAC and SQ Learning7.000.007, 7, 7, 7SpotlightPoster
492 Bootstrap Your Object Detector via Mixed Training7.000.716, 7, 7, 8SpotlightSpotlight
493 Precise characterization of the prior predictive distribution of deep ReLU networks7.000.828, 7, 6SpotlightSpotlight
494 A flow-based latent state generative model of neural population responses to natural images7.000.717, 8, 6, 7SpotlightSpotlight
495 Newton-LESS: Sparsification without Trade-offs for the Sketched Newton Update7.000.717, 8, 6, 7SpotlightSpotlight
496 ViSER: Video-Specific Surface Embeddings for Articulated 3D Shape Reconstruction7.000.717, 7, 8, 6SpotlightSpotlight
497 Differential Privacy Dynamics of Langevin Diffusion and Noisy Gradient Descent7.000.007, 7, 7, 7SpotlightSpotlight
498 Perturbation-based Regret Analysis of Predictive Control in Linear Time Varying Systems7.001.006, 8, 6, 8SpotlightSpotlight
499 SPANN: Highly-efficient Billion-scale Approximate Nearest Neighborhood Search7.001.006, 6, 8, 8SpotlightSpotlight
500 Subgame solving without common knowledge7.000.717, 6, 7, 8SpotlightSpotlight
501 An Infinite-Feature Extension for Bayesian ReLU Nets That Fixes Their Asymptotic Overconfidence7.000.007, 7, 7, 7SpotlightSpotlight
502 Beyond Value-Function Gaps: Improved Instance-Dependent Regret Bounds for Episodic Reinforcement Learning7.000.007, 7, 7SpotlightSpotlight
503 Width-based Lookaheads with Learnt Base Policies and Heuristics Over the Atari-2600 Benchmark7.000.827, 8, 6SpotlightSpotlight
504 On the Existence of The Adversarial Bayes Classifier7.000.826, 8, 7SpotlightSpotlight
505 Safe Reinforcement Learning with Natural Language Constraints7.000.826, 7, 8SpotlightSpotlight
506 Tractable Regularization of Probabilistic Circuits7.000.007, 7, 7, 7SpotlightSpotlight
507 Necessary and sufficient graphical conditions for optimal adjustment sets in causal graphical models with hidden variables7.000.007, 7, 7, 7SpotlightSpotlight
508 Batch Normalization Orthogonalizes Representations in Deep Random Networks7.000.007, 7, 7, 7SpotlightSpotlight
509 SLOE: A Faster Method for Statistical Inference in High-Dimensional Logistic Regression7.001.419, 6, 6SpotlightSpotlight
510 Learning Gaussian Mixtures with Generalized Linear Models: Precise Asymptotics in High-dimensions7.000.826, 7, 8SpotlightSpotlight
511 Excess Capacity and Backdoor Poisoning7.000.716, 8, 7, 7SpotlightSpotlight
512 Your head is there to move you around: Goal-driven models of the primate dorsal pathway7.000.717, 6, 7, 8SpotlightSpotlight
513 Towards Gradient-based Bilevel Optimization with Non-convex Followers and Beyond7.000.007, 7, 7, 7SpotlightSpotlight
514 How Well do Feature Visualizations Support Causal Understanding of CNN Activations?7.000.827, 6, 8SpotlightSpotlight
515 Per-Pixel Classification is Not All You Need for Semantic Segmentation7.000.007, 7, 7, 7SpotlightSpotlight
516 Deep learning is adaptive to intrinsic dimensionality of model smoothness in anisotropic Besov space7.000.007, 7, 7SpotlightSpotlight
517 Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning7.000.007, 7, 7, 7SpotlightSpotlight
518 Vector-valued Distance and Gyrocalculus on the Space of Symmetric Positive Definite Matrices7.000.718, 6, 7, 7SpotlightSpotlight
519 Logarithmic Regret in Feature-based Dynamic Pricing7.001.227, 6, 6, 9SpotlightSpotlight
520 Training Feedback Spiking Neural Networks by Implicit Differentiation on the Equilibrium State7.000.717, 8, 7, 6SpotlightSpotlight
521 Process for Adapting Language Models to Society (PALMS) with Values-Targeted Datasets7.000.828, 7, 6SpotlightSpotlight
522 Sliced Mutual Information: A Scalable Measure of Statistical Dependence7.000.718, 7, 7, 6SpotlightSpotlight
523 On the Convergence and Sample Efficiency of Variance-Reduced Policy Gradient Method7.000.717, 7, 6, 8SpotlightSpotlight
524 Refined Learning Bounds for Kernel and Approximate k -Means7.000.717, 7, 6, 8SpotlightSpotlight
525 Neural Algorithmic Reasoners are Implicit Planners7.000.716, 7, 8, 7SpotlightSpotlight
526 Information Directed Sampling for Sparse Linear Bandits7.000.007, 7, 7, 7SpotlightSpotlight
527 Representation Learning Beyond Linear Prediction Functions7.000.007, 7, 7, 7SpotlightSpotlight
528 Universal Approximation Using Well-Conditioned Normalizing Flows6.860.357, 7, 6, 7, 7, 7, 7PosterPoster
529 Learnable Fourier Features for Multi-dimensional Spatial Positional Encoding6.831.348, 7, 9, 6, 5, 6PosterPoster
530 Overparameterization Improves Robustness to Covariate Shift in High Dimensions6.800.756, 8, 6, 7, 7PosterPoster
531 ResNEsts and DenseNEsts: Block-based DNN Models with Improved Representation Guarantees6.801.178, 5, 7, 8, 6PosterPoster
532 Why Do Better Loss Functions Lead to Less Transferable Features?6.801.336, 5, 9, 7, 7PosterPoster
533 Augmented Shortcuts for Vision Transformers6.800.756, 6, 7, 7, 8PosterPoster
534 The Causal-Neural Connection: Expressiveness, Learnability, and Inference6.800.756, 7, 8, 7, 6PosterPoster
535 Stronger NAS with Weaker Predictors6.800.756, 7, 6, 7, 8PosterPoster
536 Bandit Learning with Delayed Impact of Actions6.800.407, 7, 7, 6, 7PosterSpotlight
537 Distribution-free inference for regression: discrete, continuous, and in between6.800.987, 7, 7, 5, 8PosterPoster
538 Global Filter Networks for Image Classification6.800.407, 7, 7, 7, 6PosterPoster
539 A nonparametric method for gradual change problems with statistical guarantees6.800.987, 7, 7, 5, 8PosterSpotlight
540 Scalable Inference of Sparsely-changing Gaussian Markov Random Fields6.800.756, 7, 8, 6, 7PosterPoster
541 Learning to Compose Visual Relations6.800.758, 7, 6, 6, 7SpotlightSpotlight
542 Adversarial Teacher-Student Representation Learning for Domain Generalization6.800.407, 7, 6, 7, 7SpotlightSpotlight
543 Bayesian decision-making under misspecified priors with applications to meta-learning6.800.987, 8, 7, 7, 5SpotlightSpotlight
544 Separation Results between Fixed-Kernel and Feature-Learning Probability Metrics6.751.795, 5, 9, 8OralOral
545 TöRF: Time-of-Flight Radiance Fields for Dynamic Scene View Synthesis6.750.437, 7, 7, 6PosterPoster
546 Active Learning of Convex Halfspaces on Graphs6.750.437, 7, 6, 7PosterPoster
547 Visual Adversarial Imitation Learning using Variational Models6.750.836, 7, 8, 6PosterPoster
548 Stochastic Multi-Armed Bandits with Control Variates6.750.437, 7, 7, 6PosterPoster
549 Network-to-Network Regularization: Enforcing Occam's Razor to Improve Generalization6.750.436, 7, 7, 7PosterPoster
550 An Axiomatic Theory of Provably-Fair Welfare-Centric Machine Learning6.750.436, 7, 7, 7PosterPoster
551 When Expressivity Meets Trainability: Fewer than n Neurons Can Work6.750.836, 7, 8, 6PosterPoster
552 Analytic Insights into Structure and Rank of Neural Network Hessian Maps6.751.308, 6, 8, 5PosterPoster
553 M-FAC: Efficient Matrix-Free Approximations of Second-Order Information6.750.437, 7, 7, 6PosterPoster
554 No-regret Online Learning over Riemannian Manifolds6.750.437, 7, 7, 6PosterPoster
555 A Law of Iterated Logarithm for Multi-Agent Reinforcement Learning6.750.836, 6, 8, 7PosterPoster
556 Hybrid Regret Bounds for Combinatorial Semi-Bandits and Adversarial Linear Bandits6.750.437, 7, 7, 6PosterPoster
557 FLEX: Unifying Evaluation for Few-Shot NLP6.750.437, 7, 7, 6PosterPoster
558 Neural Regression, Representational Similarity, Model Zoology & Neural Taskonomy at Scale in Rodent Visual Cortex6.750.837, 6, 6, 8PosterPoster
559 Characterizing possible failure modes in physics-informed neural networks6.750.436, 7, 7, 7PosterPoster
560 Label consistency in overfitted generalized k -means6.750.437, 7, 7, 6PosterPoster
561 Spatio-Temporal Variational Gaussian Processes6.750.436, 7, 7, 7PosterPoster
562 Modified Frank Wolfe in Probability Space6.751.798, 9, 5, 5PosterPoster
563 Leveraging Distribution Alignment via Stein Path for Cross-Domain Cold-Start Recommendation6.751.489, 5, 7, 6PosterPoster
564 Minimax Optimal Quantile and Semi-Adversarial Regret via Root-Logarithmic Regularizers6.750.437, 6, 7, 7PosterPoster
565 RMIX: Learning Risk-Sensitive Policies forCooperative Reinforcement Learning Agents6.750.437, 6, 7, 7PosterPoster
566 SOPE: Spectrum of Off-Policy Estimators6.751.097, 7, 8, 5PosterPoster
567 Reliable Causal Discovery with Improved Exact Search and Weaker Assumptions6.750.437, 7, 6, 7PosterPoster
568 Best of Both Worlds: Practical and Theoretically Optimal Submodular Maximization in Parallel6.750.837, 8, 6, 6PosterPoster
569 Decrypting Cryptic Crosswords: Semantically Complex Wordplay Puzzles as a Target for NLP6.751.097, 8, 5, 7PosterPoster
570 Identification of Partially Observed Linear Causal Models: Graphical Conditions for the Non-Gaussian and Heterogeneous Cases6.751.097, 7, 8, 5PosterPoster
571 Deep Jump Learning for Off-Policy Evaluation in Continuous Treatment Settings6.750.836, 8, 6, 7PosterPoster
572 Asymptotics of representation learning in finite Bayesian neural networks6.750.437, 7, 7, 6PosterPoster
573 Convex-Concave Min-Max Stackelberg Games6.750.437, 6, 7, 7PosterPoster
574 Control Variates for Slate Off-Policy Evaluation6.750.437, 7, 7, 6PosterPoster
575 Unique sparse decomposition of low rank matrices6.751.486, 5, 7, 9PosterPoster
576 Transformer in Transformer6.750.437, 6, 7, 7PosterPoster
577 Selective Sampling for Online Best-arm Identification6.750.437, 6, 7, 7PosterPoster
578 Policy Learning Using Weak Supervision6.750.437, 7, 6, 7PosterPoster
579 Efficient hierarchical Bayesian inference for spatio-temporal regression models in neuroimaging6.750.437, 7, 6, 7PosterPoster
580 Neural Auto-Curricula in Two-Player Zero-Sum Games6.750.437, 7, 7, 6PosterPoster
581 Fast Extra Gradient Methods for Smooth Structured Nonconvex-Nonconcave Minimax Problems6.750.837, 6, 6, 8PosterPoster
582 Do Transformers Really Perform Badly for Graph Representation?6.750.437, 7, 6, 7PosterPoster
583 BCD Nets: Scalable Variational Approaches for Bayesian Causal Discovery6.750.838, 6, 7, 6PosterPoster
584 Reinforced Few-Shot Acquisition Function Learning for Bayesian Optimization6.750.437, 7, 7, 6PosterPoster
585 MIRACLE: Causally-Aware Imputation via Learning Missing Data Mechanisms6.751.485, 7, 9, 6PosterPoster
586 VoiceMixer: Adversarial Voice Style Mixup6.751.648, 8, 7, 4PosterPoster
587 Understanding the Effect of Stochasticity in Policy Optimization6.750.837, 6, 8, 6PosterPoster
588 On Training Implicit Models6.750.437, 7, 7, 6PosterPoster
589 Analysis of one-hidden-layer neural networks via the resolvent method6.750.838, 6, 6, 7PosterPoster
590 Dissecting the Diffusion Process in Linear Graph Convolutional Networks6.750.436, 7, 7, 7PosterPoster
591 Scaling Vision with Sparse Mixture of Experts6.750.836, 8, 6, 7PosterPoster
592 Perceptual Score: What Data Modalities Does Your Model Perceive?6.750.838, 7, 6, 6PosterPoster
593 Conservative Data Sharing for Multi-Task Offline Reinforcement Learning6.750.837, 8, 6, 6PosterPoster
594 Generalized Shape Metrics on Neural Representations6.751.306, 6, 9, 6PosterPoster
595 You Are the Best Reviewer of Your Own Papers: An Owner-Assisted Scoring Mechanism6.750.838, 6, 7, 6PosterPoster
596 On the Frequency Bias of Generative Models6.750.437, 7, 7, 6PosterPoster
597 Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions6.751.305, 6, 8, 8PosterPoster
598 Escape saddle points by a simple gradient-descent based algorithm6.750.837, 6, 8, 6PosterPoster
599 XCiT: Cross-Covariance Image Transformers6.750.437, 7, 6, 7PosterPoster
600 Can contrastive learning avoid shortcut solutions?6.750.836, 8, 7, 6PosterPoster
601 Reliable Decisions with Threshold Calibration6.751.799, 4, 7, 7PosterPoster
602 Pessimism Meets Invariance: Provably Efficient Offline Mean-Field Multi-Agent RL6.750.836, 6, 7, 8PosterPoster
603 Uncertainty Calibration for Ensemble-Based Debiasing Methods6.750.836, 6, 7, 8PosterPoster
604 Learning with User-Level Privacy6.750.437, 6, 7, 7PosterPoster
605 Generalizable Imitation Learning from Observation via Inferring Goal Proximity6.750.437, 6, 7, 7PosterPoster
606 Unbiased Classification through Bias-Contrastive and Bias-Balanced Learning6.750.836, 6, 7, 8PosterPoster
607 MOMA: Multi-Object Multi-Actor Activity Parsing6.750.436, 7, 7, 7PosterPoster
608 SIMONe: View-Invariant, Temporally-Abstracted Object Representations via Unsupervised Video Decomposition6.750.838, 6, 6, 7PosterPoster
609 Bandit Phase Retrieval6.750.437, 6, 7, 7PosterPoster
610 Adversarially robust learning for security-constrained optimal power flow6.750.836, 7, 6, 8PosterPoster
611 Learning to Select Exogenous Events for Marked Temporal Point Process6.750.838, 7, 6, 6PosterPoster
612 Algorithmic Instabilities of Accelerated Gradient Descent6.751.489, 5, 6, 7PosterPoster
613 Fairness via Representation Neutralization6.750.437, 7, 7, 6PosterPoster
614 Estimating the Long-Term Effects of Novel Treatments6.750.838, 7, 6, 6PosterPoster
615 Local Signal Adaptivity: Provable Feature Learning in Neural Networks Beyond Kernels6.750.836, 8, 6, 7PosterPoster
616 Blending Anti-Aliasing into Vision Transformer6.750.836, 6, 7, 8PosterPoster
617 Emergent Communication of Generalizations6.750.437, 6, 7, 7PosterPoster
618 PSD Representations for Effective Probability Models6.750.436, 7, 7, 7PosterPoster
619 Online Knapsack with Frequency Predictions6.750.837, 6, 8, 6PosterSpotlight
620 Grounding Representation Similarity Through Statistical Testing6.750.838, 6, 7, 6PosterPoster
621 Boosting with Multiple Sources6.750.437, 7, 7, 6PosterPoster
622 Locality defeats the curse of dimensionality in convolutional teacher-student scenarios6.751.095, 8, 7, 7PosterPoster
623 Learning to Schedule Heuristics in Branch and Bound6.750.436, 7, 7, 7PosterPoster
624 Efficient Training of Retrieval Models using Negative Cache6.750.437, 7, 7, 6PosterPoster
625 Is Bang-Bang Control All You Need? Solving Continuous Control with Bernoulli Policies6.750.838, 6, 7, 6PosterPoster
626 Asynchronous Decentralized SGD with Quantized and Local Updates6.750.837, 8, 6, 6PosterPoster
627 Raw Nav-merge Seismic Data to Subsurface Properties with MLP based Multi-Modal Information Unscrambler6.750.437, 6, 7, 7PosterPoster
628 Nearly Minimax Optimal Reinforcement Learning for Discounted MDPs6.750.437, 6, 7, 7PosterPoster
629 Dynamic population-based meta-learning for multi-agent communication with natural language6.751.487, 5, 6, 9PosterPoster
630 Learning in two-player zero-sum partially observable Markov games with perfect recall6.750.437, 7, 7, 6PosterPoster
631 COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining6.750.437, 7, 6, 7PosterPoster
632 Meta-Adaptive Nonlinear Control: Theory and Algorithms6.750.437, 6, 7, 7PosterPoster
633 Fair Sortition Made Transparent6.750.436, 7, 7, 7PosterPoster
634 Meta Learning Backpropagation And Improving It6.750.836, 8, 6, 7PosterPoster
635 CAM-GAN: Continual Adaptation Modules for Generative Adversarial Networks6.750.437, 7, 6, 7PosterPoster
636 Flow Network based Generative Models for Non-Iterative Diverse Candidate Generation6.750.437, 7, 6, 7PosterPoster
637 SAPE: Spatially-Adaptive Progressive Encoding for Neural Optimization6.751.095, 7, 8, 7PosterPoster
638 Revenue maximization via machine learning with noisy data6.750.836, 6, 7, 8PosterPoster
639 Statistical Undecidability in Linear, Non-Gaussian Causal Models in the Presence of Latent Confounders6.750.836, 6, 7, 8PosterPoster
640 DSelect-k: Differentiable Selection in the Mixture of Experts with Applications to Multi-Task Learning6.751.306, 6, 6, 9PosterPoster
641 Marginalised Gaussian Processes with Nested Sampling6.750.437, 7, 7, 6PosterPoster
642 The staircase property: How hierarchical structure can guide deep learning6.750.436, 7, 7, 7PosterPoster
643 Why Generalization in RL is Difficult: Epistemic POMDPs and Implicit Partial Observability6.750.436, 7, 7, 7PosterPoster
644 How Tight Can PAC-Bayes be in the Small Data Regime?6.750.837, 8, 6, 6PosterPoster
645 Practical, Provably-Correct Interactive Learning in the Realizable Setting: The Power of True Believers6.750.836, 7, 8, 6PosterPoster
646 On Empirical Risk Minimization with Dependent and Heavy-Tailed Data6.750.836, 8, 6, 7PosterPoster
647 BAST: Bayesian Additive Regression Spanning Trees for Complex Constrained Domain6.751.097, 7, 8, 5PosterPoster
648 Robust Optimization for Multilingual Translation with Imbalanced Data6.750.836, 8, 6, 7PosterPoster
649 Nearly Horizon-Free Offline Reinforcement Learning6.751.306, 6, 9, 6PosterPoster
650 Conservative Offline Distributional Reinforcement Learning6.750.437, 7, 7, 6PosterPoster
651 Self-Consistent Models and Values6.750.437, 7, 6, 7PosterPoster
652 Learning Equivariant Energy Based Models with Equivariant Stein Variational Gradient Descent6.750.437, 7, 7, 6PosterPoster
653 TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up6.750.836, 7, 6, 8PosterPoster
654 Generalization Error Rates in Kernel Regression: The Crossover from the Noiseless to Noisy Regime6.750.437, 7, 6, 7PosterPoster
655 Invariant Causal Imitation Learning for Generalizable Policies6.750.437, 7, 7, 6PosterPoster
656 Neural Production Systems6.750.836, 8, 7, 6PosterPoster
657 Transfer Learning of Graph Neural Networks with Ego-graph Information Maximization6.750.838, 6, 7, 6PosterPoster
658 CoFrNets: Interpretable Neural Architecture Inspired by Continued Fractions6.751.306, 8, 8, 5PosterPoster
659 FINE Samples for Learning with Noisy Labels6.750.436, 7, 7, 7PosterPoster
660 Efficient and Local Parallel Random Walks6.751.098, 7, 5, 7PosterPoster
661 Transformers Generalize DeepSets and Can be Extended to Graphs & Hypergraphs6.750.838, 7, 6, 6PosterPoster
662 Localization, Convexity, and Star Aggregation6.750.836, 7, 8, 6PosterPoster
663 Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style6.750.838, 6, 7, 6PosterPoster
664 Terra: Imperative-Symbolic Co-Execution of Imperative Deep Learning Programs6.751.489, 5, 7, 6PosterPoster
665 Action-guided 3D Human Motion Prediction6.750.837, 8, 6, 6PosterPoster
666 Rethinking and Reweighting the Univariate Losses for Multi-Label Ranking: Consistency and Generalization6.750.437, 6, 7, 7PosterPoster
667 Few-Round Learning for Federated Learning6.750.436, 7, 7, 7PosterPoster
668 A Consciousness-Inspired Planning Agent for Model-Based Reinforcement Learning6.750.436, 7, 7, 7PosterPoster
669 Dual Adaptivity: A Universal Algorithm for Minimizing the Adaptive Regret of Convex Functions6.750.437, 6, 7, 7PosterPoster
670 Dangers of Bayesian Model Averaging under Covariate Shift6.750.436, 7, 7, 7PosterPoster
671 Dangers of Bayesian Model Averaging under Covariate Shift6.750.437, 7, 7, 6PosterPoster
672 Physics-Aware Downsampling with Deep Learning for Scalable Flood Modeling6.750.437, 6, 7, 7PosterPoster
673 A Near-Optimal Algorithm for Stochastic Bilevel Optimization via Double-Momentum6.750.437, 6, 7, 7PosterPoster
674 Differentially Private Federated Bayesian Optimization with Distributed Exploration6.750.436, 7, 7, 7PosterPoster
675 Graph Adversarial Self-Supervised Learning6.750.436, 7, 7, 7PosterPoster
676 Dynamic Inference with Neural Interpreters6.750.838, 6, 7, 6PosterPoster
677 The Difficulty of Passive Learning in Deep Reinforcement Learning6.751.097, 7, 8, 5PosterPoster
678 What training reveals about neural network complexity6.751.306, 5, 8, 8PosterPoster
679 On UMAP's True Loss Function6.750.836, 6, 7, 8PosterPoster
680 Rethinking conditional GAN training: An approach using geometrically structured latent manifolds6.750.436, 7, 7, 7PosterPoster
681 Scalable Quasi-Bayesian Inference for Instrumental Variable Regression6.750.437, 6, 7, 7PosterPoster
682 Identity testing for Mallows model6.750.437, 7, 7, 6PosterPoster
683 Online Learning in Periodic Zero-Sum Games6.751.097, 7, 8, 5PosterPoster
684 Low-Fidelity Video Encoder Optimization for Temporal Action Localization6.750.836, 7, 8, 6PosterPoster
685 CorticalFlow: A Diffeomorphic Mesh Transformer Network for Cortical Surface Reconstruction6.750.436, 7, 7, 7PosterSpotlight
686 Twice regularized MDPs and the equivalence between robustness and regularization6.751.098, 7, 7, 5PosterPoster
687 Last-iterate Convergence in Extensive-Form Games6.750.437, 7, 7, 6PosterPoster
688 COMBO: Conservative Offline Model-Based Policy Optimization6.750.836, 7, 6, 8PosterPoster
689 Rank Overspecified Robust Matrix Recovery: Subgradient Method and Exact Recovery6.750.436, 7, 7, 7PosterPoster
690 Learning to Generate Visual Questions with Noisy Supervision6.750.437, 7, 6, 7PosterSpotlight
691 Controlling Neural Networks with Rule Representations6.750.836, 6, 7, 8PosterPoster
692 On the Convergence Theory of Debiased Model-Agnostic Meta-Reinforcement Learning6.750.437, 7, 6, 7PosterPoster
693 Visual Search Asymmetry: Deep Nets and Humans Share Similar Inherent Biases6.751.098, 5, 7, 7PosterPoster
694 Generalized Linear Bandits with Local Differential Privacy6.750.437, 6, 7, 7PosterPoster
695 Taxonomizing local versus global structure in neural network loss landscapes6.750.837, 6, 6, 8PosterPoster
696 Interpreting Representation Quality of DNNs for 3D Point Cloud Processing6.750.437, 7, 7, 6PosterPoster
697 Provably efficient, succinct, and precise explanations6.751.308, 8, 5, 6PosterReject
698 Risk Minimization from Adaptively Collected Data: Guarantees for Supervised and Policy Learning6.750.836, 8, 7, 6PosterPoster
699 CoAtNet: Marrying Convolution and Attention for All Data Sizes6.750.437, 7, 6, 7PosterPoster
700 Memory-efficient Patch-based Inference for Tiny Deep Learning6.750.436, 7, 7, 7PosterPoster
701 Robust Regression Revisited: Acceleration and Improved Estimation Rates6.750.437, 7, 7, 6PosterPoster
702 Non-convex Distributionally Robust Optimization: Non-asymptotic Analysis6.751.648, 4, 8, 7PosterPoster
703 Efficient Algorithms for Learning Depth-2 Neural Networks with General ReLU Activations6.750.436, 7, 7, 7PosterPoster
704 Compressive Visual Representations6.750.437, 6, 7, 7PosterPoster
705 Exploiting Data Sparsity in Secure Cross-Platform Social Recommendation6.751.797, 9, 7, 4PosterPoster
706 Residual2Vec: Debiasing graph embedding with random graphs6.750.837, 8, 6, 6PosterSpotlight
707 Proxy Convexity: A Unified Framework for the Analysis of Neural Networks Trained by Gradient Descent6.750.436, 7, 7, 7PosterPoster
708 Dimensionality Reduction for Wasserstein Barycenter6.750.436, 7, 7, 7PosterPoster
709 Dynamics of Stochastic Momentum Methods on Large-scale, Quadratic Models6.750.836, 7, 8, 6PosterPoster
710 Hamiltonian Dynamics with Non-Newtonian Momentum for Rapid Sampling6.751.095, 8, 7, 7PosterPoster
711 Combining Human Predictions with Model Probabilities via Confusion Matrices and Calibration6.751.098, 7, 7, 5PosterPoster
712 Near-Optimal Multi-Perturbation Experimental Design for Causal Structure Learning6.750.836, 8, 7, 6PosterPoster
713 An Uncertainty Principle is a Price of Privacy-Preserving Microdata6.750.836, 6, 7, 8PosterSpotlight
714 Neural Active Learning with Performance Guarantees6.750.437, 7, 6, 7PosterPoster
715 Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learning6.750.436, 7, 7, 7PosterPoster
716 Improved Variance-Aware Confidence Sets for Linear Bandits and Linear Mixture MDP6.750.437, 6, 7, 7PosterPoster
717 Achieving Rotational Invariance with Bessel-Convolutional Neural Networks6.750.437, 7, 7, 6PosterPoster
718 Visualizing the Emergence of Intermediate Visual Patterns in DNNs6.750.437, 7, 7, 6PosterPoster
719 Adaptive Diffusion in Graph Neural Networks6.750.836, 6, 7, 8PosterPoster
720 Noisy Adaptation Generates Lévy Flights in Attractor Neural Networks6.750.437, 6, 7, 7PosterPoster
721 Periodic Activation Functions Induce Stationarity6.750.437, 6, 7, 7PosterPoster
722 Periodic Activation Functions Induce Stationarity6.750.437, 7, 6, 7PosterPoster
723 Learning Conjoint Attentions for Graph Neural Nets6.750.437, 6, 7, 7PosterPoster
724 Provable Model-based Nonlinear Bandit and Reinforcement Learning: Shelve Optimism, Embrace Virtual Curvature6.750.437, 7, 7, 6PosterPoster
725 Improving Contrastive Learning on Imbalanced Data via Open-World Sampling6.750.437, 7, 7, 6PosterPoster
726 Implicit Semantic Response Alignment for Partial Domain Adaptation6.751.308, 8, 6, 5PosterPoster
727 Differentially Private Multi-Armed Bandits in the Shuffle Model6.750.437, 7, 7, 6PosterPoster
728 A Constant Approximation Algorithm for Sequential Random-Order No-Substitution k-Median Clustering6.751.097, 7, 5, 8PosterPoster
729 Explicit loss asymptotics in the gradient descent training of neural networks6.750.838, 7, 6, 6PosterPoster
730 A Probabilistic State Space Model for Joint Inference from Differential Equations and Data6.750.837, 6, 8, 6PosterPoster
731 On the Importance of Gradients for Detecting Distributional Shifts in the Wild6.750.836, 7, 8, 6PosterPoster
732 Can multi-label classification networks know what they don’t know?6.750.436, 7, 7, 7PosterPoster
733 Contrastive Active Inference6.750.437, 7, 6, 7PosterPoster
734 Scalable Inference in SDEs by Direct Matching of the Fokker–Planck–Kolmogorov Equation6.750.837, 6, 6, 8PosterPoster
735 The Flip Side of the Reweighted Coin: Duality of Adaptive Dropout and Regularization6.750.836, 8, 7, 6PosterPoster
736 Optimality of variational inference for stochasticblock model with missing links6.750.437, 7, 7, 6PosterPoster
737 Differentiable Simulation of Soft Multi-body Systems6.750.437, 6, 7, 7PosterPoster
738 SILG: The Multi-domain Symbolic Interactive Language Grounding Benchmark6.750.437, 7, 6, 7PosterPoster
739 MarioNette: Self-Supervised Sprite Learning6.750.437, 7, 7, 6PosterPoster
740 Learning to Learn Graph Topologies6.750.838, 6, 6, 7PosterPoster
741 When False Positive is Intolerant: End-to-End Optimization with Low FPR for Multipartite Ranking6.751.097, 7, 8, 5PosterPoster
742 No RL, No Simulation: Learning to Navigate without Navigating6.751.095, 7, 8, 7PosterPoster
743 Learning One Representation to Optimize All Rewards6.751.097, 7, 8, 5PosterPoster
744 Certifying Robustness to Programmable Data Bias in Decision Trees6.750.836, 6, 8, 7PosterPoster
745 SNIPS: Solving Noisy Inverse Problems Stochastically6.751.097, 7, 8, 5PosterSpotlight
746 Counterexample Guided RL Policy Refinement Using Bayesian Optimization6.750.437, 7, 6, 7PosterPoster
747 Dimension-free empirical entropy estimation6.750.436, 7, 7, 7PosterPoster
748 Mining the Benefits of Two-stage and One-stage HOI Detection6.750.836, 7, 8, 6PosterPoster
749 Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training6.750.837, 6, 8, 6PosterPoster
750 Deep Contextual Video Compression6.751.095, 7, 7, 8PosterPoster
751 Provable Representation Learning for Imitation with Contrastive Fourier Features6.750.437, 7, 7, 6PosterPoster
752 Oracle-Efficient Regret Minimization in Factored MDPs with Unknown Structure6.750.437, 7, 6, 7PosterPoster
753 Exploring the Limits of Out-of-Distribution Detection6.750.836, 8, 6, 7PosterPoster
754 Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation6.750.437, 7, 6, 7SpotlightSpotlight
755 Variational Bayesian Optimistic Sampling6.750.437, 6, 7, 7SpotlightSpotlight
756 Neural Symplectic Form: Learning Hamiltonian Equations on General Coordinate Systems6.750.437, 6, 7, 7SpotlightSpotlight
757 Sequence-to-Sequence Learning with Latent Neural Grammars6.750.836, 7, 8, 6SpotlightPoster
758 Regulating algorithmic filtering on social media6.751.487, 9, 5, 6SpotlightSpotlight
759 Embedding Principle of Loss Landscape of Deep Neural Networks6.750.437, 6, 7, 7SpotlightSpotlight
760 Why Do Pretrained Language Models Help in Downstream Tasks? An Analysis of Head and Prompt Tuning6.750.437, 7, 7, 6SpotlightSpotlight
761 Reward is enough for convex MDPs6.750.436, 7, 7, 7SpotlightSpotlight
762 Learning to See by Looking at Noise6.750.836, 8, 6, 7SpotlightSpotlight
763 Improved Coresets and Sublinear Algorithms for Power Means in Euclidean Spaces6.750.836, 8, 7, 6SpotlightSpotlight
764 Neural Scene Flow Prior6.750.436, 7, 7, 7SpotlightSpotlight
765 Slice Sampling Reparameterization Gradients6.750.437, 7, 6, 7SpotlightSpotlight
766 Probabilistic Attention for Interactive Segmentation6.750.437, 6, 7, 7SpotlightSpotlight
767 Fractal Structure and Generalization Properties of Stochastic Optimization Algorithms6.750.437, 6, 7, 7SpotlightSpotlight
768 Techniques for Symbol Grounding with SATNet6.751.489, 5, 7, 6SpotlightSpotlight
769 Parametric Complexity Bounds for Approximating PDEs with Neural Networks6.750.836, 8, 7, 6SpotlightSpotlight
770 Practical Near Neighbor Search via Group Testing6.750.838, 6, 6, 7SpotlightSpotlight
771 Refining Language Models with Compositional Explanations6.750.437, 7, 6, 7SpotlightSpotlight
772 An Infinite-Feature Extension for Bayesian ReLU Nets That Fixes Their Asymptotic Overconfidence6.750.836, 8, 7, 6SpotlightPoster
773 TOHAN: A One-step Approach towards Few-shot Hypothesis Adaptation6.750.436, 7, 7, 7SpotlightSpotlight
774 Mixability made efficient: Fast online multiclass logistic regression6.750.437, 7, 7, 6SpotlightSpotlight
775 A Minimalist Approach to Offline Reinforcement Learning6.751.098, 5, 7, 7SpotlightSpotlight
776 Pruning Randomly Initialized Neural Networks with Iterative Randomization6.750.436, 7, 7, 7SpotlightSpotlight
777 Determinantal point processes based on orthogonal polynomials for sampling minibatches in SGD6.750.836, 6, 7, 8SpotlightSpotlight
778 Towards optimally abstaining from prediction with OOD test examples6.750.838, 6, 6, 7SpotlightSpotlight
779 Across-animal odor decoding by probabilistic manifold alignment6.750.838, 6, 7, 6SpotlightSpotlight
780 On Linear Stability of SGD and Input-Smoothness of Neural Networks6.750.836, 7, 8, 6SpotlightSpotlight
781 Deep Self-Dissimilarities as Powerful Visual Fingerprints6.750.838, 7, 6, 6SpotlightSpotlight
782 Bias and variance of the Bayesian-mean decoder6.750.837, 8, 6, 6SpotlightSpotlight
783 Decentralized Learning in Online Queuing Systems6.751.097, 8, 5, 7SpotlightSpotlight
784 Neural Additive Models: Interpretable Machine Learning with Neural Nets6.751.097, 5, 7, 8SpotlightSpotlight
785 Understanding the Under-Coverage Bias in Uncertainty Estimation6.750.836, 7, 8, 6SpotlightSpotlight
786 Exact marginal prior distributions of finite Bayesian neural networks6.750.836, 8, 6, 7SpotlightSpotlight
787 The Sensory Neuron as a Transformer: Permutation-Invariant Neural Networks for Reinforcement Learning6.750.836, 6, 7, 8SpotlightSpotlight
788 α -IoU: A Family of Power Intersection over Union Losses for Bounding Box Regression6.710.457, 7, 7, 7, 7, 6, 6PosterPoster
789 Instance-Dependent Bounds for Zeroth-order Lipschitz Optimization with Error Certificates6.710.456, 7, 7, 7, 7, 7, 6PosterPoster
790 Latent Equilibrium: A unified learning theory for arbitrarily fast computation with arbitrarily slow neurons6.672.623, 8, 9OralPoster
791 Understanding the Generalization Benefit of Model Invariance from a Data Perspective6.670.946, 8, 6PosterPoster
792 Decoupling the Depth and Scope of Graph Neural Networks6.671.705, 9, 6PosterPoster
793 Beware of the Simulated DAG! Causal Discovery Benchmarks May Be Easy to Game6.670.476, 7, 7PosterPoster
794 Asynchronous Decentralized Online Learning6.670.477, 7, 6PosterPoster
795 Sparse Steerable Convolutions: An Efficient Learning of SE(3)-Equivariant Features for Estimation and Tracking of Object Poses in 3D Space6.671.499, 8, 5, 6, 5, 7PosterPoster
796 Efficient Truncated Linear Regression with Unknown Noise Variance6.670.477, 6, 7PosterPoster
797 Federated Graph Classification over Non-IID Graphs6.671.898, 8, 4PosterPoster
798 Shapeshifter: a Parameter-efficient Transformer using Factorized Reshaped Matrices6.670.477, 7, 7, 6, 7, 6PosterPoster
799 Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks6.670.477, 6, 7PosterPoster
800 On the Generative Utility of Cyclic Conditionals6.670.948, 6, 6PosterPoster
801 Graph Posterior Network: Bayesian Predictive Uncertainty for Node Classification6.670.476, 7, 7PosterPoster
802 Learning Debiased and Disentangled Representations for Semantic Segmentation6.670.946, 6, 8PosterPoster
803 Landmark-Guided Subgoal Generation in Hierarchical Reinforcement Learning6.670.476, 7, 7PosterPoster
804 Continuous Mean-Covariance Bandits6.670.477, 7, 6PosterPoster
805 All Tokens Matter: Token Labeling for Training Better Vision Transformers6.670.477, 6, 7PosterPoster
806 Dealing With Misspecification In Fixed-Confidence Linear Top-m Identification6.670.477, 7, 6PosterPoster
807 PlayVirtual: Augmenting Cycle-Consistent Virtual Trajectories for Reinforcement Learning6.670.476, 7, 7PosterPoster
808 Meta Two-Sample Testing: Learning Kernels for Testing with Limited Data6.670.946, 8, 6PosterPoster
809 Luna: Linear Unified Nested Attention6.670.477, 7, 6PosterPoster
810 Minibatch and Momentum Model-based Methods for Stochastic Weakly Convex Optimization6.670.948, 6, 6PosterPoster
811 Learning Semantic Representations to Verify Hardware Designs6.670.476, 7, 7PosterPoster
812 Efficient Generalization with Distributionally Robust Learning6.670.948, 6, 6PosterPoster
813 Few-Shot Data-Driven Algorithms for Low Rank Approximation6.670.476, 7, 7PosterPoster
814 STEM: A Stochastic Two-Sided Momentum Algorithm Achieving Near-Optimal Sample and Communication Complexities for Federated Learning6.670.946, 6, 8PosterPoster
815 Relational Self-Attention: What's Missing in Attention for Video Understanding6.670.477, 6, 7PosterSpotlight
816 Good Classification Measures and How to Find Them6.670.477, 7, 6PosterPoster
817 Synthetic Design: An Optimization Approach to Experimental Design with Synthetic Controls6.670.946, 8, 6PosterPoster
818 The Adaptive Doubly Robust Estimator and a Paradox Concerning Logging Policy6.670.477, 6, 7PosterPoster
819 Safe Reinforcement Learning by Imagining the Near Future6.670.948, 6, 6PosterPoster
820 Accelerating Quadratic Optimization with Reinforcement Learning6.670.477, 7, 6PosterPoster
821 Differentiable Optimization of Generalized Nondecomposable Functions using Linear Programs6.670.477, 7, 6PosterPoster
822 Towards Instance-Optimal Offline Reinforcement Learning with Pessimism6.670.946, 8, 6PosterPoster
823 Multi-Scale Representation Learning on Proteins6.670.476, 7, 7PosterPoster
824 Near-Optimal Offline Reinforcement Learning via Double Variance Reduction6.670.476, 7, 7PosterPoster
825 AC-GC: Lossy Activation Compression with Guaranteed Convergence6.670.476, 7, 7PosterPoster
826 SimiGrad: Fine-Grained Adaptive Batching for Large Scale Training using Gradient Similarity Measurement6.670.477, 7, 6PosterPoster
827 Convergence of adaptive algorithms for constrained weakly convex optimization6.670.476, 7, 7PosterPoster
828 NeuroMLR: Robust & Reliable Route Recommendation on Road Networks6.670.948, 6, 6PosterPoster
829 The Unbalanced Gromov Wasserstein Distance: Conic Formulation and Relaxation6.670.477, 6, 7PosterPoster
830 Proportional Participatory Budgeting with Additive Utilities6.670.946, 6, 8PosterPoster
831 Streaming Belief Propagation for Community Detection6.670.477, 6, 7PosterPoster
832 Biological key-value memory networks6.670.477, 7, 6PosterPoster
833 Uniform-PAC Bounds for Reinforcement Learning with Linear Function Approximation6.670.477, 7, 6PosterPoster
834 Bandits with many optimal arms6.670.948, 6, 6PosterPoster
835 NN-Baker: A Neural-network Infused Algorithmic Framework for Optimization Problems on Geometric Intersection Graphs6.670.476, 7, 7PosterPoster
836 Reliable Post hoc Explanations: Modeling Uncertainty in Explainability6.670.477, 6, 7PosterPoster
837 Probabilistic Forecasting: A Level-Set Approach6.670.477, 7, 6PosterPoster
838 Local Disentanglement in Variational Auto-Encoders Using Jacobian L1 Regularization6.670.477, 6, 7PosterPoster
839 Reducing Collision Checking for Sampling-Based Motion Planning Using Graph Neural Networks6.670.477, 7, 6PosterPoster
840 Differentially Private Empirical Risk Minimization under the Fairness Lens6.670.477, 7, 6PosterPoster
841 MagNet: A Neural Network for Directed Graphs6.670.477, 6, 7PosterPoster
842 Adversarial Intrinsic Motivation for Reinforcement Learning6.670.477, 6, 7PosterPoster
843 Non-Asymptotic Analysis for Two Time-scale TDC with General Smooth Function Approximation6.670.946, 8, 6PosterPoster
844 Garment4D: Garment Reconstruction from Point Cloud Sequences6.670.477, 6, 7PosterPoster
845 Stochastic Optimization of Areas Under Precision-Recall Curves with Provable Convergence6.670.476, 7, 7PosterPoster
846 Independent Prototype Propagation for Zero-Shot Compositionality6.670.477, 6, 7PosterPoster
847 DualNet: Continual Learning, Fast and Slow6.670.476, 7, 7PosterPoster
848 What Matters for Adversarial Imitation Learning?6.670.946, 6, 8PosterPoster
849 Representation Learning on Spatial Networks6.670.946, 6, 8PosterPoster
850 Privately Learning Mixtures of Axis-Aligned Gaussians6.670.476, 7, 7PosterPoster
851 Large Scale Learning on Non-Homophilous Graphs: New Benchmarks and Strong Simple Methods6.670.477, 7, 6PosterPoster
852 Towards mental time travel: a hierarchical memory for reinforcement learning agents6.670.946, 8, 6PosterPoster
853 Constrained Optimization to Train Neural Networks on Critical and Under-Represented Classes6.670.476, 7, 7PosterPoster
854 Object-aware Contrastive Learning for Debiased Scene Representation6.670.477, 7, 6PosterPoster
855 Factored Policy Gradients: Leveraging Structure for Efficient Learning in MOMDPs6.670.477, 7, 6PosterPoster
856 Differentially Private Stochastic Optimization: New Results in Convex and Non-Convex Settings6.670.477, 6, 7PosterSpotlight
857 Rethinking Calibration of Deep Neural Networks: Do Not Be Afraid of Overconfidence6.670.476, 7, 7PosterPoster
858 Curriculum Disentangled Recommendation with Noisy Multi-feedback6.671.258, 7, 5PosterPoster
859 Collaborative Uncertainty in Multi-Agent Trajectory Forecasting6.670.946, 8, 6PosterPoster
860 Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regularized Fine-Tuning6.670.946, 6, 8PosterPoster
861 A Faster Maximum Cardinality Matching Algorithm with Applications in Machine Learning6.670.477, 6, 7PosterPoster
862 The Effect of the Intrinsic Dimension on the Generalization of Quadratic Classifiers6.670.476, 7, 7PosterPoster
863 Deep Bandits Show-Off: Simple and Efficient Exploration with Deep Networks6.670.477, 6, 7PosterPoster
864 Active Assessment of Prediction Services as Accuracy Surface Over Attribute Combinations6.670.477, 7, 6PosterPoster
865 Streaming Linear System Identification with Reverse Experience Replay6.670.477, 6, 7PosterPoster
866 Loss function based second-order Jensen inequality and its application to particle variational inference6.670.476, 7, 7PosterPoster
867 Risk Bounds and Calibration for a Smart Predict-then-Optimize Method6.670.477, 7, 6PosterPoster
868 Provably efficient, succinct, and precise explanations6.670.477, 6, 7PosterPoster
869 Towards Understanding Why Lookahead Generalizes Better Than SGD and Beyond6.670.477, 7, 6PosterPoster
870 Perturbation Theory for the Information Bottleneck6.670.477, 6, 7PosterPoster
871 Adversarial Robustness of Streaming Algorithms through Importance Sampling6.670.477, 6, 7PosterPoster
872 Learning to Combine Per-Example Solutions for Neural Program Synthesis6.670.477, 7, 6PosterPoster
873 Scalable Online Planning via Reinforcement Learning Fine-Tuning6.670.477, 7, 6PosterPoster
874 Private and Non-private Uniformity Testing for Ranking Data6.670.477, 6, 7PosterPoster
875 Improved Regret Bounds for Tracking Experts with Memory6.670.477, 7, 6PosterPoster
876 Representing Hyperbolic Space Accurately using Multi-Component Floats6.670.477, 7, 6PosterPoster
877 Disrupting Deep Uncertainty Estimation Without Harming Accuracy6.670.477, 6, 7PosterSpotlight
878 On Margin-Based Cluster Recovery with Oracle Queries6.670.477, 6, 7PosterPoster
879 Self-Supervised Learning of Event-Based Optical Flow with Spiking Neural Networks6.671.709, 5, 6PosterPoster
880 UFC-BERT: Unifying Multi-Modal Controls for Conditional Image Synthesis6.670.476, 7, 7PosterPoster
881 Uncertainty-Driven Loss for Single Image Super-Resolution6.670.477, 7, 6PosterPoster
882 Robustifying Algorithms of Learning Latent Trees with Vector Variables6.671.255, 7, 8PosterPoster
883 Adversarially Robust Change Point Detection6.670.948, 6, 6PosterPoster
884 Heavy Ball Neural Ordinary Differential Equations6.670.477, 7, 6PosterPoster
885 The Elastic Lottery Ticket Hypothesis6.670.946, 8, 6PosterPoster
886 Spatial Ensemble: a Novel Model Smoothing Mechanism for Student-Teacher Framework6.670.946, 8, 6PosterPoster
887 Reverse-Complement Equivariant Networks for DNA Sequences6.670.477, 7, 6PosterPoster
888 On Effective Scheduling of Model-based Reinforcement Learning6.670.946, 6, 8PosterPoster
889 BCORLE( λ ): An Offline Reinforcement Learning and Evaluation Framework for Coupons Allocation in E-commerce Market6.670.946, 6, 8PosterPoster
890 Learning Graph Cellular Automata6.670.946, 6, 8PosterPoster
891 Accelerated Sparse Neural Training: A Provable and Efficient Method to Find N:M Transposable Masks6.670.946, 8, 6PosterPoster
892 Curriculum Offline Imitating Learning6.670.477, 6, 7PosterPoster
893 Towards Sample-Optimal Compressive Phase Retrieval with Sparse and Generative Priors6.670.477, 7, 6PosterPoster
894 Self-Supervised Bug Detection and Repair6.670.476, 7, 7PosterPoster
895 Subgraph Federated Learning with Missing Neighbor Generation6.670.946, 8, 6SpotlightSpotlight
896 Property-Aware Relation Networks for Few-Shot Molecular Property Prediction6.670.948, 6, 6SpotlightSpotlight
897 Uncertain Decisions Facilitate Better Preference Learning6.670.477, 6, 7SpotlightSpotlight
898 Lower and Upper Bounds on the Pseudo-Dimension of Tensor Network Models6.670.476, 7, 7SpotlightSpotlight
899 Generalized Depthwise-Separable Convolutions for Adversarially Robust and Efficient Neural Networks6.670.477, 6, 7SpotlightSpotlight
900 Learning with Holographic Reduced Representations6.670.477, 6, 7SpotlightPoster
901 Tensor Normal Training for Deep Learning Models6.670.477, 6, 7SpotlightSpotlight
902 Statistical Regeneration Guarantees of the Wasserstein Autoencoder with Latent Space Consistency6.670.477, 7, 6SpotlightSpotlight
903 Provably Faster Algorithms for Bilevel Optimization6.670.476, 7, 7SpotlightSpotlight
904 Exploration-Exploitation in Multi-Agent Competition: Convergence with Bounded Rationality6.670.946, 8, 6SpotlightSpotlight
905 Test-Time Classifier Adjustment Module for Model-Agnostic Domain Generalization6.670.476, 7, 7SpotlightSpotlight
906 Learning Interpretable Decision Rule Sets: A Submodular Optimization Approach6.670.477, 6, 7SpotlightSpotlight
907 On Inductive Biases for Heterogeneous Treatment Effect Estimation6.670.946, 6, 8SpotlightSpotlight
908 Coresets for Decision Trees of Signals6.670.477, 7, 6SpotlightPoster
909 Revisiting ResNets: Improved Training and Scaling Strategies6.670.948, 6, 6SpotlightSpotlight
910 Kernel Functional Optimisation6.601.365, 7, 5, 8, 8PosterPoster
911 Learnability of Linear Thresholds from Label Proportions6.600.807, 7, 7, 7, 5PosterPoster
912 Progressive Feature Interaction Search for Deep Sparse Network6.600.496, 7, 6, 7, 7PosterPoster
913 Mini-Batch Consistent Slot Set Encoder for Scalable Set Encoding6.600.806, 6, 7, 6, 8PosterPoster
914 Delayed Propagation Transformer: A Universal Computation Engine towards Practical Control in Cyber-Physical Systems6.601.025, 6, 7, 7, 8PosterPoster
915 Neural Analysis and Synthesis: Reconstructing Speech from Self-Supervised Representations6.600.496, 7, 7, 6, 7PosterPoster
916 ConE: Cone Embeddings for Multi-Hop Reasoning over Knowledge Graphs6.600.806, 6, 7, 6, 8PosterPoster
917 Entropic Desired Dynamics for Intrinsic Control6.600.497, 6, 6, 7, 7PosterPoster
918 Recurrent Submodular Welfare and Matroid Blocking Semi-Bandits6.600.806, 6, 7, 6, 8PosterPoster
919 Scaling Neural Tangent Kernels via Sketching and Random Features6.600.497, 6, 7, 7, 6PosterPoster
920 No-Press Diplomacy from Scratch6.600.807, 6, 8, 6, 6PosterPoster
921 Implicit Transformer Network for Screen Content Image Continuous Super-Resolution6.600.807, 7, 5, 7, 7PosterPoster
922 What training reveals about neural network complexity6.600.496, 7, 7, 7, 6PosterPoster
923 Accommodating Picky Customers: Regret Bound and Exploration Complexity for Multi-Objective Reinforcement Learning6.600.497, 6, 7, 7, 6PosterPoster
924 A Comprehensively Tight Analysis of Gradient Descent for PCA6.600.806, 6, 8, 7, 6PosterPoster
925 Distilling Meta Knowledge on Heterogeneous Graph for Illicit Drug Trafficker Detection on Social Media6.601.508, 8, 6, 7, 4PosterPoster
926 Variational Continual Bayesian Meta-Learning6.600.497, 6, 7, 6, 7PosterPoster
927 Optimal Underdamped Langevin MCMC Method6.571.057, 7, 7, 8, 5, 5, 7PosterPoster
928 Data driven semi-supervised learning6.501.668, 4, 6, 8OralOral
929 Adaptive wavelet distillation from neural networks through interpretations6.500.506, 7, 7, 6PosterPoster
930 Adaptive Risk Minimization: Learning to Adapt to Domain Shift6.500.506, 7, 6, 7PosterPoster
931 Functional Regularization for Reinforcement Learning via Learned Fourier Features6.500.507, 6, 6, 7PosterPoster
932 Multi-Step Budgeted Bayesian Optimization with Unknown Evaluation Costs6.500.506, 7, 7, 6PosterPoster
933 On the Representation Power of Set Pooling Networks6.500.766, 6, 6, 8, 6, 7PosterPoster
934 Attention Approximates Sparse Distributed Memory6.501.128, 6, 7, 5PosterPoster
935 Compositional Transformers for Scene Generation6.501.128, 5, 7, 6PosterPoster
936 SADGA: Structure-Aware Dual Graph Aggregation Network for Text-to-SQL6.500.506, 6, 7, 7PosterPoster
937 Functional Variational Inference based on Stochastic Process Generators6.500.506, 7, 6, 7PosterPoster
938 Emergent Communication under Varying Sizes and Connectivities6.500.507, 6, 6, 7PosterPoster
939 Stochastic optimization under time drift: iterate averaging, step-decay schedules, and high probability guarantees6.500.506, 7, 6, 7PosterPoster
940 Noether Networks: meta-learning useful conserved quantities6.500.877, 7, 7, 5PosterPoster
941 Baby Intuitions Benchmark (BIB): Discerning the goals, preferences, and actions of others6.500.507, 7, 6, 6PosterPoster
942 On Optimal Robustness to Adversarial Corruption in Online Decision Problems6.500.507, 6, 6, 7PosterPoster
943 A Kernel-based Test of Independence for Cluster-correlated Data6.500.506, 7, 7, 6PosterPoster
944 Adaptive First-Order Methods Revisited: Convex Minimization without Lipschitz Requirements6.501.126, 7, 5, 8PosterPoster
945 Improving black-box optimization in VAE latent space using decoder uncertainty6.500.507, 7, 6, 6PosterPoster
946 Can Less be More? When Increasing-to-Balancing Label Noise Rates Considered Beneficial6.500.506, 7, 6, 7PosterPoster
947 Rebounding Bandits for Modeling Satiation Effects6.500.506, 6, 7, 7PosterPoster
948 VigDet: Knowledge Informed Neural Temporal Point Process for Coordination Detection on Social Media6.500.877, 7, 7, 5PosterPoster
949 Debiased Visual Question Answering from Feature and Sample Perspectives6.500.506, 7, 7, 6PosterPoster
950 PortaSpeech: Portable and High-Quality Generative Text-to-Speech6.500.506, 7, 6, 7PosterPoster
951 Better Safe Than Sorry: Preventing Delusive Adversaries with Adversarial Training6.501.126, 7, 8, 5PosterPoster
952 Unsupervised Foreground Extraction via Deep Region Competition6.500.506, 7, 7, 6PosterPoster
953 CANITA: Faster Rates for Distributed Convex Optimization with Communication Compression6.500.506, 6, 7, 7PosterPoster
954 Dynamic Resolution Network6.500.507, 6, 7, 6PosterPoster
955 Model Selection for Bayesian Autoencoders6.501.666, 8, 4, 8PosterPoster
956 Small random initialization is akin to spectral learning: Optimization and generalization guarantees for overparameterized low-rank matrix reconstruction6.500.506, 6, 7, 7PosterPoster
957 Domain Adaptation with Invariant Representation Learning: What Transformations to Learn?6.500.876, 6, 8, 6PosterPoster
958 Perturb-and-max-product: Sampling and learning in discrete energy-based models6.500.507, 6, 6, 7PosterPoster
959 Deep Jump Learning for Off-Policy Evaluation in Continuous Treatment Settings6.500.506, 7, 6, 7PosterPoster
960 A self consistent theory of Gaussian Processes captures feature learning effects in finite CNNs6.500.506, 6, 7, 7PosterPoster
961 Fair Scheduling for Time-dependent Resources6.501.507, 8, 4, 7PosterPoster
962 Explainable Semantic Space by Grounding Language to Vision with Cross-Modal Contrastive Learning6.500.875, 7, 7, 7PosterPoster
963 Generalization Bounds for Graph Embedding Using Negative Sampling: Linear vs Hyperbolic6.500.877, 7, 5, 7PosterPoster
964 Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph Embedding6.500.507, 6, 7, 6PosterPoster
965 Towards Stable and Robust AdderNets6.500.506, 7, 6, 7PosterPoster
966 Recursive Bayesian Networks: Generalising and Unifying Probabilistic Context-Free Grammars and Dynamic Bayesian Networks6.501.125, 6, 8, 7PosterSpotlight
967 Three Operator Splitting with Subgradients, Stochastic Gradients, and Adaptive Learning Rates6.500.507, 7, 6, 6PosterPoster
968 Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting6.500.506, 7, 7, 6PosterPoster
969 Self-Adaptable Point Processes with Nonparametric Time Decays6.500.878, 6, 6, 6PosterPoster
970 Improving Robustness using Generated Data6.500.506, 6, 7, 7PosterPoster
971 Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations6.500.506, 7, 6, 7PosterPoster
972 Characterizing the risk of fairwashing6.500.507, 6, 7, 6PosterPoster
973 Fast Pure Exploration via Frank-Wolfe6.500.507, 7, 6, 6PosterPoster
974 Rebooting ACGAN: Auxiliary Classifier GANs with Stable Training6.500.507, 6, 6, 7PosterPoster
975 Projected GANs Converge Faster6.500.877, 7, 5, 7PosterPoster
976 Pseudo-Spherical Contrastive Divergence6.500.507, 6, 7, 6PosterPoster
977 Fast Extra Gradient Methods for Smooth Structured Nonconvex-Nonconcave Minimax Problems6.500.877, 7, 5, 7PosterPoster
978 Choose a Transformer: Fourier or Galerkin6.500.507, 7, 6, 6PosterPoster
979 Fair Classification with Adversarial Perturbations6.500.506, 7, 6, 7PosterPoster
980 Detecting and Adapting to Irregular Distribution Shifts in Bayesian Online Learning6.501.507, 4, 7, 8PosterPoster
981 Probabilistic Entity Representation Model for Reasoning over Knowledge Graphs6.500.507, 6, 6, 7PosterPoster
982 Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones6.500.877, 7, 5, 7PosterPoster
983 Mastering Atari Games with Limited Data6.500.875, 7, 7, 7PosterPoster
984 Symbolic Regression via Deep Reinforcement Learning Enhanced Genetic Programming Seeding6.501.506, 9, 5, 6PosterPoster
985 Joint Inference for Neural Network Depth and Dropout Regularization6.500.506, 6, 7, 7PosterPoster
986 Adversarial Robustness with Non-uniform Perturbations6.500.507, 6, 6, 6, 7, 7PosterPoster
987 VoiceMixer: Adversarial Voice Style Mixup6.500.877, 7, 5, 7PosterPoster
988 Shifted Chunk Transformer for Spatio-Temporal Representational Learning6.500.876, 8, 6, 6PosterPoster
989 Machine versus Human Attention in Deep Reinforcement Learning Tasks6.500.875, 7, 7, 7PosterPoster
990 Approximate Decomposable Submodular Function Minimization for Cardinality-Based Components6.500.507, 6, 7, 6PosterPoster
991 Convolutional Normalization: Improving Deep Convolutional Network Robustness and Training6.500.507, 7, 6, 6PosterPoster
992 Online Robust Reinforcement Learning with Model Uncertainty6.500.507, 6, 6, 7PosterPoster
993 Learning to Predict Trustworthiness with Steep Slope Loss6.501.125, 8, 6, 7PosterPoster
994 Privately Learning Subspaces6.501.125, 8, 6, 7PosterPoster
995 Average-Reward Learning and Planning with Options6.500.876, 6, 8, 6PosterPoster
996 SIMILAR: Submodular Information Measures Based Active Learning In Realistic Scenarios6.500.506, 6, 7, 7PosterPoster
997 ErrorCompensatedX: error compensation for variance reduced algorithms6.500.507, 7, 6, 6PosterPoster
998 Do Vision Transformers See Like Convolutional Neural Networks?6.500.506, 7, 6, 7PosterSpotlight
999 Beta-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Neural Network Robustness Verification6.500.506, 7, 7, 6PosterPoster
1000 GradInit: Learning to Initialize Neural Networks for Stable and Efficient Training6.500.507, 6, 6, 7PosterPoster
1001 Diversity Matters When Learning From Ensembles6.500.877, 7, 5, 7PosterPoster
1002 Generalization Bounds for Meta-Learning via PAC-Bayes and Uniform Stability6.500.507, 6, 6, 7PosterPoster
1003 Duplex Sequence-to-Sequence Learning for Reversible Machine Translation6.500.507, 7, 6, 6PosterPoster
1004 HSVA: Hierarchical Semantic-Visual Adaptation for Zero-Shot Learning6.500.507, 6, 6, 7PosterPoster
1005 Stochastic Solutions for Linear Inverse Problems using the Prior Implicit in a Denoiser6.500.506, 7, 6, 7PosterPoster
1006 D2C: Diffusion-Decoding Models for Few-Shot Conditional Generation6.500.507, 7, 6, 6PosterPoster
1007 A/B Testing for Recommender Systems in a Two-sided Marketplace6.501.127, 5, 8, 6PosterPoster
1008 Fast Certified Robust Training with Short Warmup6.500.507, 6, 7, 6PosterPoster
1009 Coupled Gradient Estimators for Discrete Latent Variables6.500.507, 6, 7, 6PosterPoster
1010 Sparse Flows: Pruning Continuous-depth Models6.500.506, 7, 7, 6PosterPoster
1011 SGD: The Role of Implicit Regularization, Batch-size and Multiple-epochs6.500.506, 7, 6, 7PosterPoster
1012 Mitigating Covariate Shift in Imitation Learning via Offline Data With Partial Coverage6.500.507, 7, 6, 6PosterPoster
1013 Margin-Independent Online Multiclass Learning via Convex Geometry6.500.877, 5, 7, 7PosterPoster
1014 Online learning in MDPs with linear function approximation and bandit feedback.6.500.506, 7, 7, 6PosterPoster
1015 Capacity and Bias of Learned Geometric Embeddings for Directed Graphs6.500.506, 7, 7, 6PosterPoster
1016 LEADS: Learning Dynamical Systems that Generalize Across Environments6.500.507, 6, 6, 7PosterPoster
1017 Dynamic Visual Reasoning by Learning Differentiable Physics Models from Video and Language6.500.507, 6, 7, 6PosterPoster
1018 Generalization Bounds for (Wasserstein) Robust Optimization6.501.809, 6, 4, 7PosterPoster
1019 Spatial-Temporal Super-Resolution of Satellite Imagery via Conditional Pixel Synthesis6.501.128, 5, 6, 7PosterPoster
1020 Causal Inference for Event Pairs in Multivariate Point Processes6.501.128, 6, 7, 5PosterPoster
1021 BooVAE: Boosting Approach for Continual Learning of VAE6.500.876, 6, 8, 6PosterPoster
1022 Risk-Aware Transfer in Reinforcement Learning using Successor Features6.500.507, 6, 7, 6PosterPoster
1023 Dynamics-regulated kinematic policy for egocentric pose estimation6.500.506, 7, 6, 7PosterPoster
1024 Panoptic 3D Scene Reconstruction From a Single RGB Image6.500.876, 8, 6, 6PosterPoster
1025 Revisiting Model Stitching to Compare Neural Representations6.500.875, 7, 7, 7PosterPoster
1026 Can fMRI reveal the representation of syntactic structure in the brain?6.500.506, 7, 7, 6PosterPoster
1027 Teachable Reinforcement Learning via Advice Distillation6.500.507, 6, 7, 6PosterPoster
1028 Fairness in Ranking under Uncertainty6.500.507, 7, 6, 6PosterPoster
1029 Reverse engineering learned optimizers reveals known and novel mechanisms6.500.506, 6, 7, 7PosterPoster
1030 A Gang of Adversarial Bandits6.500.507, 7, 6, 6PosterPoster
1031 Implicit Sparse Regularization: The Impact of Depth and Early Stopping6.500.507, 6, 7, 6PosterPoster
1032 An Improved Analysis and Rates for Variance Reduction under Without-replacement Sampling Orders6.500.507, 6, 6, 7PosterPoster
1033 Reinforcement Learning with State Observation Costs in Action-Contingent Noiselessly Observable Markov Decision Processes6.500.507, 6, 6, 7PosterPoster
1034 Off-Policy Risk Assessment in Contextual Bandits6.501.127, 8, 5, 6PosterPoster
1035 Learning Models for Actionable Recourse6.500.507, 7, 6, 6PosterPoster
1036 Latent Matters: Learning Deep State-Space Models6.500.507, 7, 6, 6PosterPoster
1037 Distributed Estimation with Multiple Samples per User: Sharp Rates and Phase Transition6.500.507, 6, 6, 7PosterPoster
1038 Multiclass Boosting and the Cost of Weak Learning6.500.877, 7, 5, 7PosterPoster
1039 An Online Riemannian PCA for Stochastic Canonical Correlation Analysis6.500.507, 6, 6, 7PosterPoster
1040 Overlapping Spaces for Compact Graph Representations6.500.877, 5, 7, 7PosterPoster
1041 Regret Bounds for Gaussian-Process Optimization in Large Domains6.500.506, 7, 7, 6PosterPoster
1042 Taming Communication and Sample Complexities in Decentralized Policy Evaluation for Cooperative Multi-Agent Reinforcement Learning6.500.875, 7, 7, 7PosterPoster
1043 Understanding End-to-End Model-Based Reinforcement Learning Methods as Implicit Parameterization6.500.506, 6, 7, 7PosterPoster
1044 Robust Deep Reinforcement Learning through Adversarial Loss6.502.187, 7, 9, 3PosterPoster
1045 Rethinking Graph Transformers with Spectral Attention6.500.876, 8, 6, 6PosterPoster
1046 Leveraging Recursive Gumbel-Max Trick for Approximate Inference in Combinatorial Spaces6.500.506, 7, 7, 6PosterPoster
1047 Sifting through the noise: Universal first-order methods for stochastic variational inequalities6.500.507, 7, 6, 6PosterPoster
1048 Causal Abstractions of Neural Networks6.500.507, 7, 6, 6PosterPoster
1049 A Causal Lens for Controllable Text Generation6.500.506, 7, 6, 7PosterPoster
1050 The effectiveness of feature attribution methods and its correlation with automatic evaluation scores6.500.507, 7, 6, 6PosterPoster
1051 Sparse is Enough in Scaling Transformers6.501.126, 8, 5, 7PosterPoster
1052 On the Periodic Behavior of Neural Network Training with Batch Normalization and Weight Decay6.500.877, 5, 7, 7PosterPoster
1053 Neural Dubber: Dubbing for Videos According to Scripts6.500.507, 7, 6, 6PosterPoster
1054 Densely connected normalizing flows6.500.506, 6, 7, 7PosterPoster
1055 Catalytic Role Of Noise And Necessity Of Inductive Biases In The Emergence Of Compositional Communication6.500.506, 7, 7, 6PosterPoster
1056 Renyi Differential Privacy of The Subsampled Shuffle Model In Distributed Learning6.500.507, 6, 7, 6PosterPoster
1057 Policy Finetuning: Bridging Sample-Efficient Offline and Online Reinforcement Learning6.500.506, 7, 6, 7PosterPoster
1058 Strategic Behavior is Bliss: Iterative Voting Improves Social Welfare6.500.507, 6, 7, 6PosterPoster
1059 Adaptive Machine Unlearning6.500.506, 6, 7, 7PosterPoster
1060 Bandit Learning with Delayed Impact of Actions6.500.507, 7, 6, 6PosterPoster
1061 A Continuous Mapping For Augmentation Design6.501.504, 7, 8, 7PosterPoster
1062 Deep Networks Provably Classify Data on Curves6.501.668, 6, 4, 8PosterPoster
1063 Deep Networks Provably Classify Data on Curves6.500.506, 7, 6, 7PosterPoster
1064 Pointwise Bounds for Distribution Estimation under Communication Constraints6.500.876, 6, 8, 6PosterPoster
1065 Online Facility Location with Multiple Advice6.501.125, 6, 7, 8PosterPoster
1066 Nested Variational Inference6.500.507, 7, 6, 6PosterPoster
1067 T-LoHo: A Bayesian Regularization Model for Structured Sparsity and Smoothness on Graphs6.500.507, 6, 6, 7PosterPoster
1068 RETRIEVE: Coreset Selection for Efficient and Robust Semi-Supervised Learning6.500.506, 7, 7, 6PosterPoster
1069 A novel notion of barycenter for probability distributions based on optimal weak mass transport6.500.506, 7, 7, 6PosterPoster
1070 Neural Trees for Learning on Graphs6.501.504, 8, 7, 7PosterPoster
1071 Aligning Silhouette Topology for Self-Adaptive 3D Human Pose Recovery6.500.506, 7, 6, 7PosterPoster
1072 Towards Optimal Strategies for Training Self-Driving Perception Models in Simulation6.500.875, 7, 7, 7PosterPoster
1073 Consistency Regularization for Variational Auto-Encoders6.500.507, 6, 7, 6PosterPoster
1074 Low-dimensional Structure in the Space of Language Representations is Reflected in Brain Responses6.500.507, 7, 6, 6PosterPoster
1075 Policy Optimization in Adversarial MDPs: Improved Exploration via Dilated Bonuses6.500.507, 6, 7, 6PosterPoster
1076 Two Sides of Meta-Learning Evaluation: In vs. Out of Distribution6.500.506, 7, 6, 7PosterPoster
1077 Clockwork Variational Autoencoders6.500.507, 6, 7, 6PosterPoster
1078 An Empirical Investigation of Domain Generalization with Empirical Risk Minimizers6.500.507, 6, 7, 6PosterPoster
1079 PTR: A Benchmark for Part-based Conceptual, Relational, and Physical Reasoning6.500.506, 6, 7, 7PosterPoster
1080 On sensitivity of meta-learning to support data6.500.506, 6, 7, 7PosterPoster
1081 Fast Approximation of the Sliced-Wasserstein Distance Using Concentration of Random Projections6.500.507, 6, 7, 6PosterPoster
1082 Submodular + Concave6.500.507, 7, 6, 6PosterPoster
1083 A first-order primal-dual method with adaptivity to local smoothness6.500.507, 6, 7, 6PosterPoster
1084 The Skellam Mechanism for Differentially Private Federated Learning6.500.506, 6, 7, 7PosterPoster
1085 Deep Proxy Causal Learning and its Application to Confounded Bandit Policy Evaluation6.500.507, 6, 6, 7PosterPoster
1086 Encoding Robustness to Image Style via Adversarial Feature Perturbations6.500.506, 6, 7, 7PosterPoster
1087 Designing Counterfactual Generators using Deep Model Inversion6.500.875, 7, 7, 7PosterPoster
1088 Logarithmic Regret from Sublinear Hints6.500.506, 6, 7, 7PosterPoster
1089 Reliable Post hoc Explanations: Modeling Uncertainty in Explainability6.502.068, 8, 3, 7PosterPoster
1090 Instance-Conditional Knowledge Distillation for Object Detection6.500.507, 7, 6, 6PosterPoster
1091 Implicit MLE: Backpropagating Through Discrete Exponential Family Distributions6.500.876, 6, 8, 6PosterPoster
1092 Human-Adversarial Visual Question Answering6.500.876, 6, 8, 6PosterPoster
1093 End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering6.500.876, 6, 6, 8PosterPoster
1094 Controlled Text Generation as Continuous Optimization with Multiple Constraints6.500.506, 6, 7, 7PosterPoster
1095 Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble6.501.128, 7, 5, 6PosterPoster
1096 Active Offline Policy Selection6.500.877, 7, 5, 7PosterPoster
1097 Counterbalancing Learning and Strategic Incentives in Allocation Markets6.500.506, 7, 6, 7PosterPoster
1098 ParK: Sound and Efficient Kernel Ridge Regression by Feature Space Partitions6.500.506, 6, 7, 7PosterPoster
1099 Understanding Bandits with Graph Feedback6.500.507, 6, 7, 6PosterPoster
1100 Pay Attention to MLPs6.500.876, 6, 8, 6PosterPoster
1101 Multi-Agent Reinforcement Learning in Stochastic Networked Systems6.500.507, 6, 6, 7PosterPoster
1102 Unsupervised Object-Based Transition Models For 3D Partially Observable Environments6.500.965, 7, 8, 6, 6, 7PosterPoster
1103 Learning latent causal graphs via mixture oracles6.500.507, 6, 7, 6PosterPoster
1104 Locality Sensitive Teaching6.500.876, 8, 6, 6PosterPoster
1105 Laplace Redux - Effortless Bayesian Deep Learning6.500.506, 6, 7, 7PosterPoster
1106 Explicable Reward Design for Reinforcement Learning Agents6.500.507, 6, 7, 6PosterPoster
1107 Prior-independent Dynamic Auctions for a Value-maximizing Buyer6.500.507, 7, 6, 6PosterPoster
1108 Robust Implicit Networks via Non-Euclidean Contractions6.500.507, 6, 6, 7PosterPoster
1109 Adversarial Neuron Pruning Purifies Backdoored Deep Models6.500.506, 7, 7, 6PosterPoster
1110 Dynamic Causal Bayesian Optimization6.500.507, 7, 6, 6PosterPoster
1111 CentripetalText: An Efficient Text Instance Representation for Scene Text Detection6.500.876, 6, 6, 8PosterPoster
1112 Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains6.500.507, 6, 6, 7PosterPoster
1113 Computer-Aided Design as Language6.500.507, 6, 6, 7PosterPoster
1114 Fast Algorithms for L∞ -constrained S-rectangular Robust MDPs6.501.126, 7, 5, 8PosterPoster
1115 Hierarchical Clustering: O(1) -Approximation for Well-Clustered Graphs6.500.875, 7, 7, 7PosterPoster
1116 Storchastic: A Framework for General Stochastic Automatic Differentiation6.500.876, 6, 8, 6PosterPoster
1117 Minimizing Polarization and Disagreement in Social Networks via Link Recommendation6.500.507, 6, 7, 6PosterPoster
1118 Shape Registration in the Time of Transformers6.500.506, 7, 7, 6PosterPoster
1119 A Regression Approach to Learning-Augmented Online Algorithms6.500.506, 7, 7, 6PosterPoster
1120 Extracting Deformation-Aware Local Features by Learning to Deform6.500.875, 7, 7, 7PosterPoster
1121 Goal-Aware Cross-Entropy for Multi-Target Reinforcement Learning6.500.507, 7, 6, 6PosterPoster
1122 Learning to Simulate Self-driven Particles System with Coordinated Policy Optimization6.501.508, 7, 4, 7PosterPoster
1123 Skyformer: Remodel Self-Attention with Gaussian Kernel and Nystr'om Method6.501.265, 6, 9, 6, 6, 7PosterPoster
1124 Automatic Data Augmentation for Generalization in Reinforcement Learning6.500.877, 5, 7, 7PosterPoster
1125 Post-processing for Individual Fairness6.500.506, 6, 7, 7PosterPoster
1126 Sampling with Trusthworthy Constraints: A Variational Gradient Framework6.500.878, 6, 6, 6PosterPoster
1127 Deep Learning on a Data Diet: Finding Important Examples Early in Training6.500.878, 6, 6, 6PosterPoster
1128 Challenges and Opportunities in High Dimensional Variational Inference6.500.507, 7, 6, 6PosterPoster
1129 On the Expected Complexity of Maxout Networks6.500.506, 7, 7, 6PosterPoster
1130 Sageflow: Robust Federated Learning against Both Stragglers and Adversaries6.500.507, 6, 7, 6PosterPoster
1131 Fine-grained Generalization Analysis of Inductive Matrix Completion6.500.507, 6, 7, 6PosterPoster
1132 Regret Minimization Experience Replay in Off-Policy Reinforcement Learning6.502.298, 9, 3, 6PosterPoster
1133 Circa: Stochastic ReLUs for Private Deep Learning6.500.506, 6, 7, 7PosterPoster
1134 Learning and Generalization in RNNs6.501.126, 8, 5, 7PosterPoster
1135 Learning State Representations from Random Deep Action-conditional Predictions6.500.506, 7, 7, 6PosterPoster
1136 Compacter: Efficient Low-Rank Hypercomplex Adapter Layers6.501.509, 6, 5, 6PosterPoster
1137 Practical Large-Scale Linear Programming using Primal-Dual Hybrid Gradient6.501.125, 8, 7, 6PosterPoster
1138 On Provable Benefits of Depth in Training Graph Convolutional Networks6.500.875, 7, 7, 7PosterPoster
1139 Differentiable Learning Under Triage6.500.507, 7, 6, 6PosterPoster
1140 NEO: Non Equilibrium Sampling on the Orbits of a Deterministic Transform6.500.507, 6, 7, 6PosterPoster
1141 MAP Propagation Algorithm: Faster Learning with a Team of Reinforcement Learning Agents6.500.875, 7, 7, 7PosterPoster
1142 PatchGame: Learning to Signal Mid-level Patches in Referential Games6.500.507, 7, 6, 6PosterPoster
1143 Ising Model Selection Using ℓ1 -Regularized Linear Regression: A Statistical Mechanics Analysis6.501.128, 7, 5, 7, 7, 5PosterPoster
1144 Active 3D Shape Reconstruction from Vision and Touch6.501.125, 8, 7, 6PosterPoster
1145 Accumulative Poisoning Attacks on Real-time Data6.500.506, 7, 6, 7PosterPoster
1146 Searching Parameterized AP Loss for Object Detection6.500.507, 6, 6, 7PosterPoster
1147 De-randomizing MCMC dynamics with the diffusion Stein operator6.500.877, 7, 7, 5PosterPoster
1148 LeadCache : Regret-Optimal Caching in Networks6.501.128, 5, 7, 6PosterPoster
1149 GraphFormers: GNN-nested Transformers for Representation Learning on Textual Graph6.500.506, 7, 6, 7PosterPoster
1150 Credal Self-Supervised Learning6.500.507, 7, 6, 6PosterPoster
1151 Relative stability toward diffeomorphisms indicates performance in deep nets6.500.507, 6, 6, 7PosterPoster
1152 RMM: Reinforced Memory Management for Class-Incremental Learning6.500.506, 7, 6, 7PosterPoster
1153 Well-tuned Simple Nets Excel on Tabular Datasets6.500.506, 7, 6, 7PosterPoster
1154 A 3D Generative Model for Structure-Based Drug Design6.500.507, 7, 6, 6PosterPoster
1155 ReLU Regression with Massart Noise6.500.507, 6, 7, 6PosterPoster
1156 Understanding and Improving Early Stopping for Learning with Noisy Labels6.500.506, 7, 7, 6PosterPoster
1157 Learning-Augmented Dynamic Power Management with Multiple States via New Ski Rental Bounds6.500.507, 7, 6, 6PosterPoster
1158 Lifelong Domain Adaptation via Consolidated Internal Distribution6.500.877, 5, 7, 7PosterPoster
1159 Efficient Combination of Rematerialization and Offloading for Training DNNs6.500.506, 7, 7, 6PosterPoster
1160 Matrix factorisation and the interpretation of geodesic distance6.500.506, 7, 7, 6PosterPoster
1161 Few-Shot Object Detection via Association and DIscrimination6.500.876, 6, 8, 6PosterPoster
1162 Weisfeiler and Lehman Go Cellular: CW Networks6.501.668, 4, 6, 8PosterPoster
1163 A Theory of the Distortion-Perception Tradeoff in Wasserstein Space6.501.125, 8, 7, 6PosterPoster
1164 Risk-Averse Bayes-Adaptive Reinforcement Learning6.500.506, 7, 7, 6PosterPoster
1165 The Implicit Bias of Minima Stability: A View from Function Space6.500.507, 6, 7, 6PosterPoster
1166 Regime Switching Bandits6.500.506, 7, 6, 7PosterPoster
1167 On Riemannian Optimization over Positive Definite Matrices with the Bures-Wasserstein Geometry6.500.876, 6, 6, 8PosterPoster
1168 Stylized Dialogue Generation with Multi-Pass Dual Learning6.500.507, 6, 7, 6PosterPoster
1169 Adaptive Data Augmentation on Temporal Graphs6.500.877, 7, 7, 5PosterPoster
1170 Approximating the Permanent with Deep Rejection Sampling6.501.506, 6, 9, 5PosterPoster
1171 Diversity Enhanced Active Learning with Strictly Proper Scoring Rules6.500.507, 7, 6, 6PosterPoster
1172 Evaluating State-of-the-Art Classification Models Against Bayes Optimality6.500.877, 7, 5, 7PosterPoster
1173 An Even More Optimal Stochastic Optimization Algorithm: Minibatching and Interpolation Learning6.500.507, 6, 7, 6PosterPoster
1174 Learning rule influences recurrent network representations but not attractor structure in decision-making tasks6.501.127, 6, 8, 5PosterPoster
1175 Truncated Marginal Neural Ratio Estimation6.500.507, 7, 6, 6PosterPoster
1176 A Contrastive Learning Approach for Training Variational Autoencoder Priors6.500.507, 6, 6, 7PosterPoster
1177 Predicting Molecular Conformation via Dynamic Graph Score Matching6.500.506, 7, 6, 7PosterPoster
1178 Sample-Efficient Learning of Stackelberg Equilibria in General-Sum Games6.500.876, 8, 6, 6PosterPoster
1179 Differentially Private n-gram Extraction6.500.506, 6, 7, 7PosterPoster
1180 Multi-Armed Bandits with Bounded Arm-Memory: Near-Optimal Guarantees for Best-Arm Identification and Regret Minimization6.501.125, 6, 7, 8PosterPoster
1181 G-PATE: Scalable Differentially Private Data Generator via Private Aggregation of Teacher Discriminators6.500.506, 7, 6, 7PosterPoster
1182 Learning to Ground Multi-Agent Communication with Autoencoders6.500.507, 7, 6, 6PosterPoster
1183 Local Hyper-Flow Diffusion6.501.127, 5, 8, 6PosterPoster
1184 Bayesian Adaptation for Covariate Shift6.500.507, 7, 6, 6PosterPoster
1185 Complexity Lower Bounds for Nonconvex-Strongly-Concave Min-Max Optimization6.500.506, 6, 7, 7PosterPoster
1186 A Biased Graph Neural Network Sampler with Near-Optimal Regret6.500.506, 6, 7, 7PosterPoster
1187 Dynamic Trace Estimation6.500.507, 7, 6, 6PosterPoster
1188 Gradient Starvation: A Learning Proclivity in Neural Networks6.500.507, 6, 6, 7PosterPoster
1189 Out-of-Distribution Generalization in Kernel Regression6.500.507, 7, 6, 6PosterPoster
1190 Understanding Interlocking Dynamics of Cooperative Rationalization6.501.126, 8, 7, 5PosterPoster
1191 Generalized Proximal Policy Optimization with Sample Reuse6.500.506, 7, 7, 6PosterPoster
1192 Federated Reconstruction: Partially Local Federated Learning6.500.507, 6, 7, 6PosterPoster
1193 NxMTransformer: Semi-Structured Sparsification for Natural Language Understanding via ADMM6.500.507, 7, 6, 6PosterPoster
1194 Understanding Adaptive, Multiscale Temporal Integration In Deep Speech Recognition Systems6.500.506, 7, 6, 7PosterPoster
1195 Tighter Expected Generalization Error Bounds via Wasserstein Distance6.500.507, 6, 6, 7PosterPoster
1196 Statistical Inference with M-Estimators on Adaptively Collected Data6.500.507, 6, 7, 6PosterPoster
1197 Relaxed Marginal Consistency for Differentially Private Query Answering6.500.507, 7, 6, 6PosterPoster
1198 Neural View Synthesis and Matching for Semi-Supervised Few-Shot Learning of 3D Pose6.501.507, 7, 4, 8PosterPoster
1199 Private and Non-private Uniformity Testing for Ranking Data6.500.506, 6, 7, 7PosterPoster
1200 Learning in Non-Cooperative Configurable Markov Decision Processes6.500.507, 6, 6, 7PosterPoster
1201 Learning Riemannian metric for disease progression modeling6.500.506, 6, 7, 7PosterPoster
1202 Optimal Order Simple Regret for Gaussian Process Bandits6.500.875, 7, 7, 7PosterPoster
1203 Optimal Rates for Nonparametric Density Estimation under Communication Constraints6.500.506, 7, 7, 6PosterPoster
1204 A Critical Look at the Consistency of Causal Estimation with Deep Latent Variable Models6.500.876, 6, 8, 6PosterPoster
1205 Meta Internal Learning6.500.507, 7, 6, 6PosterPoster
1206 Learning to Time-Decode in Spiking Neural Networks Through the Information Bottleneck6.501.127, 8, 6, 5PosterPoster
1207 Neural Tangent Kernel Maximum Mean Discrepancy6.500.507, 6, 6, 7PosterPoster
1208 Time Discretization-Invariant Safe Action Repetition for Policy Gradient Methods6.500.506, 7, 7, 6PosterPoster
1209 DOBF: A Deobfuscation Pre-Training Objective for Programming Languages6.501.125, 8, 6, 7PosterPoster
1210 Beyond Bandit Feedback in Online Multiclass Classification6.500.506, 7, 7, 6PosterPoster
1211 Mixed Supervised Object Detection by Transferring Mask Prior and Semantic Similarity6.500.506, 7, 6, 7PosterPoster
1212 Dynamic Bottleneck for Robust Self-Supervised Exploration6.500.878, 6, 6, 6PosterPoster
1213 Task-Agnostic Undesirable Feature Deactivation Using Out-of-Distribution Data6.500.507, 6, 6, 7PosterPoster
1214 To The Point: Correspondence-driven monocular 3D category reconstruction6.500.876, 6, 6, 8PosterPoster
1215 Improve Agents without Retraining: Parallel Tree Search with Off-Policy Correction6.500.506, 6, 7, 7PosterPoster
1216 Do Wider Neural Networks Really Help Adversarial Robustness?6.500.875, 7, 7, 7PosterPoster
1217 An Image is Worth More Than a Thousand Words: Towards Disentanglement in The Wild6.500.876, 8, 6, 6PosterPoster
1218 BlendGAN: Implicitly GAN Blending for Arbitrary Stylized Face Generation6.500.507, 6, 7, 6PosterPoster
1219 ReSSL: Relational Self-Supervised Learning with Weak Augmentation6.500.506, 6, 7, 7PosterPoster
1220 Dynamic influence maximization6.501.125, 8, 6, 7PosterPoster
1221 Equivariant Manifold Flows6.501.125, 7, 8, 6PosterPoster
1222 Model-Based Episodic Memory Induces Dynamic Hybrid Controls6.500.507, 6, 6, 7PosterPoster
1223 Analyzing the Confidentiality of Undistillable Teachers in Knowledge Distillation6.500.506, 6, 7, 7PosterPoster
1224 Adversarially Robust Change Point Detection6.501.507, 7, 4, 8PosterPoster
1225 Understanding Deflation Process in Over-parametrized Tensor Decomposition6.500.877, 7, 5, 7PosterPoster
1226 Learning to Execute: Efficient Learning of Universal Plan-Conditioned Policies in Robotics6.500.507, 6, 6, 7PosterPoster
1227 EvoGrad: Efficient Gradient-Based Meta-Learning and Hyperparameter Optimization6.500.876, 8, 6, 6PosterPoster
1228 Automatic Unsupervised Outlier Model Selection6.500.506, 7, 7, 6PosterPoster
1229 Compositional Modeling of Nonlinear Dynamical Systems with ODE-based Random Features6.500.506, 6, 7, 7PosterPoster
1230 On the Convergence of Step Decay Step-Size for Stochastic Optimization6.500.875, 7, 7, 7PosterPoster
1231 Contrastively Disentangled Sequential Variational Autoencoder6.500.507, 6, 6, 7PosterPoster
1232 NeuroLKH: Combining Deep Learning Model with Lin-Kernighan-Helsgaun Heuristic for Solving the Traveling Salesman Problem6.500.506, 7, 7, 6PosterPoster
1233 Linear-Time Probabilistic Solution of Boundary Value Problems6.500.876, 6, 6, 8PosterPoster
1234 Argmax Flows and Multinomial Diffusion: Learning Categorical Distributions6.500.877, 7, 5, 7PosterPoster
1235 Supervising the Transfer of Reasoning Patterns in VQA6.500.875, 7, 7, 7PosterPoster
1236 Deep Molecular Representation Learning via Fusing Physical and Chemical Information6.501.125, 6, 8, 7PosterPoster
1237 Distilling Object Detectors with Feature Richness6.500.507, 6, 7, 6PosterPoster
1238 How can classical multidimensional scaling go wrong?6.500.506, 7, 6, 7PosterPoster
1239 Evaluation of Human-AI Teams for Learned and Rule-Based Agents in Hanabi6.500.507, 6, 6, 7PosterPoster
1240 When Are Solutions Connected in Deep Networks?6.500.507, 7, 6, 6PosterPoster
1241 A Hierarchical Reinforcement Learning Based Optimization Framework for Large-scale Dynamic Pickup and Delivery Problems6.500.507, 7, 6, 6PosterPoster
1242 Matching a Desired Causal State via Shift Interventions6.500.506, 7, 7, 6PosterPoster
1243 Ensembling Graph Predictions for AMR Parsing6.500.507, 6, 7, 6PosterPoster
1244 IRM---when it works and when it doesn't: A test case of natural language inference6.501.125, 8, 7, 6PosterPoster
1245 Morié Attack (MA): A New Potential Risk of Screen Photos6.501.127, 5, 6, 8PosterPoster
1246 The Limits of Optimal Pricing in the Dark6.501.126, 8, 7, 5PosterPoster
1247 Joint Modeling of Visual Objects and Relations for Scene Graph Generation6.500.507, 6, 6, 7PosterPoster
1248 Learning Stochastic Majority Votes by Minimizing a PAC-Bayes Generalization Bound6.500.877, 5, 7, 7PosterPoster
1249 Large-Scale Learning with Fourier Features and Tensor Decompositions6.500.876, 8, 6, 6PosterPoster
1250 Pay Better Attention to Attention: Head Selection in Multilingual and Multi-Domain Sequence Modeling6.500.507, 7, 6, 6PosterPoster
1251 Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation6.500.506, 7, 6, 7PosterPoster
1252 Sample-Efficient Reinforcement Learning Is Feasible for Linearly Realizable MDPs with Limited Revisiting6.500.507, 7, 6, 6PosterPoster
1253 To Beam Or Not To Beam: That is a Question of Cooperation for Language GANs6.500.507, 7, 6, 6PosterPoster
1254 Analytic Study of Families of Spurious Minima in Two-Layer ReLU Neural Networks: A Tale of Symmetry II6.500.876, 6, 6, 8PosterPoster
1255 Motif-based Graph Self-Supervised Learning for Molecular Property Prediction6.501.507, 4, 8, 7PosterPoster
1256 Sub-Linear Memory: How to Make Performers SLiM6.500.507, 6, 6, 7PosterPoster
1257 Distributional Gradient Matching for Learning Uncertain Neural Dynamics Models6.500.877, 7, 7, 5PosterPoster
1258 Differentiable Equilibrium Computation with Decision Diagrams for Stackelberg Models of Combinatorial Congestion Games6.500.506, 7, 7, 6PosterPoster
1259 True Few-Shot Learning with Language Models6.500.507, 6, 7, 6PosterPoster
1260 TAAC: Temporally Abstract Actor-Critic for Continuous Control6.500.507, 6, 6, 7PosterPoster
1261 Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning6.500.507, 6, 7, 6PosterPoster
1262 Multi-armed Bandit Requiring Monotone Arm Sequences6.500.506, 6, 7, 7PosterPoster
1263 Minimax Regret for Stochastic Shortest Path6.500.506, 7, 7, 6PosterPoster
1264 Make Sure You're Unsure: A Framework for Verifying Probabilistic Specifications6.500.507, 6, 6, 7SpotlightSpotlight
1265 Image Generation using Continuous Filter Atoms6.500.507, 7, 6, 6SpotlightSpotlight
1266 Bootstrapping the Error of Oja's Algorithm6.500.876, 6, 6, 8SpotlightSpotlight
1267 Learning Generalized Gumbel-max Causal Mechanisms6.500.875, 7, 7, 7SpotlightSpotlight
1268 Measuring Generalization with Optimal Transport6.500.876, 8, 6, 6SpotlightSpotlight
1269 Differentially Private Model Personalization6.500.506, 7, 6, 7SpotlightSpotlight
1270 Doubly Robust Thompson Sampling with Linear Payoffs6.500.506, 6, 7, 7SpotlightSpotlight
1271 Online Active Learning with Surrogate Loss Functions6.500.506, 7, 6, 7SpotlightSpotlight
1272 Profiling Pareto Front With Multi-Objective Stein Variational Gradient Descent6.500.507, 6, 7, 6SpotlightSpotlight
1273 Random Shuffling Beats SGD Only After Many Epochs on Ill-Conditioned Problems6.501.127, 8, 5, 6SpotlightSpotlight
1274 RIM: Reliable Influence-based Active Learning on Graphs6.500.507, 6, 7, 6SpotlightSpotlight
1275 Representation Learning for Event-based Visuomotor Policies6.500.507, 6, 7, 6SpotlightSpotlight
1276 Near-optimal Offline and Streaming Algorithms for Learning Non-Linear Dynamical Systems6.500.506, 7, 7, 6SpotlightSpotlight
1277 Averaging on the Bures-Wasserstein manifold: dimension-free convergence of gradient descent6.502.067, 3, 8, 8SpotlightSpotlight
1278 Fair Sparse Regression with Clustering: An Invex Relaxation for a Combinatorial Problem6.500.507, 6, 7, 6SpotlightSpotlight
1279 Variational Inference for Continuous-Time Switching Dynamical Systems6.500.878, 6, 6, 6SpotlightPoster
1280 Breaking the Dilemma of Medical Image-to-image Translation6.500.506, 7, 7, 6SpotlightSpotlight
1281 Coresets for Decision Trees of Signals6.501.508, 7, 7, 4SpotlightOral
1282 Tight High Probability Bounds for Linear Stochastic Approximation with Fixed Stepsize6.430.496, 7, 7, 6, 7, 6, 6PosterPoster
1283 Direct Multi-view Multi-person 3D Pose Estimation6.431.055, 6, 8, 7, 7, 7, 5PosterPoster
1284 Absolute Neighbour Difference based Correlation Test for Detecting Heteroscedastic Relationships6.400.496, 6, 7, 6, 7PosterPoster
1285 Robustness of Graph Neural Networks at Scale6.400.496, 6, 7, 6, 7PosterPoster
1286 Greedy and Random Quasi-Newton Methods with Faster Explicit Superlinear Convergence6.400.496, 6, 7, 7, 6PosterPoster
1287 Distilling Robust and Non-Robust Features in Adversarial Examples by Information Bottleneck6.400.806, 8, 6, 6, 6PosterPoster
1288 AutoBalance: Optimized Loss Functions for Imbalanced Data6.401.207, 4, 7, 7, 7PosterPoster
1289 Rates of Estimation of Optimal Transport Maps using Plug-in Estimators via Barycentric Projections6.400.806, 7, 7, 7, 5PosterPoster
1290 End-to-end reconstruction meets data-driven regularization for inverse problems6.400.496, 7, 6, 7, 6PosterPoster
1291 Dual Parameterization of Sparse Variational Gaussian Processes6.400.806, 8, 6, 6, 6PosterPoster
1292 Language models enable zero-shot prediction of the effects of mutations on protein function6.401.028, 7, 6, 5, 6PosterPoster
1293 Support vector machines and linear regression coincide with very high-dimensional features6.400.807, 5, 6, 7, 7PosterPoster
1294 Learning to Elect6.400.807, 5, 6, 7, 7PosterPoster
1295 Global-aware Beam Search for Neural Abstractive Summarization6.400.497, 7, 6, 6, 6PosterPoster
1296 Does Knowledge Distillation Really Work?6.400.805, 7, 7, 7, 6PosterPoster
1297 Discovery of Options via Meta-Learned Subgoals6.401.506, 8, 4, 8, 6PosterPoster
1298 Linear Convergence of Gradient Methods for Estimating Structured Transition Matrices in High-dimensional Vector Autoregressive Models6.400.497, 6, 6, 6, 7PosterPoster
1299 Improved Regret Bounds for Tracking Experts with Memory6.400.497, 7, 6, 6, 6PosterPoster
1300 Individual Privacy Accounting via a Rényi Filter6.400.497, 6, 7, 6, 6PosterPoster
1301 An Efficient Pessimistic-Optimistic Algorithm for Stochastic Linear Bandits with General Constraints6.400.805, 7, 6, 7, 7PosterPoster
1302 Optimality and Stability in Federated Learning: A Game-theoretic Approach6.400.807, 7, 6, 5, 7PosterPoster
1303 Causal Bandits with Unknown Graph Structure6.401.747, 7, 3, 8, 7PosterPoster
1304 Robust and Fully-Dynamic Coreset for Continuous-and-Bounded Learning (With Outliers) Problems6.400.496, 6, 6, 7, 7SpotlightSpotlight
1305 EF21: A New, Simpler, Theoretically Better, and Practically Faster Error Feedback6.330.947, 7, 5OralOral
1306 One More Step Towards Reality: Cooperative Bandits with Imperfect Communication6.330.945, 7, 7PosterPoster
1307 Global Convergence to Local Minmax Equilibrium in Classes of Nonconvex Zero-Sum Games6.330.477, 6, 6PosterPoster
1308 Evolution Gym: A Large-Scale Benchmark for Evolving Soft Robots6.331.256, 8, 5PosterReject
1309 No Regrets for Learning the Prior in Bandits6.330.476, 7, 6PosterPoster
1310 Time-series Generation by Contrastive Imitation6.330.476, 7, 6PosterPoster
1311 Dynamic Normalization and Relay for Video Action Recognition6.330.476, 6, 7PosterPoster
1312 Re-ranking for image retrieval and transductive few-shot classification6.330.945, 7, 7PosterPoster
1313 Can Information Flows Suggest Targets for Interventions in Neural Circuits?6.330.476, 7, 6PosterPoster
1314 Relative Flatness and Generalization6.330.476, 7, 6PosterPoster
1315 Denoising Normalizing Flow6.330.477, 6, 6PosterPoster
1316 Instance-dependent Label-noise Learning under a Structural Causal Model6.330.945, 7, 7PosterPoster
1317 Towards Deeper Deep Reinforcement Learning with Spectral Normalization6.330.476, 6, 7PosterPoster
1318 TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification6.330.476, 7, 6PosterPoster
1319 Modality-Agnostic Topology Aware Localization6.331.708, 4, 7PosterPoster
1320 Towards Robust and Reliable Algorithmic Recourse6.330.477, 6, 6PosterPoster
1321 Meta-Learning Sparse Implicit Neural Representations6.330.945, 7, 7PosterPoster
1322 On The Structure of Parametric Tournaments with Application to Ranking from Pairwise Comparisons6.330.477, 6, 6PosterPoster
1323 Twins: Revisiting the Design of Spatial Attention in Vision Transformers6.330.477, 6, 6PosterPoster
1324 Be Confident! Towards Trustworthy Graph Neural Networks via Confidence Calibration6.331.258, 5, 6PosterPoster
1325 Improving Computational Efficiency in Visual Reinforcement Learning via Stored Embeddings6.330.477, 6, 6PosterPoster
1326 3DP3: 3D Scene Perception via Probabilistic Programming6.330.476, 6, 7PosterPoster
1327 COHESIV: Contrastive Object and Hand Embedding Segmentation In Video6.330.476, 6, 7PosterPoster
1328 EDGE: Explaining Deep Reinforcement Learning Policies6.330.477, 6, 6PosterPoster
1329 Coupled Segmentation and Edge Learning via Dynamic Graph Propagation6.330.477, 6, 6PosterPoster
1330 Towards Enabling Meta-Learning from Target Models6.330.477, 6, 6PosterPoster
1331 Accelerating Robotic Reinforcement Learning via Parameterized Action Primitives6.330.477, 6, 6PosterPoster
1332 Proxy-Normalizing Activations to Match Batch Normalization while Removing Batch Dependence6.330.476, 7, 6PosterPoster
1333 Parametrized Quantum Policies for Reinforcement Learning6.330.476, 6, 7PosterPoster
1334 Training for the Future: A Simple Gradient Interpolation Loss to Generalize Along Time6.330.477, 6, 6PosterPoster
1335 From Canonical Correlation Analysis to Self-supervised Graph Neural Networks6.330.476, 6, 7PosterPoster
1336 Mitigating Forgetting in Online Continual Learning with Neuron Calibration6.330.476, 7, 6PosterPoster
1337 Calibrating Predictions to Decisions: A Novel Approach to Multi-Class Calibration6.331.707, 4, 8PosterPoster
1338 Differentiable Multiple Shooting Layers6.330.476, 7, 6PosterPoster
1339 Are My Deep Learning Systems Fair? An Empirical Study of Fixed-Seed Training6.330.947, 7, 5PosterPoster
1340 Topological Detection of Trojaned Neural Networks6.330.476, 6, 7PosterPoster
1341 On the Rate of Convergence of Regularized Learning in Games: From Bandits and Uncertainty to Optimism and Beyond6.330.476, 7, 6PosterPoster
1342 Environment Generation for Zero-Shot Compositional Reinforcement Learning6.330.477, 6, 6PosterPoster
1343 Manipulating SGD with Data Ordering Attacks6.330.476, 6, 7PosterPoster
1344 Leveraging SE(3) Equivariance for Self-supervised Category-Level Object Pose Estimation from Point Clouds6.330.476, 7, 6PosterPoster
1345 Escaping Saddle Points with Compressed SGD6.330.477, 6, 6PosterPoster
1346 Surrogate Regret Bounds for Polyhedral Losses6.331.256, 5, 8PosterPoster
1347 Indexed Minimum Empirical Divergence for Unimodal Bandits6.330.477, 6, 6PosterPoster
1348 Gone Fishing: Neural Active Learning with Fisher Embeddings6.330.477, 6, 6PosterPoster
1349 Multiclass Boosting and the Cost of Weak Learning6.330.476, 7, 6PosterPoster
1350 From global to local MDI variable importances for random forests and when they are Shapley values6.330.476, 7, 6PosterPoster
1351 CLIP-It! Language-Guided Video Summarization6.330.477, 6, 6PosterPoster
1352 Directed Spectrum Measures Improve Latent Network Models Of Neural Populations6.330.476, 6, 7PosterPoster
1353 Adaptive Machine Unlearning6.330.476, 7, 6PosterPoster
1354 Greedy Approximation Algorithms for Active Sequential Hypothesis Testing6.330.476, 6, 7PosterPoster
1355 Posterior Collapse and Latent Variable Non-identifiability6.330.476, 6, 7PosterPoster
1356 Gradient-Free Adversarial Training Against Image Corruption for Learning-based Steering6.330.945, 7, 7PosterPoster
1357 Model-Based Domain Generalization6.330.476, 7, 6PosterPoster
1358 (Almost) Free Incentivized Exploration from Decentralized Learning Agents6.330.476, 7, 6PosterPoster
1359 How Fine-Tuning Allows for Effective Meta-Learning6.330.477, 6, 6PosterPoster
1360 Towards robust vision by multi-task learning on monkey visual cortex6.330.477, 6, 6PosterPoster
1361 Multi-task Learning of Order-Consistent Causal Graphs6.330.477, 6, 6PosterPoster
1362 Validation Free and Replication Robust Volume-based Data Valuation6.330.476, 6, 7PosterPoster
1363 Residual Pathway Priors for Soft Equivariance Constraints6.330.945, 7, 7PosterPoster
1364 Identification of the Generalized Condorcet Winner in Multi-dueling Bandits6.330.476, 7, 6PosterPoster
1365 A Gradient Method for Multilevel Optimization6.330.947, 5, 7PosterPoster
1366 Answering Complex Causal Queries With the Maximum Causal Set Effect6.331.256, 5, 8PosterPoster
1367 Boost Neural Networks by Checkpoints6.330.476, 6, 7PosterPoster
1368 Neural Hybrid Automata: Learning Dynamics With Multiple Modes and Stochastic Transitions6.330.476, 7, 6PosterPoster
1369 SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data6.330.476, 6, 7PosterPoster
1370 Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples6.330.476, 6, 7PosterPoster
1371 Particle Cloud Generation with Message Passing Generative Adversarial Networks6.330.476, 6, 7PosterPoster
1372 Not All Images are Worth 16x16 Words: Dynamic Transformers for Efficient Image Recognition6.330.476, 6, 7PosterPoster
1373 Bubblewrap: Online tiling and real-time flow prediction on neural manifolds6.330.476, 6, 7PosterPoster
1374 A Highly-Efficient Group Elastic Net Algorithm with an Application to Function-On-Scalar Regression6.330.477, 6, 6PosterPoster
1375 FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective6.330.945, 7, 7PosterPoster
1376 Disentangled Contrastive Learning on Graphs6.331.258, 6, 5PosterPoster
1377 Learning Barrier Certificates: Towards Safe Reinforcement Learning with Zero Training-time Violations6.330.476, 7, 6PosterPoster
1378 A PAC-Bayes Analysis of Adversarial Robustness6.330.477, 6, 6PosterPoster
1379 Efficient Statistical Assessment of Neural Network Corruption Robustness6.330.945, 7, 7PosterPoster
1380 Self-Diagnosing GAN: Diagnosing Underrepresented Samples in Generative Adversarial Networks6.330.477, 6, 6PosterPoster
1381 Unsupervised Representation Transfer for Small Networks: I Believe I Can Distill On-the-Fly6.330.476, 6, 7PosterPoster
1382 DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification6.330.477, 6, 6, 6, 7, 6PosterPoster
1383 A Near-Optimal Algorithm for Debiasing Trained Machine Learning Models6.330.945, 7, 7PosterPoster
1384 RoMA: Robust Model Adaptation for Offline Model-based Optimization6.330.476, 7, 6PosterPoster
1385 Variational Automatic Curriculum Learning for Sparse-Reward Cooperative Multi-Agent Problems6.330.477, 6, 6PosterPoster
1386 Dynamic Sasvi: Strong Safe Screening for Norm-Regularized Least Squares6.330.476, 7, 6PosterPoster
1387 Co-evolution Transformer for Protein Contact Prediction6.330.477, 6, 6PosterPoster
1388 Dueling Bandits with Adversarial Sleeping6.330.477, 6, 6PosterPoster
1389 Non-approximate Inference for Collective Graphical Models on Path Graphs via Discrete Difference of Convex Algorithm6.330.476, 7, 6PosterPoster
1390 A mechanistic multi-area recurrent network model of decision-making6.330.477, 6, 6PosterPoster
1391 A Note on Sparse Generalized Eigenvalue Problem6.330.476, 7, 6PosterPoster
1392 Spatiotemporal Joint Filter Decomposition in 3D Convolutional Neural Networks6.330.476, 7, 6PosterPoster
1393 Generalized Linear Bandits with Local Differential Privacy6.330.476, 7, 6PosterPoster
1394 Learning-to-learn non-convex piecewise-Lipschitz functions6.330.477, 6, 6PosterPoster
1395 Federated Hyperparameter Tuning: Challenges, Baselines, and Connections to Weight-Sharing6.330.476, 6, 7PosterPoster
1396 Increasing Liquid State Machine Performance with Edge-of-Chaos Dynamics Organized by Astrocyte-modulated Plasticity6.330.947, 5, 7PosterPoster
1397 Causal Navigation by Continuous-time Neural Networks6.330.947, 5, 7PosterPoster
1398 Scalable Intervention Target Estimation in Linear Models6.330.477, 6, 6PosterPoster
1399 Information-constrained optimization: can adaptive processing of gradients help?6.330.476, 7, 6PosterPoster
1400 Gradient-based Hyperparameter Optimization Over Long Horizons6.330.476, 6, 7PosterPoster
1401 How Should Pre-Trained Language Models Be Fine-Tuned Towards Adversarial Robustness?6.330.477, 6, 6PosterPoster
1402 Slow Learning and Fast Inference: Efficient Graph Similarity Computation via Knowledge Distillation6.330.476, 6, 7PosterPoster
1403 Dynamic Analysis of Higher-Order Coordination in Neuronal Assemblies via De-Sparsified Orthogonal Matching Pursuit6.330.947, 5, 7PosterPoster
1404 Active clustering for labeling training data6.330.945, 7, 7PosterPoster
1405 Relative Uncertainty Learning for Facial Expression Recognition6.330.476, 7, 6PosterPoster
1406 Finding Bipartite Components in Hypergraphs6.330.476, 6, 7PosterPoster
1407 Universal Graph Convolutional Networks6.331.255, 6, 8PosterPoster
1408 Equilibrium and non-Equilibrium regimes in the learning of Restricted Boltzmann Machines6.330.477, 6, 6PosterPoster
1409 A New Theoretical Framework for Fast and Accurate Online Decision-Making6.330.947, 5, 7PosterPoster
1410 Noise2Score: Tweedie’s Approach to Self-Supervised Image Denoising without Clean Images6.330.476, 6, 7PosterPoster
1411 Improving Conditional Coverage via Orthogonal Quantile Regression6.330.947, 5, 7PosterPoster
1412 Lattice partition recovery with dyadic CART6.330.477, 6, 6PosterPoster
1413 Learning Policies with Zero or Bounded Constraint Violation for Constrained MDPs6.330.477, 6, 6PosterPoster
1414 Recursive Causal Structure Learning in the Presence of Latent Variables and Selection Bias6.330.945, 7, 7PosterPoster
1415 Even your Teacher Needs Guidance: Ground-Truth Targets Dampen Regularization Imposed by Self-Distillation6.330.476, 7, 6PosterPoster
1416 Robustness via Uncertainty-aware Cycle Consistency6.330.477, 6, 6PosterPoster
1417 On Large-Cohort Training for Federated Learning6.330.947, 7, 5PosterPoster
1418 Generating High-Quality Explanations for Navigation in Partially-Revealed Environments6.330.947, 7, 5PosterPoster
1419 Weak-shot Fine-grained Classification via Similarity Transfer6.330.477, 6, 6PosterPoster
1420 Personalized Federated Learning With Gaussian Processes6.330.476, 6, 7PosterPoster
1421 NeurWIN: Neural Whittle Index Network For Restless Bandits Via Deep RL6.330.477, 6, 6PosterPoster
1422 Smoothness Matrices Beat Smoothness Constants: Better Communication Compression Techniques for Distributed Optimization6.330.476, 6, 7PosterPoster
1423 Planning from Pixels in Environments with Combinatorially Hard Search Spaces6.330.477, 6, 6PosterPoster
1424 Global Convergence of Online Optimization for Nonlinear Model Predictive Control6.330.476, 7, 6PosterPoster
1425 Offline Reinforcement Learning as One Big Sequence Modeling Problem6.330.945, 7, 7SpotlightSpotlight
1426 DOCTOR: A Simple Method for Detecting Misclassification Errors6.330.476, 7, 6SpotlightSpotlight
1427 Clustering Effect of Adversarial Robust Models6.330.476, 7, 6SpotlightSpotlight
1428 A Theory-Driven Self-Labeling Refinement Method for Contrastive Representation Learning6.330.476, 7, 6SpotlightSpotlight
1429 Instance-Conditioned GAN6.330.947, 7, 5SpotlightSpotlight
1430 Tailoring: encoding inductive biases by optimizing unsupervised objectives at prediction time6.250.836, 7, 5, 7PosterPoster
1431 Bayesian Optimization of Function Networks6.250.836, 7, 7, 5PosterPoster
1432 Systematic Generalization with Edge Transformers6.250.436, 6, 7, 6PosterPoster
1433 Active Learning of Convex Halfspaces on Graphs6.250.837, 7, 6, 5PosterPoster
1434 Finite Sample Analysis of Average-Reward TD Learning and Q -Learning6.250.436, 6, 6, 7PosterPoster
1435 Asymptotics of the Bootstrap via Stability with Applications to Inference with Model Selection6.251.923, 8, 7, 7PosterPoster
1436 On Pathologies in KL-Regularized Reinforcement Learning from Expert Demonstrations6.251.307, 7, 7, 4PosterPoster
1437 Breaking the centralized barrier for cross-device federated learning6.250.436, 6, 7, 6PosterPoster
1438 HNPE: Leveraging Global Parameters for Neural Posterior Estimation6.250.437, 6, 6, 6PosterPoster
1439 MixACM: Mixup-Based Robustness Transfer via Distillation of Activated Channel Maps6.250.436, 6, 6, 7PosterPoster
1440 Self-Instantiated Recurrent Units with Dynamic Soft Recursion6.250.836, 7, 5, 7PosterPoster
1441 Learning where to learn: Gradient sparsity in meta and continual learning6.250.835, 7, 6, 7PosterPoster
1442 Gradient Descent on Two-layer Nets: Margin Maximization and Simplicity Bias6.250.436, 7, 6, 6PosterPoster
1443 Episodic Multi-agent Reinforcement Learning with Curiosity-driven Exploration6.250.837, 5, 6, 7PosterPoster
1444 Sparse Steerable Convolutions: An Efficient Learning of SE(3)-Equivariant Features for Estimation and Tracking of Object Poses in 3D Space6.250.437, 6, 6, 6PosterPoster
1445 Continual Learning via Local Module Composition6.250.437, 6, 6, 6PosterPoster
1446 A Trainable Spectral-Spatial Sparse Coding Model for Hyperspectral Image Restoration6.250.436, 6, 7, 6PosterPoster
1447 The balancing principle for parameter choice in distance-regularized domain adaptation6.250.437, 6, 6, 6PosterPoster
1448 Heavy Tails in SGD and Compressibility of Overparametrized Neural Networks6.250.436, 7, 6, 6PosterPoster
1449 Iterative Causal Discovery in the Possible Presence of Latent Confounders and Selection Bias6.250.436, 6, 7, 6PosterPoster
1450 Exponential Bellman Equation and Improved Regret Bounds for Risk-Sensitive Reinforcement Learning6.250.436, 6, 7, 6PosterPoster
1451 Multi-Objective Meta Learning6.251.305, 8, 5, 7PosterPoster
1452 Adaptable Agent Populations via a Generative Model of Policies6.250.437, 6, 6, 6PosterPoster
1453 Improving Deep Learning Interpretability by Saliency Guided Training6.251.095, 6, 6, 8PosterPoster
1454 Interpolation can hurt robust generalization even when there is no noise6.250.836, 7, 5, 7PosterPoster
1455 Open Rule Induction6.250.436, 6, 7, 6PosterPoster
1456 Why Lottery Ticket Wins? A Theoretical Perspective of Sample Complexity on Sparse Neural Networks6.251.927, 3, 8, 7PosterPoster
1457 MAU: A Motion-Aware Unit for Video Prediction and Beyond6.250.436, 7, 6, 6PosterPoster
1458 Towards a Theoretical Framework of Out-of-Distribution Generalization6.251.096, 5, 8, 6PosterPoster
1459 Time-independent Generalization Bounds for SGLD in Non-convex Settings6.250.835, 6, 7, 7PosterPoster
1460 Unsupervised Noise Adaptive Speech Enhancement by Discriminator-Constrained Optimal Transport6.251.096, 5, 8, 6PosterPoster
1461 Medical Dead-ends and Learning to Identify High-Risk States and Treatments6.250.436, 6, 6, 7PosterPoster
1462 Identification and Estimation of Joint Probabilities of Potential Outcomes in Observational Studies with Covariate Information6.250.436, 6, 6, 7PosterPoster
1463 Self-Supervised Representation Learning on Neural Network Weights for Model Characteristic Prediction6.250.437, 6, 6, 6PosterPoster
1464 Do Different Tracking Tasks Require Different Appearance Models?6.251.307, 4, 7, 7PosterPoster
1465 Handling Long-tailed Feature Distribution in AdderNets6.250.437, 6, 6, 6PosterPoster
1466 Online Control of Unknown Time-Varying Dynamical Systems6.251.923, 7, 7, 8PosterPoster
1467 Constrained Two-step Look-Ahead Bayesian Optimization6.250.835, 6, 7, 7PosterPoster
1468 Privately Publishable Per-instance Privacy6.250.837, 5, 6, 7PosterPoster
1469 Pretraining Representations for Data-Efficient Reinforcement Learning6.250.837, 5, 6, 7PosterPoster
1470 Cooperative Stochastic Bandits with Asynchronous Agents and Constrained Feedback6.250.836, 5, 7, 7PosterPoster
1471 Combinatorial Optimization for Panoptic Segmentation: A Fully Differentiable Approach6.250.437, 6, 6, 6PosterPoster
1472 Adversarial Graph Augmentation to Improve Graph Contrastive Learning6.250.437, 6, 6, 6PosterPoster
1473 Word2Fun: Modelling Words as Functions for Diachronic Word Representation6.250.837, 7, 6, 5PosterPoster
1474 Support Recovery of Sparse Signals from a Mixture of Linear Measurements6.250.436, 6, 7, 6PosterReject
1475 Scheduling jobs with stochastic holding costs6.250.836, 7, 5, 7PosterPoster
1476 Settling the Variance of Multi-Agent Policy Gradients6.251.304, 7, 7, 7PosterPoster
1477 Batched Thompson Sampling6.250.436, 6, 6, 7PosterPoster
1478 Testing Probabilistic Circuits6.250.436, 6, 6, 7PosterPoster
1479 Adaptive Online Packing-guided Search for POMDPs6.250.837, 5, 7, 6PosterPoster
1480 Hypergraph Propagation and Community Selection for Objects Retrieval6.251.096, 5, 8, 6PosterPoster
1481 A universal probabilistic spike count model reveals ongoing modulation of neural variability6.250.436, 6, 7, 6PosterPoster
1482 ABC: Auxiliary Balanced Classifier for Class-imbalanced Semi-supervised Learning6.250.436, 6, 6, 7PosterPoster
1483 TRS: Transferability Reduced Ensemble via Promoting Gradient Diversity and Model Smoothness6.250.436, 6, 6, 7PosterPoster
1484 Credit Assignment Through Broadcasting a Global Error Vector6.251.096, 8, 6, 5PosterPoster
1485 Training Over-parameterized Models with Non-decomposable Objectives6.250.436, 6, 6, 7PosterPoster
1486 Row-clustering of a Point Process-valued Matrix6.250.436, 7, 6, 6PosterPoster
1487 Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction6.250.436, 6, 6, 7PosterPoster
1488 Scaling Up Exact Neural Network Compression by ReLU Stability6.250.836, 7, 7, 5PosterPoster
1489 Learning Transferable Features for Point Cloud Detection via 3D Contrastive Co-training6.250.437, 6, 6, 6PosterPoster
1490 Learning Markov State Abstractions for Deep Reinforcement Learning6.250.436, 7, 6, 6PosterPoster
1491 Lip to Speech Synthesis with Visual Context Attentional GAN6.250.436, 6, 7, 6PosterPoster
1492 Learning Generative Vision Transformer with Energy-Based Latent Space for Saliency Prediction6.250.837, 5, 7, 6PosterPoster
1493 Joint inference and input optimization in equilibrium networks6.250.835, 7, 7, 6PosterPoster
1494 Turing Completeness of Bounded-Precision Recurrent Neural Networks6.252.173, 6, 9, 7PosterPoster
1495 Average-Reward Learning and Planning with Options6.250.837, 7, 5, 6PosterReject
1496 Scalable Thompson Sampling using Sparse Gaussian Process Models6.250.837, 7, 6, 5PosterPoster
1497 Dual-stream Network for Visual Recognition6.251.305, 7, 8, 5PosterPoster
1498 Faster Algorithms and Constant Lower Bounds for the Worst-Case Expected Error6.251.307, 7, 7, 4PosterPoster
1499 Distributed Deep Learning In Open Collaborations6.251.307, 8, 5, 5PosterPoster
1500 PlayVirtual: Augmenting Cycle-Consistent Virtual Trajectories for Reinforcement Learning6.250.436, 7, 6, 6PosterPoster
1501 On Joint Learning for Solving Placement and Routing in Chip Design6.250.436, 6, 6, 7PosterPoster
1502 Structured in Space, Randomized in Time: Leveraging Dropout in RNNs for Efficient Training6.250.436, 7, 6, 6PosterPoster
1503 Pareto Domain Adaptation6.250.436, 7, 6, 6PosterPoster
1504 Reliable Decisions with Threshold Calibration6.251.794, 8, 5, 8PosterPoster
1505 DRONE: Data-aware Low-rank Compression for Large NLP Models6.250.437, 6, 6, 6PosterPoster
1506 GradInit: Learning to Initialize Neural Networks for Stable and Efficient Training6.250.436, 6, 7, 6PosterPoster
1507 Scalars are universal: Equivariant machine learning, structured like classical physics6.250.835, 7, 6, 7PosterPoster
1508 Residual Relaxation for Multi-view Representation Learning6.250.436, 7, 6, 6PosterPoster
1509 Quantifying and Improving Transferability in Domain Generalization6.250.835, 6, 7, 7PosterPoster
1510 Adversarial Examples in Multi-Layer Random ReLU Networks6.250.835, 7, 7, 6PosterPoster
1511 Weighted model estimation for offline model-based reinforcement learning6.250.437, 6, 6, 6PosterPoster
1512 Which Mutual-Information Representation Learning Objectives are Sufficient for Control?6.250.437, 6, 6, 6PosterPoster
1513 Predicting What You Already Know Helps: Provable Self-Supervised Learning6.251.486, 4, 8, 7PosterPoster
1514 Remember What You Want to Forget: Algorithms for Machine Unlearning6.250.437, 6, 6, 6PosterPoster
1515 Score-based Generative Neural Networks for Large-Scale Optimal Transport6.250.436, 6, 6, 7PosterPoster
1516 Continuous-time edge modelling using non-parametric point processes6.250.436, 6, 6, 7PosterPoster
1517 A Provably Efficient Model-Free Posterior Sampling Method for Episodic Reinforcement Learning6.250.836, 7, 5, 7PosterPoster
1518 Backdoor Attack with Imperceptible Input and Latent Modification6.251.307, 7, 7, 4PosterPoster
1519 Double/Debiased Machine Learning for Dynamic Treatment Effects6.250.436, 7, 6, 6PosterPoster
1520 Asynchronous Stochastic Optimization Robust to Arbitrary Delays6.250.837, 6, 7, 5PosterPoster
1521 Improving Calibration through the Relationship with Adversarial Robustness6.250.835, 6, 7, 7PosterPoster
1522 Towards Biologically Plausible Convolutional Networks6.250.436, 6, 6, 7PosterPoster
1523 Never Go Full Batch (in Stochastic Convex Optimization)6.250.436, 6, 6, 7PosterPoster
1524 Self-Supervised Learning with Kernel Dependence Maximization6.251.096, 6, 8, 5PosterPoster
1525 Towards Best-of-All-Worlds Online Learning with Feedback Graphs6.250.436, 7, 6, 6PosterPoster
1526 MADE: Exploration via Maximizing Deviation from Explored Regions6.250.837, 7, 6, 5PosterPoster
1527 Automatic Symmetry Discovery with Lie Algebra Convolutional Network6.250.837, 6, 7, 5PosterPoster
1528 Dirichlet Energy Constrained Learning for Deep Graph Neural Networks6.250.436, 7, 6, 6PosterPoster
1529 Heuristic-Guided Reinforcement Learning6.250.835, 7, 7, 6PosterPoster
1530 Federated Linear Contextual Bandits6.250.837, 5, 6, 7PosterPoster
1531 Antipodes of Label Differential Privacy: PATE and ALIBI6.250.436, 6, 7, 6PosterPoster
1532 Risk-averse Heteroscedastic Bayesian Optimization6.250.837, 6, 5, 7PosterPoster
1533 Intriguing Properties of Contrastive Losses6.250.437, 6, 6, 6PosterPoster
1534 Label-Imbalanced and Group-Sensitive Classification under Overparameterization6.250.436, 7, 6, 6PosterPoster
1535 Representing Long-Range Context for Graph Neural Networks with Global Attention6.250.837, 7, 6, 5PosterPoster
1536 Adversarial Attacks on Black Box Video Classifiers: Leveraging the Power of Geometric Transformations6.250.835, 7, 6, 7PosterPoster
1537 PolarStream: Streaming Object Detection and Segmentation with Polar Pillars6.250.436, 6, 7, 6PosterPoster
1538 Grad2Task: Improved Few-shot Text Classification Using Gradients for Task Representation6.250.837, 7, 5, 6PosterPoster
1539 QuPeD: Quantized Personalization via Distillation with Applications to Federated Learning6.250.437, 6, 6, 6PosterPoster
1540 Deep Synoptic Monte-Carlo Planning in Reconnaissance Blind Chess6.250.837, 6, 7, 5PosterPoster
1541 Unifying lower bounds on prediction dimension of convex surrogates6.250.436, 6, 6, 7PosterPoster
1542 Automorphic Equivalence-aware Graph Neural Network6.250.437, 6, 6, 6PosterPoster
1543 Fuzzy Clustering with Similarity Queries6.250.436, 6, 6, 7PosterPoster
1544 Robust Contrastive Learning Using Negative Samples with Diminished Semantics6.250.437, 6, 6, 6PosterPoster
1545 Influence Patterns for Explaining Information Flow in BERT6.250.837, 5, 6, 7PosterPoster
1546 Improving Transferability of Representations via Augmentation-Aware Self-Supervision6.250.436, 6, 7, 6PosterPoster
1547 Does enforcing fairness mitigate biases caused by subpopulation shift?6.250.836, 7, 7, 5PosterPoster
1548 Similarity and Matching of Neural Network Representations6.250.837, 6, 5, 7PosterPoster
1549 Reusing Combinatorial Structure: Faster Iterative Projections over Submodular Base Polytopes6.250.835, 6, 7, 7PosterPoster
1550 TokenLearner: Adaptive Space-Time Tokenization for Videos6.250.437, 6, 6, 6PosterPoster
1551 Leveraging Recursive Gumbel-Max Trick for Approximate Inference in Combinatorial Spaces6.250.837, 5, 7, 6PosterPoster
1552 You Never Cluster Alone6.250.436, 6, 7, 6PosterPoster
1553 Generalized Jensen-Shannon Divergence Loss for Learning with Noisy Labels6.250.436, 7, 6, 6PosterPoster
1554 Delayed Gradient Averaging: Tolerate the Communication Latency for Federated Learning6.250.837, 5, 6, 7PosterPoster
1555 Identifying and Benchmarking Natural Out-of-Context Prediction Problems6.251.798, 8, 5, 4PosterPoster
1556 (Implicit)2 : Implicit Layers for Implicit Representations6.250.436, 6, 7, 6PosterPoster
1557 Curriculum Design for Teaching via Demonstrations: Theory and Applications6.250.835, 7, 6, 7PosterPoster
1558 FedDR – Randomized Douglas-Rachford Splitting Algorithms for Nonconvex Federated Composite Optimization6.250.436, 6, 7, 6PosterPoster
1559 Adversarial Attacks on Graph Classifiers via Bayesian Optimisation6.250.436, 6, 6, 7PosterPoster
1560 Robust Generalization despite Distribution Shift via Minimum Discriminating Information6.250.837, 6, 5, 7PosterPoster
1561 A Stochastic Newton Algorithm for Distributed Convex Optimization6.250.436, 6, 7, 6PosterPoster
1562 Scalable and Stable Surrogates for Flexible Classifiers with Fairness Constraints6.250.436, 6, 6, 7PosterPoster
1563 Sample-Efficient Reinforcement Learning for Linearly-Parameterized MDPs with a Generative Model6.250.436, 7, 6, 6PosterPoster
1564 Pooling by Sliced-Wasserstein Embedding6.250.836, 7, 5, 7PosterPoster
1565 Stochastic Gradient Descent-Ascent and Consensus Optimization for Smooth Games: Convergence Analysis under Expected Co-coercivity6.251.484, 6, 7, 8PosterPoster
1566 Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background Mixing6.250.436, 6, 7, 6PosterPoster
1567 Structured Denoising Diffusion Models in Discrete State-Spaces6.250.835, 6, 7, 7PosterPoster
1568 Scaling Neural Tangent Kernels via Sketching and Random Features6.250.436, 6, 6, 7PosterPoster
1569 Contrastive Learning of Global and Local Video Representations6.250.436, 6, 7, 6PosterPoster
1570 Parallel Bayesian Optimization of Multiple Noisy Objectives with Expected Hypervolume Improvement6.250.436, 6, 6, 7PosterPoster
1571 A Faster Decentralized Algorithm for Nonconvex Minimax Problems6.250.436, 6, 6, 7PosterPoster
1572 Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels6.250.436, 6, 6, 7PosterPoster
1573 A Computationally Efficient Method for Learning Exponential Family Distributions6.250.835, 6, 7, 7PosterPoster
1574 A Multi-Implicit Neural Representation for Fonts6.251.307, 7, 7, 4PosterPoster
1575 Reverse engineering recurrent neural networks with Jacobian switching linear dynamical systems6.250.436, 7, 6, 6PosterPoster
1576 Parallelizing Thompson Sampling6.251.487, 6, 4, 8PosterPoster
1577 Learning Fast-Inference Bayesian Networks6.250.436, 6, 6, 7PosterPoster
1578 Learning 3D Dense Correspondence via Canonical Point Autoencoder6.250.436, 6, 7, 6PosterPoster
1579 Counterfactual Explanations Can Be Manipulated6.250.837, 7, 6, 5PosterPoster
1580 Arbitrary Conditional Distributions with Energy6.250.835, 7, 6, 7PosterPoster
1581 Agent Modelling under Partial Observability for Deep Reinforcement Learning6.250.436, 6, 6, 7PosterPoster
1582 Towards Robust Bisimulation Metric Learning6.250.836, 5, 7, 7PosterPoster
1583 Faster proximal algorithms for matrix optimization using Jacobi-based eigenvalue methods6.250.436, 7, 6, 6PosterPoster
1584 PiRank: Scalable Learning To Rank via Differentiable Sorting6.250.437, 6, 6, 6PosterPoster
1585 Neural Ensemble Search for Uncertainty Estimation and Dataset Shift6.250.436, 6, 6, 7PosterPoster
1586 Ranking Policy Decisions6.251.096, 5, 8, 6PosterPoster
1587 TopicNet: Semantic Graph-Guided Topic Discovery6.250.436, 7, 6, 6PosterPoster
1588 Assessing Fairness in the Presence of Missing Data6.250.837, 7, 5, 6PosterPoster
1589 A Framework to Learn with Interpretation6.250.436, 6, 6, 7PosterPoster
1590 AugMax: Adversarial Composition of Random Augmentations for Robust Training6.250.436, 6, 6, 7PosterPoster
1591 Improved Regularization and Robustness for Fine-tuning in Neural Networks6.250.436, 7, 6, 6PosterPoster
1592 Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning6.250.436, 7, 6, 6PosterPoster
1593 Analyzing the Generalization Capability of SGLD Using Properties of Gaussian Channels6.250.437, 6, 6, 6PosterPoster
1594 Smooth Normalizing Flows6.250.436, 7, 6, 6PosterPoster
1595 Training Neural Networks with Fixed Sparse Masks6.250.436, 6, 7, 6PosterPoster
1596 Learning the optimal Tikhonov regularizer for inverse problems6.250.436, 6, 7, 6PosterPoster
1597 Optimizing Conditional Value-At-Risk of Black-Box Functions6.250.837, 5, 7, 6PosterPoster
1598 Gradient Inversion with Generative Image Prior6.250.436, 6, 7, 6PosterPoster
1599 Can we have it all? On the Trade-off between Spatial and Adversarial Robustness of Neural Networks6.250.836, 7, 7, 5PosterPoster
1600 High Probability Complexity Bounds for Line Search Based on Stochastic Oracles6.250.437, 6, 6, 6PosterPoster
1601 Square Root Principal Component Pursuit: Tuning-Free Noisy Robust Matrix Recovery6.250.837, 7, 5, 6PosterPoster
1602 Meta-Learning via Learning with Distributed Memory6.250.436, 6, 7, 6PosterPoster
1603 Breaking the Linear Iteration Cost Barrier for Some Well-known Conditional Gradient Methods Using MaxIP Data-structures6.251.487, 6, 8, 4PosterPoster
1604 Fast Training Method for Stochastic Compositional Optimization Problems6.250.436, 6, 6, 7PosterPoster
1605 Effective Meta-Regularization by Kernelized Proximal Regularization6.250.437, 6, 6, 6PosterPoster
1606 VidLanKD: Improving Language Understanding via Video-Distilled Knowledge Transfer6.250.837, 7, 6, 5PosterPoster
1607 ImageBART: Bidirectional Context with Multinomial Diffusion for Autoregressive Image Synthesis6.250.437, 6, 6, 6PosterPoster
1608 Graph Neural Networks with Local Graph Parameters6.250.835, 6, 7, 7PosterPoster
1609 Differentially Private Sampling from Distributions6.250.837, 7, 5, 6PosterPoster
1610 When does Contrastive Learning Preserve Adversarial Robustness from Pretraining to Finetuning?6.250.836, 7, 7, 5PosterPoster
1611 Overcoming the Convex Barrier for Simplex Inputs6.250.437, 6, 6, 6PosterPoster
1612 Probing Inter-modality: Visual Parsing with Self-Attention for Vision-and-Language Pre-training6.250.436, 6, 7, 6PosterPoster
1613 Multi-Facet Clustering Variational Autoencoders6.250.437, 6, 6, 6PosterPoster
1614 Does Knowledge Distillation Really Work?6.250.836, 7, 7, 5PosterPoster
1615 Tree in Tree: from Decision Trees to Decision Graphs6.250.436, 7, 6, 6PosterPoster
1616 Snowflake: Scaling GNNs to high-dimensional continuous control via parameter freezing6.250.835, 7, 7, 6PosterPoster
1617 Online Convex Optimization with Continuous Switching Constraint6.250.835, 7, 6, 7PosterPoster
1618 Efficient methods for Gaussian Markov random fields under sparse linear constraints6.250.436, 6, 6, 7PosterPoster
1619 Counterfactual Explanations in Sequential Decision Making Under Uncertainty6.251.486, 8, 4, 7PosterPoster
1620 R-Drop: Regularized Dropout for Neural Networks6.250.836, 5, 7, 7PosterPoster
1621 Multi-Objective SPIBB: Seldonian Offline Policy Improvement with Safety Constraints in Finite MDPs6.250.436, 6, 7, 6PosterPoster
1622 Wasserstein Flow Meets Replicator Dynamics: A Mean-Field Analysis of Representation Learning in Actor-Critic6.250.436, 7, 6, 6PosterPoster
1623 Do Input Gradients Highlight Discriminative Features?6.250.436, 7, 6, 6PosterPoster
1624 Knowledge-inspired 3D Scene Graph Prediction in Point Cloud6.250.837, 6, 7, 5PosterPoster
1625 Scalable Bayesian GPFA with automatic relevance determination and discrete noise models6.250.836, 5, 7, 7PosterPoster
1626 Towards Multi-Grained Explainability for Graph Neural Networks6.250.436, 6, 7, 6PosterPoster
1627 Differentially Private Stochastic Optimization: New Results in Convex and Non-Convex Settings6.251.486, 8, 4, 7PosterPoster
1628 Locally Most Powerful Bayesian Test for Out-of-Distribution Detection using Deep Generative Models6.250.436, 6, 6, 7PosterPoster
1629 Neural Circuit Synthesis from Specification Patterns6.251.096, 8, 5, 6PosterPoster
1630 Directed Graph Contrastive Learning6.250.436, 6, 6, 7PosterPoster
1631 GRIN: Generative Relation and Intention Network for Multi-agent Trajectory Prediction6.250.436, 6, 6, 7PosterPoster
1632 Multi-modal Dependency Tree for Video Captioning6.250.835, 6, 7, 7PosterPoster
1633 Fast Federated Learning in the Presence of Arbitrary Device Unavailability6.250.436, 6, 6, 7PosterPoster
1634 Local Differential Privacy for Regret Minimization in Reinforcement Learning6.250.436, 7, 6, 6PosterPoster
1635 The Hardness Analysis of Thompson Sampling for Combinatorial Semi-bandits with Greedy Oracle6.250.436, 7, 6, 6PosterPoster
1636 Recovering Latent Causal Factor for Generalization to Distributional Shifts6.250.436, 6, 7, 6PosterPoster
1637 Distributional Reinforcement Learning for Multi-Dimensional Reward Functions6.250.436, 6, 7, 6PosterPoster
1638 An Information-theoretic Approach to Distribution Shifts6.250.836, 7, 7, 5PosterPoster
1639 Continual World: A Robotic Benchmark For Continual Reinforcement Learning6.250.437, 6, 6, 6PosterPoster
1640 TransformerFusion: Monocular RGB Scene Reconstruction using Transformers6.250.436, 7, 6, 6PosterPoster
1641 Exploring Cross-Video and Cross-Modality Signals for Weakly-Supervised Audio-Visual Video Parsing6.250.837, 5, 7, 6PosterPoster
1642 Fast Minimum-norm Adversarial Attacks through Adaptive Norm Constraints6.251.305, 8, 7, 5PosterPoster
1643 Data-Efficient Instance Generation from Instance Discrimination6.250.436, 7, 6, 6PosterPoster
1644 Gradient-based Editing of Memory Examples for Online Task-free Continual Learning6.250.436, 6, 7, 6PosterPoster
1645 Autonomous Reinforcement Learning via Subgoal Curricula6.250.836, 7, 5, 7PosterPoster
1646 Adversarial Examples for k-Nearest Neighbor Classifiers Based on Higher-Order Voronoi Diagrams6.250.836, 7, 7, 5PosterPoster
1647 Neural Rule-Execution Tracking Machine For Transformer-Based Text Generation6.250.437, 6, 6, 6PosterPoster
1648 NovelD: A Simple yet Effective Exploration Criterion6.250.436, 7, 6, 6PosterPoster
1649 BooVI: Provably Efficient Bootstrapped Value Iteration6.251.095, 8, 6, 6PosterPoster
1650 A-NeRF: Articulated Neural Radiance Fields for Learning Human Shape, Appearance, and Pose6.251.486, 8, 7, 4PosterPoster
1651 Deformable Butterfly: A Highly Structured and Sparse Linear Transform6.250.837, 5, 6, 7PosterPoster
1652 Variance-Aware Off-Policy Evaluation with Linear Function Approximation6.250.436, 6, 7, 6PosterPoster
1653 Combinatorial Pure Exploration with Bottleneck Reward Function6.250.437, 6, 6, 6PosterPoster
1654 Compositional Reinforcement Learning from Logical Specifications6.250.436, 7, 6, 6PosterPoster
1655 Hyperparameter Tuning is All You Need for LISTA6.251.096, 5, 8, 6PosterPoster
1656 SLAPS: Self-Supervision Improves Structure Learning for Graph Neural Networks6.251.095, 8, 6, 6PosterPoster
1657 PartialFed: Cross-Domain Personalized Federated Learning via Partial Initialization6.250.436, 6, 7, 6PosterPoster
1658 Learned Robust PCA: A Scalable Deep Unfolding Approach for High-Dimensional Outlier Detection6.250.437, 6, 6, 6PosterPoster
1659 Coarse-to-fine Animal Pose and Shape Estimation6.250.437, 6, 6, 6PosterPoster
1660 Continuous Doubly Constrained Batch Reinforcement Learning6.250.436, 6, 7, 6PosterPoster
1661 Corruption Robust Active Learning6.250.436, 6, 7, 6PosterPoster
1662 Fast Multi-Resolution Transformer Fine-tuning for Extreme Multi-label Text Classification6.250.835, 7, 7, 6PosterPoster
1663 Fair Clustering Under a Bounded Cost6.251.096, 5, 8, 6PosterPoster
1664 Learning Distilled Collaboration Graph for Multi-Agent Perception6.250.835, 7, 6, 7PosterPoster
1665 Amortized Variational Inference for Simple Hierarchical Models6.250.835, 6, 7, 7PosterPoster
1666 Online Market Equilibrium with Application to Fair Division6.250.836, 7, 7, 5PosterPoster
1667 Online Multi-Armed Bandits with Adaptive Inference6.251.486, 8, 4, 7PosterPoster
1668 History Aware Multimodal Transformer for Vision-and-Language Navigation6.251.486, 8, 7, 4PosterPoster
1669 Deep Extrapolation for Attribute-Enhanced Generation6.250.836, 7, 5, 7PosterPoster
1670 Better Algorithms for Individually Fair k -Clustering6.250.836, 5, 7, 7PosterPoster
1671 Learning with Algorithmic Supervision via Continuous Relaxations6.250.436, 7, 6, 6PosterPoster
1672 Preconditioned Gradient Descent for Over-Parameterized Nonconvex Matrix Factorization6.251.096, 6, 8, 5PosterPoster
1673 How Should Pre-Trained Language Models Be Fine-Tuned Towards Adversarial Robustness?6.250.837, 6, 5, 7PosterPoster
1674 Bias Out-of-the-Box: An Empirical Analysis of Intersectional Occupational Biases in Popular Generative Language Models6.250.837, 5, 7, 6PosterPoster
1675 GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement6.250.437, 6, 6, 6PosterPoster
1676 Scaling up Continuous-Time Markov Chains Helps Resolve Underspecification6.250.836, 5, 7, 7PosterPoster
1677 Conditionally Parameterized, Discretization-Aware Neural Networks for Mesh-Based Modeling of Physical Systems6.251.095, 6, 8, 6PosterPoster
1678 Mirror Langevin Monte Carlo: the Case Under Isoperimetry6.250.837, 6, 5, 7PosterPoster
1679 Drop-DTW: Aligning Common Signal Between Sequences While Dropping Outliers6.251.096, 5, 8, 6PosterPoster
1680 Robust Inverse Reinforcement Learning under Transition Dynamics Mismatch6.250.436, 7, 6, 6PosterPoster
1681 Spectral embedding for dynamic networks with stability guarantees6.250.837, 7, 5, 6PosterPoster
1682 Detecting Errors and Estimating Accuracy on Unlabeled Data with Self-training Ensembles6.250.836, 5, 7, 7PosterPoster
1683 Zero Time Waste: Recycling Predictions in Early Exit Neural Networks6.251.307, 5, 5, 8PosterPoster
1684 Differentiable Unsupervised Feature Selection based on a Gated Laplacian6.250.837, 6, 5, 7PosterPoster
1685 Neural Relightable Participating Media Rendering6.251.307, 4, 7, 7PosterPoster
1686 Robust and Decomposable Average Precision for Image Retrieval6.250.436, 6, 6, 7PosterPoster
1687 Federated Split Task-Agnostic Vision Transformer for COVID-19 CXR Diagnosis6.250.835, 7, 7, 6PosterPoster
1688 A Gaussian Process-Bayesian Bernoulli Mixture Model for Multi-Label Active Learning6.250.837, 7, 6, 5PosterPoster
1689 Tuning Mixed Input Hyperparameters on the Fly for Efficient Population Based AutoRL6.250.436, 6, 6, 7PosterPoster
1690 Infinite Time Horizon Safety of Bayesian Neural Networks6.250.837, 7, 6, 5PosterPoster
1691 DominoSearch: Find layer-wise fine-grained N:M sparse schemes from dense neural networks6.250.436, 6, 6, 7PosterPoster
1692 Cockpit: A Practical Debugging Tool for the Training of Deep Neural Networks6.250.835, 7, 6, 7PosterPoster
1693 Video Instance Segmentation using Inter-Frame Communication Transformers6.250.436, 6, 7, 6PosterPoster
1694 On the Second-order Convergence Properties of Random Search Methods6.250.436, 6, 6, 7PosterPoster
1695 Contrastive Learning for Neural Topic Model6.250.836, 5, 7, 7PosterPoster
1696 SSMF: Shifting Seasonal Matrix Factorization6.250.836, 7, 5, 7PosterPoster
1697 Learning a Single Neuron with Bias Using Gradient Descent6.250.836, 7, 7, 5PosterPoster
1698 Nonsmooth Implicit Differentiation for Machine-Learning and Optimization6.250.436, 7, 6, 6PosterPoster
1699 Stochastic Anderson Mixing for Nonconvex Stochastic Optimization6.251.307, 7, 4, 7PosterPoster
1700 Stochastic Anderson Mixing for Nonconvex Stochastic Optimization6.250.436, 6, 6, 7PosterPoster
1701 CBP: backpropagation with constraint on weight precision using a pseudo-Lagrange multiplier method6.250.436, 6, 7, 6PosterPoster
1702 Unsupervised Motion Representation Learning with Capsule Autoencoders6.250.837, 7, 6, 5PosterPoster
1703 GemNet: Universal Directional Graph Neural Networks for Molecules6.250.835, 7, 7, 6PosterPoster
1704 Noisy Recurrent Neural Networks6.250.436, 6, 6, 7PosterPoster
1705 Hyperbolic Procrustes Analysis Using Riemannian Geometry6.250.436, 6, 6, 7PosterPoster
1706 Unfolding Taylor's Approximations for Image Restoration6.251.484, 6, 8, 7PosterPoster
1707 Inverse Optimal Control Adapted to the Noise Characteristics of the Human Sensorimotor System6.251.484, 8, 7, 6PosterPoster
1708 Combating Noise: Semi-supervised Learning by Region Uncertainty Quantification6.250.437, 6, 6, 6PosterPoster
1709 Scalable Rule-Based Representation Learning for Interpretable Classification6.250.436, 7, 6, 6PosterPoster
1710 Learning to dehaze with polarization6.250.436, 6, 6, 7PosterPoster
1711 MST: Masked Self-Supervised Transformer for Visual Representation6.250.436, 6, 7, 6PosterPoster
1712 Spectrum-to-Kernel Translation for Accurate Blind Image Super-Resolution6.250.436, 6, 6, 7PosterPoster
1713 ProTo: Program-Guided Transformer for Program-Guided Tasks6.250.437, 6, 6, 6PosterPoster
1714 Chasing Sparsity in Vision Transformers: An End-to-End Exploration6.250.436, 6, 6, 7PosterPoster
1715 Container: Context Aggregation Networks6.250.835, 6, 7, 7PosterPoster
1716 Online Adaptation to Label Distribution Shift6.250.436, 6, 6, 7PosterPoster
1717 SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning6.250.436, 6, 7, 6PosterPoster
1718 Hierarchical Skills for Efficient Exploration6.250.436, 6, 7, 6PosterPoster
1719 Understanding Instance-based Interpretability of Variational Auto-Encoders6.250.436, 6, 7, 6PosterPoster
1720 Regularization in ResNet with Stochastic Depth6.250.436, 6, 6, 7PosterPoster
1721 SILG: The Multi-domain Symbolic Interactive Language Grounding Benchmark6.251.304, 7, 7, 7PosterReject
1722 Collaborative Learning in the Jungle (Decentralized, Byzantine, Heterogeneous, Asynchronous and Nonconvex Learning)6.250.837, 5, 6, 7PosterPoster
1723 Trash or Treasure? An Interactive Dual-Stream Strategy for Single Image Reflection Separation6.250.436, 6, 7, 6PosterPoster
1724 Learning interaction rules from multi-animal trajectories via augmented behavioral models6.250.436, 6, 6, 7PosterPoster
1725 Addressing Algorithmic Disparity and Performance Inconsistency in Federated Learning6.250.436, 6, 6, 7PosterPoster
1726 Exploiting Chain Rule and Bayes' Theorem to Compare Probability Distributions6.250.436, 6, 6, 7PosterPoster
1727 Offline Constrained Multi-Objective Reinforcement Learning via Pessimistic Dual Value Iteration6.250.437, 6, 6, 6PosterPoster
1728 LADA: Look-Ahead Data Acquisition via Augmentation for Deep Active Learning6.250.437, 6, 6, 6PosterPoster
1729 Fast Policy Extragradient Methods for Competitive Games with Entropy Regularization6.250.836, 5, 7, 7PosterPoster
1730 Efficient and Accurate Gradients for Neural SDEs6.250.437, 6, 6, 6PosterPoster
1731 Robust Allocations with Diversity Constraints6.251.096, 6, 8, 5PosterPoster
1732 Data Sharing and Compression for Cooperative Networked Control6.250.436, 6, 7, 6PosterPoster
1733 Metadata-based Multi-Task Bandits with Bayesian Hierarchical Models6.250.437, 6, 6, 6PosterPoster
1734 Who Leads and Who Follows in Strategic Classification?6.250.436, 6, 7, 6PosterPoster
1735 CROCS: Clustering and Retrieval of Cardiac Signals Based on Patient Disease Class, Sex, and Age6.251.305, 7, 8, 5PosterPoster
1736 Learning Robust Hierarchical Patterns of Human Brain across Many fMRI Studies6.250.436, 6, 6, 7PosterPoster
1737 Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation6.250.436, 6, 7, 6PosterPoster
1738 Adjusting for Autocorrelated Errors in Neural Networks for Time Series6.250.835, 7, 7, 6PosterPoster
1739 Deconvolutional Networks on Graph Data6.250.436, 7, 6, 6PosterPoster
1740 Fine-Grained Zero-Shot Learning with DNA as Side Information6.250.837, 6, 7, 5PosterPoster
1741 Closing the Gap: Tighter Analysis of Alternating Stochastic Gradient Methods for Bilevel Problems6.250.436, 6, 6, 7SpotlightPoster
1742 Ultrahyperbolic Neural Networks6.250.837, 7, 6, 5SpotlightSpotlight
1743 Foundations of Symbolic Languages for Model Interpretability6.251.927, 8, 3, 7SpotlightSpotlight
1744 Program Synthesis Guided Reinforcement Learning for Partially Observed Environments6.251.307, 7, 4, 7SpotlightSpotlight
1745 Forster Decomposition and Learning Halfspaces with Noise6.250.436, 6, 6, 7SpotlightPoster
1746 Early-stopped neural networks are consistent6.250.437, 6, 6, 6SpotlightSpotlight
1747 Node Dependent Local Smoothing for Scalable Graph Learning6.250.436, 6, 6, 7SpotlightSpotlight
1748 Supercharging Imbalanced Data Learning With Energy-based Contrastive Representation Transfer6.250.436, 6, 7, 6SpotlightSpotlight
1749 Offline RL Without Off-Policy Evaluation6.251.928, 7, 7, 3SpotlightPoster
1750 Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer6.200.756, 6, 5, 7, 7PosterPoster
1751 Stability and Generalization of Bilevel Programming in Hyperparameter Optimization6.200.755, 7, 6, 7, 6PosterPoster
1752 Explanation-based Data Augmentation for Image Classification6.200.407, 6, 6, 6, 6PosterPoster
1753 Improved Transformer for High-Resolution GANs6.201.477, 5, 8, 7, 4PosterPoster
1754 Causal Effect Inference for Structured Treatments6.200.406, 6, 7, 6, 6PosterPoster
1755 Long-Short Transformer: Efficient Transformers for Language and Vision6.200.406, 6, 6, 7, 6PosterPoster
1756 The Many Faces of Adversarial Risk6.200.407, 6, 6, 6, 6PosterPoster
1757 Relaxing Local Robustness6.200.406, 7, 6, 6, 6PosterPoster
1758 Learning Compact Representations of Neural Networks using DiscriminAtive Masking (DAM)6.201.337, 6, 6, 8, 4PosterPoster
1759 Local Explanation of Dialogue Response Generation6.200.406, 6, 6, 7, 6PosterPoster
1760 The Value of Information When Deciding What to Learn6.200.406, 6, 7, 6, 6PosterPoster
1761 Provably efficient multi-task reinforcement learning with model transfer6.200.756, 7, 6, 5, 7PosterPoster
1762 Structure learning in polynomial time: Greedy algorithms, Bregman information, and exponential families6.200.757, 7, 6, 6, 5PosterPoster
1763 Conflict-Averse Gradient Descent for Multi-task learning6.200.757, 5, 7, 6, 6PosterPoster
1764 Boosted CVaR Classification6.201.177, 6, 8, 5, 5PosterPoster
1765 Semialgebraic Representation of Monotone Deep Equilibrium Models and Applications to Certification6.200.406, 7, 6, 6, 6PosterPoster
1766 Replay-Guided Adversarial Environment Design6.200.755, 6, 6, 7, 7PosterPoster
1767 Towards Lower Bounds on the Depth of ReLU Neural Networks6.200.985, 5, 7, 7, 7PosterPoster
1768 Error Compensated Distributed SGD Can Be Accelerated6.200.757, 7, 6, 6, 5PosterPoster
1769 Deconditional Downscaling with Gaussian Processes6.200.757, 7, 5, 6, 6PosterPoster
1770 Single Layer Predictive Normalized Maximum Likelihood for Out-of-Distribution Detection6.200.406, 6, 6, 6, 7PosterPoster
1771 Fast Approximate Dynamic Programming for Infinite-Horizon Markov Decision Processes6.200.756, 7, 6, 5, 7PosterPoster
1772 LLC: Accurate, Multi-purpose Learnt Low-dimensional Binary Codes6.201.177, 7, 7, 6, 4PosterPoster
1773 Coresets for Time Series Clustering6.200.757, 5, 7, 6, 6SpotlightSpotlight
1774 Class-Disentanglement and Applications in Adversarial Detection and Defense6.171.077, 6, 7, 6, 7, 4PosterPoster
1775 Analysis of Sensing Spectral for Signal Recovery under a Generalized Linear Model6.170.697, 6, 6, 5, 6, 7PosterPoster
1776 Deep Markov Factor Analysis: Towards Concurrent Temporal and Spatial Analysis of fMRI Data6.170.697, 7, 6, 6, 6, 5PosterPoster
1777 Causal Identification with Matrix Equations6.000.006, 6, 6, 6OralPoster
1778 Mean-based Best Arm Identification in Stochastic Bandits under Reward Contamination6.000.825, 6, 7PosterPoster
1779 On the Bias-Variance-Cost Tradeoff of Stochastic Optimization6.000.715, 7, 6, 6PosterPoster
1780 Are Transformers more robust than CNNs?6.000.715, 6, 6, 7PosterPoster
1781 Collapsed Variational Bounds for Bayesian Neural Networks6.001.228, 6, 5, 5PosterPoster
1782 One Question Answering Model for Many Languages with Cross-lingual Dense Passage Retrieval6.001.876, 5, 9, 4PosterPoster
1783 CLDA: Contrastive Learning for Semi-Supervised Domain Adaptation6.000.006, 6, 6, 6PosterPoster
1784 Hindsight Task Relabelling: Experience Replay for Sparse Reward Meta-RL6.000.006, 6, 6, 6PosterPoster
1785 Tractable Density Estimation on Learned Manifolds with Conformal Embedding Flows6.000.826, 7, 5PosterPoster
1786 Evolution Gym: A Large-Scale Benchmark for Evolving Soft Robots6.001.585, 8, 4, 7PosterPoster
1787 Implicit Generative Copulas6.001.226, 7, 7, 4PosterPoster
1788 Offline Reinforcement Learning with Reverse Model-based Imagination6.000.715, 6, 6, 7PosterPoster
1789 Dynamic Grained Encoder for Vision Transformers6.000.715, 6, 7, 6PosterPoster
1790 Activation Sharing with Asymmetric Paths Solves Weight Transport Problem without Bidirectional Connection6.001.226, 7, 4, 7PosterPoster
1791 Pure Exploration in Kernel and Neural Bandits6.002.358, 7, 7, 2PosterPoster
1792 Episodic Multi-agent Reinforcement Learning with Curiosity-driven Exploration6.000.715, 6, 6, 7PosterPoster
1793 XDO: A Double Oracle Algorithm for Extensive-Form Games6.000.717, 6, 6, 5PosterPoster
1794 On Learning Domain-Invariant Representations for Transfer Learning with Multiple Sources6.000.715, 6, 6, 7PosterPoster
1795 Leveraging Spatial and Temporal Correlations in Sparsified Mean Estimation6.000.716, 5, 6, 7PosterPoster
1796 Online Learning and Control of Complex Dynamical Systems from Sensory Input6.000.006, 6, 6PosterPoster
1797 AC/DC: Alternating Compressed/DeCompressed Training of Deep Neural Networks6.000.825, 7, 6PosterPoster
1798 Multi-Person 3D Motion Prediction with Multi-Range Transformers6.001.416, 3, 7, 7, 7, 6PosterPoster
1799 Auto-Encoding Knowledge Graph for Unsupervised Medical Report Generation6.000.717, 6, 6, 5PosterPoster
1800 Test-Time Personalization with a Transformer for Human Pose Estimation6.000.715, 7, 6, 6PosterPoster
1801 Towards Sharper Generalization Bounds for Structured Prediction6.000.716, 6, 5, 7PosterPoster
1802 SUPER-ADAM: Faster and Universal Framework of Adaptive Gradients6.002.004, 4, 8, 8PosterPoster
1803 Temporal-attentive Covariance Pooling Networks for Video Recognition6.000.006, 6, 6PosterPoster
1804 Generalized DataWeighting via Class-Level Gradient Manipulation6.001.584, 7, 8, 5PosterPoster
1805 Shape your Space: A Gaussian Mixture Regularization Approach to Deterministic Autoencoders6.000.716, 6, 5, 7PosterPoster
1806 Catastrophic Data Leakage in Vertical Federated Learning6.000.825, 6, 7PosterPoster
1807 DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks6.000.006, 6, 6, 6PosterPoster
1808 TransMatcher: Deep Image Matching Through Transformers for Generalizable Person Re-identification6.000.006, 6, 6, 6PosterPoster
1809 DRIVE: One-bit Distributed Mean Estimation6.000.716, 5, 6, 7PosterPoster
1810 Stateful ODE-Nets using Basis Function Expansions6.000.006, 6, 6PosterPoster
1811 Predify: Augmenting deep neural networks with brain-inspired predictive coding dynamics6.001.224, 7, 6, 7PosterPoster
1812 Topic Modeling Revisited: A Document Graph-based Neural Network Perspective6.000.716, 6, 7, 5PosterPoster
1813 Low-Rank Subspaces in GANs6.001.417, 4, 7PosterPoster
1814 For high-dimensional hierarchical models, consider exchangeability of effects across covariates instead of across datasets6.000.716, 5, 6, 7PosterPoster
1815 The future is log-Gaussian: ResNets and their infinite-depth-and-width limit at initialization6.001.225, 8, 6, 5PosterPoster
1816 Understanding the Limits of Unsupervised Domain Adaptation via Data Poisoning6.000.006, 6, 6PosterPoster
1817 Unsupervised Learning of Energy Compositions6.000.006, 6, 6PosterPoster
1818 Detecting Individual Decision-Making Style: Exploring Behavioral Stylometry in Chess6.001.227, 6, 4, 7PosterPoster
1819 SWAD: Domain Generalization by Seeking Flat Minima6.000.006, 6, 6, 6PosterPoster
1820 Rectangular Flows for Manifold Learning6.001.106, 7, 6, 7, 4PosterPoster
1821 Neural Architecture Dilation for Adversarial Robustness6.001.418, 6, 4, 6PosterReject
1822 Neural Architecture Dilation for Adversarial Robustness6.000.716, 5, 7, 6PosterPoster
1823 Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting6.000.006, 6, 6PosterPoster
1824 Data Augmentation Can Improve Robustness6.001.007, 5, 5, 7PosterPoster
1825 Contrastive Laplacian Eigenmaps6.000.716, 5, 7, 6PosterPoster
1826 Object-Aware Regularization for Addressing Causal Confusion in Imitation Learning6.000.006, 6, 6, 6PosterPoster
1827 SOLQ: Segmenting Objects by Learning Queries6.002.247, 9, 5, 3PosterPoster
1828 How does a Neural Network's Architecture Impact its Robustness to Noisy Labels?6.001.106, 5, 6, 8, 5PosterPoster
1829 Low-Rank Constraints for Fast Inference in Structured Models6.000.715, 7, 6, 6PosterPoster
1830 Robust Pose Estimation in Crowded Scenes with Direct Pose-Level Inference6.000.766, 5, 6, 7, 6, 5, 7PosterPoster
1831 Topological Relational Learning on Graphs6.001.005, 7, 5, 7PosterPoster
1832 Rectifying the Shortcut Learning of Background for Few-Shot Learning6.001.005, 7, 7, 5PosterPoster
1833 HRFormer: High-Resolution Vision Transformer for Dense Predict6.000.716, 5, 7, 6PosterPoster
1834 Learning Causal Semantic Representation for Out-of-Distribution Prediction6.001.007, 7, 5, 5PosterPoster
1835 Deep Extended Hazard Models for Survival Analysis6.000.717, 6, 6, 5PosterPoster
1836 Qu-ANTI-zation: Exploiting Quantization Artifacts for Achieving Adversarial Outcomes6.000.716, 5, 7, 6PosterPoster
1837 VQ-GNN: A Universal Framework to Scale up Graph Neural Networks using Vector Quantization6.000.715, 7, 6, 6PosterPoster
1838 Only Train Once: A One-Shot Neural Network Training And Pruning Framework6.000.716, 6, 5, 7PosterPoster
1839 Cross-modal Domain Adaptation for Cost-Efficient Visual Reinforcement Learning6.001.228, 5, 6, 5PosterPoster
1840 Linear and Kernel Classification in the Streaming Model: Improved Bounds for Heavy Hitters6.000.717, 6, 5, 6PosterPoster
1841 Actively Identifying Causal Effects with Latent Variables Given Only Response Variable Observable6.000.716, 6, 7, 5PosterPoster
1842 Adversarial Feature Desensitization6.000.715, 6, 7, 6PosterPoster
1843 Cardinality-Regularized Hawkes-Granger Model6.000.006, 6, 6PosterPoster
1844 Speech Separation Using an Asynchronous Fully Recurrent Convolutional Neural Network6.001.737, 7, 7, 3PosterPoster
1845 Robustness between the worst and average case6.000.825, 7, 6PosterPoster
1846 PerSim: Data-Efficient Offline Reinforcement Learning with Heterogeneous Agents via Personalized Simulators6.000.715, 7, 6, 6PosterPoster
1847 Limiting fluctuation and trajectorial stability of multilayer neural networks with mean field training6.000.006, 6, 6PosterPoster
1848 Open-set Label Noise Can Improve Robustness Against Inherent Label Noise6.000.717, 5, 6, 6PosterPoster
1849 Information-theoretic generalization bounds for black-box learning algorithms6.000.895, 7, 7, 6, 5PosterPoster
1850 A Shading-Guided Generative Implicit Model for Shape-Accurate 3D-Aware Image Synthesis6.001.226, 7, 7, 4PosterPoster
1851 Least Square Calibration for Peer Reviews6.000.715, 6, 7, 6PosterPoster
1852 Comprehensive Knowledge Distillation with Causal Intervention6.000.006, 6, 6, 6, 6PosterPoster
1853 Scallop: From Probabilistic Deductive Databases to Scalable Differentiable Reasoning6.000.716, 7, 6, 5PosterPoster
1854 Adversarial Robustness with Semi-Infinite Constrained Learning6.000.826, 7, 5PosterPoster
1855 Differentiable Spline Approximations6.000.825, 6, 7PosterPoster
1856 KALE Flow: A Relaxed KL Gradient Flow for Probabilities with Disjoint Support6.000.006, 6, 6, 6PosterPoster
1857 Two-sided fairness in rankings via Lorenz dominance6.000.006, 6, 6PosterPoster
1858 SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers6.000.717, 6, 6, 5PosterPoster
1859 Efficient Active Learning for Gaussian Process Classification by Error Reduction6.001.226, 5, 5, 8PosterPoster
1860 Continuous Mean-Covariance Bandits6.001.226, 4, 7, 7PosterReject
1861 A Separation Result Between Data-oblivious and Data-aware Poisoning Attacks6.001.873, 7, 6, 8PosterPoster
1862 Distributionally Robust Imitation Learning6.000.715, 6, 7, 6PosterPoster
1863 Parameterized Knowledge Transfer for Personalized Federated Learning6.001.418, 6, 6, 4PosterPoster
1864 Robust Auction Design in the Auto-bidding World6.000.716, 5, 7, 6PosterPoster
1865 Parallel and Efficient Hierarchical k-Median Clustering6.001.267, 4, 7, 5, 7PosterPoster
1866 The Utility of Explainable AI in Ad Hoc Human-Machine Teaming6.001.267, 8, 5, 5, 5PosterPoster
1867 Adversarial Reweighting for Partial Domain Adaptation6.000.827, 5, 6PosterPoster
1868 TTT++: When Does Self-Supervised Test-Time Training Fail or Thrive?6.000.006, 6, 6PosterPoster
1869 MixSeq: Connecting Macroscopic Time Series Forecasting with Microscopic Time Series Data6.000.827, 6, 5PosterPoster
1870 Recurrence along Depth: Deep Convolutional Neural Networks with Recurrent Layer Aggregation6.000.716, 5, 6, 7PosterPoster
1871 Learning Student-Friendly Teacher Networks for Knowledge Distillation6.000.716, 5, 7, 6PosterPoster
1872 Inverse-Weighted Survival Games6.000.715, 6, 7, 6PosterPoster
1873 Reinforcement Learning in Reward-Mixing MDPs6.000.896, 7, 5, 7, 5PosterPoster
1874 SEAL: Self-supervised Embodied Active Learning using Exploration and 3D Consistency6.000.716, 5, 6, 7PosterPoster
1875 Random Noise Defense Against Query-Based Black-Box Attacks6.000.715, 7, 6, 6PosterPoster
1876 Heterogeneous Multi-player Multi-armed Bandits: Closing the Gap and Generalization6.000.715, 6, 7, 6PosterPoster
1877 Editing a classifier by rewriting its prediction rules6.001.227, 4, 6, 7PosterPoster
1878 Nested Counterfactual Identification from Arbitrary Surrogate Experiments6.001.414, 5, 6, 8, 7PosterPoster
1879 Imitation with Neural Density Models6.001.007, 7, 5, 5PosterPoster
1880 Neural Pseudo-Label Optimism for the Bank Loan Problem6.001.224, 7, 6, 7PosterPoster
1881 KS-GNN: Keywords Search over Incomplete Graphs via Graphs Neural Network6.000.827, 6, 5PosterPoster
1882 SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness6.000.006, 6, 6, 6PosterPoster
1883 Which Mutual-Information Representation Learning Objectives are Sufficient for Control?6.000.715, 6, 6, 7PosterReject
1884 Neural-PIL: Neural Pre-Integrated Lighting for Reflectance Decomposition6.000.006, 6, 6, 6PosterPoster
1885 Learning Collaborative Policies to Solve NP-hard Routing Problems6.000.006, 6, 6, 6PosterPoster
1886 Adversarially Robust 3D Point Cloud Recognition Using Self-Supervisions6.000.716, 7, 6, 5PosterPoster
1887 CO-PILOT: COllaborative Planning and reInforcement Learning On sub-Task curriculum6.000.006, 6, 6, 6PosterPoster
1888 SSAL: Synergizing between Self-Training and Adversarial Learning for Domain Adaptive Object Detection6.001.416, 6, 8, 4PosterPoster
1889 Unsupervised Part Discovery with Contrastive Reconstruction6.000.825, 7, 6PosterPoster
1890 Evidential Softmax for Sparse Multimodal Distributions in Deep Generative Models6.001.414, 6, 8, 6PosterPoster
1891 Differentiable Synthesis of Program Architectures6.000.717, 6, 5, 6PosterPoster
1892 Scalable Neural Data Server: A Data Recommender for Transfer Learning6.000.825, 6, 7PosterPoster
1893 Universal Approximation Using Well-Conditioned Normalizing Flows6.000.006, 6, 6PosterPoster
1894 An analysis of Ermakov-Zolotukhin quadrature using kernels6.001.416, 6, 4, 8PosterPoster
1895 Bounds all around: training energy-based models with bidirectional bounds6.001.225, 8, 5, 6PosterPoster
1896 Recurrent Bayesian Classifier Chains for Exact Multi-Label Classification6.000.716, 5, 6, 7PosterPoster
1897 Robust Visual Reasoning via Language Guided Neural Module Networks6.001.007, 5, 7, 5PosterPoster
1898 Deep Marching Tetrahedra: a Hybrid Representation for High-Resolution 3D Shape Synthesis6.000.717, 5, 6, 6PosterPoster
1899 Deep Marching Tetrahedra: a Hybrid Representation for High-Resolution 3D Shape Synthesis6.001.416, 6, 4, 8PosterPoster
1900 Automatic and Harmless Regularization with Constrained and Lexicographic Optimization: A Dynamic Barrier Approach6.000.827, 5, 6PosterPoster
1901 Neo-GNNs: Neighborhood Overlap-aware Graph Neural Networks for Link Prediction6.000.825, 7, 6PosterPoster
1902 Relational Self-Attention: What's Missing in Attention for Video Understanding6.000.716, 5, 7, 6PosterReject
1903 A Bayesian-Symbolic Approach to Reasoning and Learning in Intuitive Physics6.000.006, 6, 6, 6PosterPoster
1904 Fairness via Representation Neutralization6.000.717, 5, 6, 6PosterReject
1905 Hierarchical Reinforcement Learning with Timed Subgoals6.000.715, 7, 6, 6PosterPoster
1906 On Model Calibration for Long-Tailed Object Detection and Instance Segmentation6.000.716, 5, 6, 7PosterPoster
1907 Representation Costs of Linear Neural Networks: Analysis and Design6.000.006, 6, 6PosterReject
1908 NTopo: Mesh-free Topology Optimization using Implicit Neural Representations6.000.006, 6, 6PosterPoster
1909 Monte Carlo Tree Search With Iteratively Refining State Abstractions6.000.006, 6, 6PosterPoster
1910 Soft Calibration Objectives for Neural Networks6.000.006, 6, 6PosterPoster
1911 Rate-Optimal Subspace Estimation on Random Graphs6.000.006, 6, 6, 6PosterPoster
1912 PDE-GCN: Novel Architectures for Graph Neural Networks Motivated by Partial Differential Equations6.000.006, 6, 6PosterPoster
1913 Decentralized Q-learning in Zero-sum Markov Games6.001.265, 5, 7, 8, 5PosterPoster
1914 Optimal Uniform OPE and Model-based Offline Reinforcement Learning in Time-Homogeneous, Reward-Free and Task-Agnostic Settings6.001.227, 6, 7, 4PosterPoster
1915 Functional Neural Networks for Parametric Image Restoration Problems6.000.006, 6, 6, 6PosterPoster
1916 How Does it Sound?6.001.107, 6, 7, 4, 6PosterPoster
1917 Enabling Fast Differentially Private SGD via Just-in-Time Compilation and Vectorization6.001.733, 7, 7, 7PosterPoster
1918 On Success and Simplicity: A Second Look at Transferable Targeted Attacks6.001.227, 6, 4, 7PosterReject
1919 CARMS: Categorical-Antithetic-REINFORCE Multi-Sample Gradient Estimator6.000.717, 6, 5, 6PosterPoster
1920 Distributed Saddle-Point Problems Under Data Similarity6.000.716, 5, 6, 7PosterPoster
1921 K-level Reasoning for Zero-Shot Coordination in Hanabi6.000.716, 7, 6, 5PosterPoster
1922 Knowledge-Adaptation Priors6.001.227, 4, 7, 6PosterPoster
1923 How Modular should Neural Module Networks Be for Systematic Generalization?6.001.226, 4, 7, 7PosterPoster
1924 Piper: Multidimensional Planner for DNN Parallelization6.000.716, 5, 6, 7PosterPoster
1925 Autobahn: Automorphism-based Graph Neural Nets6.000.826, 7, 5PosterPoster
1926 QuPeD: Quantized Personalization via Distillation with Applications to Federated Learning6.001.005, 7, 5, 7PosterPoster
1927 Inverse Problems Leveraging Pre-trained Contrastive Representations6.000.715, 7, 6, 6PosterPoster
1928 Learning to Schedule Heuristics in Branch and Bound6.001.224, 7, 6, 7PosterPoster
1929 Generative vs. Discriminative: Rethinking The Meta-Continual Learning6.000.715, 6, 6, 7PosterPoster
1930 Variational Multi-Task Learning with Gumbel-Softmax Priors6.000.716, 7, 6, 5PosterPoster
1931 Meta-learning with an Adaptive Task Scheduler6.000.716, 6, 5, 7PosterPoster
1932 Streaming Belief Propagation for Community Detection6.001.225, 5, 6, 8PosterReject
1933 Intrinsic Dimension, Persistent Homology and Generalization in Neural Networks6.002.358, 7, 7, 2PosterPoster
1934 On learning sparse vectors from mixture of responses6.001.418, 7, 5, 6, 4PosterPoster
1935 Object DGCNN: 3D Object Detection using Dynamic Graphs6.000.006, 6, 6PosterPoster
1936 Deep Learning Through the Lens of Example Difficulty6.001.226, 8, 5, 5PosterReject
1937 Deep Learning Through the Lens of Example Difficulty6.000.827, 5, 6PosterPoster
1938 Learning Transferable Adversarial Perturbations6.000.006, 6, 6, 6PosterPoster
1939 Iterative Teacher-Aware Learning6.000.006, 6, 6PosterPoster
1940 Reinforcement Learning based Disease Progression Model for Alzheimer’s Disease6.000.716, 5, 7, 6PosterPoster
1941 Exploiting Local Convergence of Quasi-Newton Methods Globally: Adaptive Sample Size Approach6.000.825, 6, 7PosterPoster
1942 Alignment Attention by Matching Key and Query Distributions6.000.827, 5, 6PosterPoster
1943 Validating the Lottery Ticket Hypothesis with Inertial Manifold Theory6.000.716, 6, 7, 5PosterPoster
1944 Revisiting 3D Object Detection From an Egocentric Perspective6.001.416, 6, 4, 8PosterPoster
1945 Accurate Point Cloud Registration with Robust Optimal Transport6.000.717, 6, 5, 6PosterPoster
1946 Topological Attention for Time Series Forecasting6.000.006, 6, 6PosterPoster
1947 Learning to Learn Dense Gaussian Processes for Few-Shot Learning6.000.006, 6, 6, 6PosterPoster
1948 Variational Model Inversion Attacks6.000.825, 6, 7PosterPoster
1949 Improving Compositionality of Neural Networks by Decoding Representations to Inputs6.001.588, 7, 4, 5PosterPoster
1950 Kernel Identification Through Transformers6.000.825, 7, 6PosterPoster
1951 On the Power of Edge Independent Graph Models6.000.715, 6, 6, 7PosterPoster
1952 Communication-efficient SGD: From Local SGD to One-Shot Averaging6.000.716, 6, 5, 7PosterPoster
1953 Hit and Lead Discovery with Explorative RL and Fragment-based Molecule Generation6.000.716, 6, 5, 7PosterPoster
1954 Efficient Bayesian network structure learning via local Markov boundary search6.000.717, 6, 5, 6PosterPoster
1955 Temporally Abstract Partial Models6.000.715, 7, 6, 6PosterPoster
1956 Wisdom of the Crowd Voting: Truthful Aggregation of Voter Information and Preferences6.000.715, 6, 7, 6PosterPoster
1957 S 3 : Sign-Sparse-Shift Reparametrization for Effective Training of Low-bit Shift Networks6.002.458, 6, 8, 2PosterPoster
1958 Distributed Principal Component Analysis with Limited Communication6.000.006, 6, 6PosterPoster
1959 Structural Credit Assignment in Neural Networks using Reinforcement Learning6.000.717, 6, 6, 5PosterPoster
1960 How Fine-Tuning Allows for Effective Meta-Learning6.000.716, 5, 6, 7PosterPoster
1961 Targeted Neural Dynamical Modeling6.000.716, 7, 6, 5PosterPoster
1962 Two Sides of Meta-Learning Evaluation: In vs. Out of Distribution6.001.226, 8, 5, 5PosterPoster
1963 VAST: Value Function Factorization with Variable Agent Sub-Teams6.000.716, 7, 6, 5PosterPoster
1964 A Computationally Efficient Method for Learning Exponential Family Distributions6.000.717, 6, 6, 5PosterPoster
1965 Set Prediction in the Latent Space6.000.636, 6, 7, 5, 6PosterPoster
1966 Dynamic COVID risk assessment accounting for community virus exposure from a spatial-temporal transmission model6.000.826, 5, 7PosterPoster
1967 Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training data6.000.717, 6, 5, 6PosterPoster
1968 Combining Latent Space and Structured Kernels for Bayesian Optimization over Combinatorial Spaces6.000.716, 7, 5, 6PosterPoster
1969 Arbitrary Conditional Distributions with Energy6.000.006, 6, 6, 6PosterReject
1970 ELLA: Exploration through Learned Language Abstraction6.000.825, 6, 7PosterPoster
1971 Looking Beyond Single Images for Contrastive Semantic Segmentation Learning6.000.006, 6, 6PosterPoster
1972 Tracking Without Re-recognition in Humans and Machines6.002.163, 8, 7PosterPoster
1973 Discovering and Achieving Goals via World Models6.000.006, 6, 6, 6, 6PosterPoster
1974 Convergence Rates of Stochastic Gradient Descent under Infinite Noise Variance6.000.006, 6, 6, 6PosterPoster
1975 Pipeline Combinators for Gradual AutoML6.001.224, 7, 6, 7PosterPoster
1976 Unifying Width-Reduced Methods for Quasi-Self-Concordant Optimization6.000.006, 6, 6, 6PosterPoster
1977 Exploiting a Zoo of Checkpoints for Unseen Tasks6.000.006, 6, 6PosterPoster
1978 Encoding Spatial Distribution of Convolutional Features for Texture Representation6.000.006, 6, 6PosterPoster
1979 Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning6.000.717, 6, 5, 6PosterPoster
1980 Dynaboard: An Evaluation-As-A-Service Platform for Holistic Next-Generation Benchmarking6.000.716, 7, 6, 5PosterPoster
1981 Post-Contextual-Bandit Inference6.001.737, 7, 7, 3PosterPoster
1982 Solving Soft Clustering Ensemble via k -Sparse Discrete Wasserstein Barycenter6.000.716, 6, 7, 5PosterPoster
1983 Model-Based Reinforcement Learning via Imagination with Derived Memory6.000.006, 6, 6, 6PosterPoster
1984 Adaptive Sampling for Minimax Fair Classification6.001.414, 6, 6, 8PosterPoster
1985 BulletTrain: Accelerating Robust Neural Network Training via Boundary Example Mining6.000.006, 6, 6PosterPoster
1986 Understanding Bandits with Graph Feedback6.000.715, 6, 6, 7PosterPoster
1987 Searching the Search Space of Vision Transformer6.000.716, 5, 6, 7PosterPoster
1988 Collaborative Causal Discovery with Atomic Interventions6.000.006, 6, 6, 6PosterPoster
1989 DNN-based Topology Optimisation: Spatial Invariance and Neural Tangent Kernel6.000.006, 6, 6PosterPoster
1990 Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning6.000.715, 7, 6, 6PosterPoster
1991 Referring Transformer: A One-step Approach to Multi-task Visual Grounding6.000.006, 6, 6, 6PosterPoster
1992 Unbalanced Optimal Transport through Non-negative Penalized Linear Regression6.000.006, 6, 6, 6PosterPoster
1993 Diverse Message Passing for Attribute with Heterophily6.001.227, 6, 4, 7PosterPoster
1994 When in Doubt: Neural Non-Parametric Uncertainty Quantification for Epidemic Forecasting6.000.825, 6, 7PosterPoster
1995 Federated Multi-Task Learning under a Mixture of Distributions6.001.226, 7, 7, 4PosterPoster
1996 Explaining Hyperparameter Optimization via Partial Dependence Plots6.000.827, 6, 5PosterPoster
1997 Exploiting Opponents Under Utility Constraints in Sequential Games6.000.715, 7, 6, 6PosterPoster
1998 Memory-Efficient Approximation Algorithms for Max-k-Cut and Correlation Clustering6.001.227, 7, 6, 4PosterPoster
1999 Consistent Non-Parametric Methods for Maximizing Robustness6.001.005, 7, 5, 7PosterPoster
2000 Representer Point Selection via Local Jacobian Expansion for Post-hoc Classifier Explanation of Deep Neural Networks and Ensemble Models6.001.007, 5, 5, 7PosterPoster
2001 Towards Tight Communication Lower Bounds for Distributed Optimisation6.000.006, 6, 6, 6PosterPoster
2002 Fast Algorithms for L∞ -constrained S-rectangular Robust MDPs6.000.715, 7, 6, 6PosterPoster
2003 Directed Probabilistic Watershed6.001.106, 6, 4, 7, 7PosterPoster
2004 Distribution-free inference for regression: discrete, continuous, and in between6.001.588, 4, 7, 5PosterReject
2005 Think Big, Teach Small: Do Language Models Distil Occam’s Razor?6.000.006, 6, 6, 6, 6PosterPoster
2006 Fair Algorithms for Multi-Agent Multi-Armed Bandits6.000.715, 7, 6, 6PosterPoster
2007 ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers6.000.006, 6, 6, 6PosterPoster
2008 A Mathematical Framework for Quantifying Transferability in Multi-source Transfer Learning6.000.716, 6, 5, 7PosterPoster
2009 Local policy search with Bayesian optimization6.000.716, 5, 6, 7PosterPoster
2010 It Has Potential: Gradient-Driven Denoisers for Convergent Solutions to Inverse Problems6.000.895, 6, 7, 5, 7PosterPoster
2011 EIGNN: Efficient Infinite-Depth Graph Neural Networks6.000.717, 5, 6, 6PosterPoster
2012 Regret Minimization Experience Replay in Off-Policy Reinforcement Learning6.001.876, 5, 4, 9PosterReject
2013 Provably Efficient Reinforcement Learning with Linear Function Approximation under Adaptivity Constraints6.000.006, 6, 6, 6PosterPoster
2014 A Theoretical Analysis of Fine-tuning with Linear Teachers6.001.226, 7, 4, 7PosterPoster
2015 Grounding inductive biases in natural images: invariance stems from variations in data6.001.588, 5, 4, 7PosterPoster
2016 Adaptive Proximal Gradient Methods for Structured Neural Networks6.000.716, 5, 7, 6PosterPoster
2017 Metropolis-Hastings Data Augmentation for Graph Neural Networks6.000.006, 6, 6PosterPoster
2018 Landmark-RxR: Solving Vision-and-Language Navigation with Fine-Grained Alignment Supervision6.000.717, 6, 5, 6PosterPoster
2019 DP-SSL: Towards Robust Semi-supervised Learning with A Few Labeled Samples6.000.006, 6, 6, 6PosterPoster
2020 Optimizing Information-theoretical Generalization Bound via Anisotropic Noise of SGLD6.000.637, 6, 6, 6, 5PosterPoster
2021 Memory Efficient Meta-Learning with Large Images6.000.006, 6, 6, 6PosterPoster
2022 Stochastic Bias-Reduced Gradient Methods6.001.227, 7, 4, 6PosterPoster
2023 Large-Scale Unsupervised Object Discovery6.000.716, 5, 7, 6PosterPoster
2024 LSH-SMILE: Locality Sensitive Hashing Accelerated Simulation and Learning6.000.006, 6, 6, 6PosterPoster
2025 Stateful Strategic Regression6.001.225, 6, 5, 8PosterPoster
2026 No Fear of Heterogeneity: Classifier Calibration for Federated Learning with Non-IID Data6.000.717, 5, 6, 6PosterPoster
2027 Disentangled Contrastive Learning on Graphs6.000.715, 6, 7, 6PosterPoster
2028 Last iterate convergence of SGD for Least-Squares in the Interpolation regime.6.000.006, 6, 6, 6PosterPoster
2029 Learning Tree Interpretation from Object Representation for Deep Reinforcement Learning6.000.826, 5, 7PosterPoster
2030 Dual Progressive Prototype Network for Generalized Zero-Shot Learning6.000.006, 6, 6, 6PosterPoster
2031 An Analysis of Constant Step Size SGD in the Non-convex Regime: Asymptotic Normality and Bias6.001.414, 8, 6, 6PosterPoster
2032 OpenMatch: Open-Set Semi-supervised Learning with Open-set Consistency Regularization6.000.636, 7, 6, 6, 5PosterPoster
2033 Learning Stable Deep Dynamics Models for Partially Observed or Delayed Dynamical Systems6.000.825, 6, 7PosterPoster
2034 Fast Abductive Learning by Similarity-based Consistency Optimization6.001.227, 7, 6, 4PosterPoster
2035 Bridging Explicit and Implicit Deep Generative Models via Neural Stein Estimators6.000.717, 6, 5, 6PosterPoster
2036 Faster Non-asymptotic Convergence for Double Q-learning6.000.006, 6, 6, 6PosterPoster
2037 DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification6.000.716, 7, 5, 6PosterPoster
2038 CATs: Cost Aggregation Transformers for Visual Correspondence6.000.717, 6, 5, 6PosterPoster
2039 Reinforcement Learning in Linear MDPs: Constant Regret and Representation Selection6.001.007, 5, 7, 5PosterPoster
2040 Locally differentially private estimation of functionals of discrete distributions6.000.716, 6, 7, 5PosterPoster
2041 Solving Graph-based Public Goods Games with Tree Search and Imitation Learning6.000.006, 6, 6PosterPoster
2042 DeepReduce: A Sparse-tensor Communication Framework for Federated Deep Learning6.001.005, 7, 5, 7PosterPoster
2043 Misspecified Gaussian Process Bandit Optimization6.000.827, 5, 6PosterPoster
2044 Conformal Time-series Forecasting6.000.006, 6, 6, 6PosterPoster
2045 3D Pose Transfer with Correspondence Learning and Mesh Refinement6.000.006, 6, 6, 6PosterPoster
2046 Regularized Softmax Deep Multi-Agent Q-Learning6.001.417, 4, 7PosterPoster
2047 Edge Representation Learning with Hypergraphs6.000.717, 6, 5, 6PosterPoster
2048 Parameter-free HE-friendly Logistic Regression6.000.716, 7, 5, 6PosterPoster
2049 Not All Low-Pass Filters are Robust in Graph Convolutional Networks6.000.006, 6, 6PosterPoster
2050 Towards Calibrated Model for Long-Tailed Visual Recognition from Prior Perspective6.001.227, 6, 4, 7PosterPoster
2051 Improving Self-supervised Learning with Automated Unsupervised Outlier Arbitration6.000.716, 5, 6, 7PosterPoster
2052 Entropy-based adaptive Hamiltonian Monte Carlo6.000.826, 7, 5PosterPoster
2053 Optimal Algorithms for Stochastic Contextual Preference Bandits6.000.827, 6, 5PosterPoster
2054 Neighborhood Reconstructing Autoencoders6.001.877, 3, 8, 6PosterPoster
2055 Non-Gaussian Gaussian Processes for Few-Shot Regression6.000.716, 6, 5, 7PosterPoster
2056 CHIP: CHannel Independence-based Pruning for Compact Neural Networks6.000.715, 7, 6, 6PosterPoster
2057 FACMAC: Factored Multi-Agent Centralised Policy Gradients6.001.107, 4, 7, 6, 6PosterPoster
2058 Towards Open-World Feature Extrapolation: An Inductive Graph Learning Approach6.001.226, 4, 7, 7PosterPoster
2059 BNS: Building Network Structures Dynamically for Continual Learning6.000.006, 6, 6, 6PosterPoster
2060 RelaySum for Decentralized Deep Learning on Heterogeneous Data6.000.006, 6, 6PosterPoster
2061 Learning curves of generic features maps for realistic datasets with a teacher-student model6.000.006, 6, 6, 6PosterPoster
2062 Sample Selection for Fair and Robust Training6.000.006, 6, 6, 6PosterPoster
2063 Learning Domain Invariant Representations in Goal-conditioned Block MDPs6.000.006, 6, 6, 6PosterPoster
2064 Generalization Guarantee of SGD for Pairwise Learning6.000.827, 6, 5PosterPoster
2065 Benign Overfitting in Multiclass Classification: All Roads Lead to Interpolation6.001.005, 5, 7, 7PosterPoster
2066 Implicit Task-Driven Probability Discrepancy Measure for Unsupervised Domain Adaptation6.000.006, 6, 6, 6PosterPoster
2067 What Makes Multi-Modal Learning Better than Single (Provably)6.001.226, 4, 7, 7PosterPoster
2068 CAPE: Encoding Relative Positions with Continuous Augmented Positional Embeddings6.001.418, 6, 6, 4PosterPoster
2069 Adapting to function difficulty and growth conditions in private optimization6.000.825, 6, 7PosterPoster
2070 Counterfactual Maximum Likelihood Estimation for Training Deep Networks6.001.104, 6, 6, 7, 7PosterPoster
2071 Provably Efficient Black-Box Action Poisoning Attacks Against Reinforcement Learning6.000.006, 6, 6PosterPoster
2072 Towards a Unified Game-Theoretic View of Adversarial Perturbations and Robustness6.001.227, 4, 6, 7PosterPoster
2073 Risk Minimization from Adaptively Collected Data: Guarantees for Supervised and Policy Learning6.000.895, 6, 7, 7, 5PosterReject
2074 Towards Context-Agnostic Learning Using Synthetic Data6.000.826, 5, 7PosterPoster
2075 Reinforcement Learning with Latent Flow6.000.715, 7, 6, 6PosterPoster
2076 Approximate optimization of convex functions with outlier noise6.000.006, 6, 6PosterPoster
2077 Towards Better Understanding of Training Certifiably Robust Models against Adversarial Examples6.000.006, 6, 6, 6PosterPoster
2078 Label Noise SGD Provably Prefers Flat Global Minimizers6.000.716, 5, 7, 6PosterPoster
2079 Learning to Assimilate in Chaotic Dynamical Systems6.000.006, 6, 6PosterPoster
2080 Uncertainty Quantification and Deep Ensembles6.000.006, 6, 6PosterPoster
2081 Revisiting Discriminator in GAN Compression: A Generator-discriminator Cooperative Compression Scheme6.000.717, 6, 5, 6PosterPoster
2082 Topology-Imbalance Learning for Semi-Supervised Node Classification6.000.827, 5, 6PosterPoster
2083 Confident Anchor-Induced Multi-Source Free Domain Adaptation6.000.715, 7, 6, 6PosterPoster
2084 CSDI: Conditional Score-based Diffusion Models for Probabilistic Time Series Imputation6.000.006, 6, 6PosterPoster
2085 Recognizing Vector Graphics without Rasterization6.000.006, 6, 6, 6PosterPoster
2086 Scalable Diverse Model Selection for Accessible Transfer Learning6.001.265, 8, 5, 7, 5PosterPoster
2087 Increasing Liquid State Machine Performance with Edge-of-Chaos Dynamics Organized by Astrocyte-modulated Plasticity6.001.224, 6, 7, 7PosterReject
2088 Fast Projection onto the Capped Simplex with Applications to Sparse Regression in Bioinformatics6.001.227, 4, 7, 6PosterPoster
2089 Pareto-Optimal Learning-Augmented Algorithms for Online Conversion Problems6.000.716, 6, 5, 7PosterPoster
2090 The Limitations of Large Width in Neural Networks: A Deep Gaussian Process Perspective6.000.715, 7, 6, 6PosterPoster
2091 Bandits with Knapsacks beyond the Worst Case6.000.006, 6, 6PosterPoster
2092 Offline Meta Reinforcement Learning -- Identifiability Challenges and Effective Data Collection Strategies6.000.827, 5, 6PosterPoster
2093 Scaling Gaussian Processes with Derivative Information Using Variational Inference6.001.007, 5, 5, 7PosterPoster
2094 Gradient-based Hyperparameter Optimization Over Long Horizons6.000.006, 6, 6, 6PosterPoster
2095 A Surrogate Objective Framework for Prediction+Programming with Soft Constraints6.001.226, 7, 7, 4PosterPoster
2096 A Convergence Analysis of Gradient Descent on Graph Neural Networks6.000.006, 6, 6, 6PosterPoster
2097 Exact Privacy Guarantees for Markov Chain Implementations of the Exponential Mechanism with Artificial Atoms6.000.636, 6, 7, 5, 6PosterPoster
2098 Slow Learning and Fast Inference: Efficient Graph Similarity Computation via Knowledge Distillation6.000.006, 6, 6, 6PosterPoster
2099 On the Algorithmic Stability of Adversarial Training6.001.007, 7, 5, 5PosterPoster
2100 Learning Riemannian metric for disease progression modeling6.001.005, 7, 7, 5PosterReject
2101 BatchQuant: Quantized-for-all Architecture Search with Robust Quantizer6.001.106, 7, 7, 4, 6PosterPoster
2102 Provably Strict Generalisation Benefit for Invariance in Kernel Methods6.001.228, 5, 5, 6PosterPoster
2103 SyMetric: Measuring the Quality of Learnt Hamiltonian Dynamics Inferred from Vision6.000.006, 6, 6PosterPoster
2104 Change Point Detection via Multivariate Singular Spectrum Analysis6.000.006, 6, 6, 6PosterPoster
2105 Efficient constrained sampling via the mirror-Langevin algorithm6.000.715, 7, 6, 6PosterPoster
2106 The Lazy Online Subgradient Algorithm is Universal on Strongly Convex Domains6.001.414, 6, 8, 6PosterPoster
2107 Distributed Machine Learning with Sparse Heterogeneous Data6.000.006, 6, 6PosterPoster
2108 Learning Theory Can (Sometimes) Explain Generalisation in Graph Neural Networks6.000.717, 5, 6, 6PosterPoster
2109 Multilingual Pre-training with Universal Dependency Learning6.000.006, 6, 6, 6PosterPoster
2110 Differentiable Spike: Rethinking Gradient-Descent for Training Spiking Neural Networks6.001.228, 5, 6, 5PosterPoster
2111 Going Beyond Linear Transformers with Recurrent Fast Weight Programmers6.000.715, 6, 6, 7PosterPoster
2112 BayesIMP: Uncertainty Quantification for Causal Data Fusion6.000.006, 6, 6, 6PosterPoster
2113 Beyond Bandit Feedback in Online Multiclass Classification6.000.715, 6, 6, 7PosterReject
2114 Dynamic Neural Representational Decoders for High-Resolution Semantic Segmentation6.000.006, 6, 6PosterPoster
2115 SketchGen: Generating Constrained CAD Sketches6.000.715, 6, 6, 7PosterPoster
2116 Photonic Differential Privacy with Direct Feedback Alignment6.000.827, 5, 6PosterPoster
2117 TestRank: Bringing Order into Unlabeled Test Instances for Deep Learning Tasks6.000.006, 6, 6PosterPoster
2118 Curriculum Learning for Vision-and-Language Navigation6.000.717, 6, 6, 5PosterPoster
2119 Co-Adaptation of Algorithmic and Implementational Innovations in Inference-based Deep Reinforcement Learning6.000.006, 6, 6PosterPoster
2120 Adversarial Regression with Doubly Non-negative Weighting Matrices6.000.717, 6, 5, 6PosterReject
2121 Sparse Uncertainty Representation in Deep Learning with Inducing Weights6.001.227, 7, 4, 6PosterPoster
2122 MobTCast: Leveraging Auxiliary Trajectory Forecasting for Human Mobility Prediction6.000.716, 6, 5, 7PosterPoster
2123 Reducing the Covariate Shift by Mirror Samples in Cross Domain Alignment6.000.006, 6, 6PosterPoster
2124 Anti-Backdoor Learning: Training Clean Models on Poisoned Data6.000.716, 5, 7, 6PosterPoster
2125 Sample Complexity Bounds for Active Ranking from Multi-wise Comparisons6.000.825, 6, 7PosterPoster
2126 Reward-Free Model-Based Reinforcement Learning with Linear Function Approximation6.000.006, 6, 6, 6PosterPoster
2127 Self-Interpretable Model with Transformation Equivariant Interpretation6.000.006, 6, 6, 6PosterPoster
2128 Robust Counterfactual Explanations on Graph Neural Networks6.000.715, 6, 7, 6PosterPoster
2129 FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling6.001.737, 3, 7, 7PosterPoster
2130 Algorithmic stability and generalization of an unsupervised feature selection algorithm6.000.825, 7, 6PosterPoster
2131 Sparse Deep Learning: A New Framework Immune to Local Traps and Miscalibration6.001.005, 5, 7, 7PosterPoster
2132 Differentially Private Multi-Armed Bandits in the Shuffle Model6.000.006, 6, 6, 6PosterPoster
2133 SyncTwin: Treatment Effect Estimation with Longitudinal Outcomes6.001.226, 5, 5, 8PosterPoster
2134 Hyperbolic Procrustes Analysis Using Riemannian Geometry6.000.717, 6, 6, 5PosterPoster
2135 Exploiting Domain-Specific Features to Enhance Domain Generalization6.001.224, 7, 7, 6PosterPoster
2136 ByPE-VAE: Bayesian Pseudocoresets Exemplar VAE6.000.006, 6, 6PosterPoster
2137 Imitating Deep Learning Dynamics via Locally Elastic Stochastic Differential Equations6.001.007, 5, 7, 5PosterPoster
2138 Non-asymptotic Error Bounds for Bidirectional GANs6.000.006, 6, 6PosterPoster
2139 Faster Neural Network Training with Approximate Tensor Operations6.000.006, 6, 6, 6PosterPoster
2140 A Max-Min Entropy Framework for Reinforcement Learning6.001.227, 4, 6, 7PosterPoster
2141 Fast Tucker Rank Reduction for Non-Negative Tensors Using Mean-Field Approximation6.001.227, 7, 4, 6PosterPoster
2142 Lattice partition recovery with dyadic CART6.000.006, 6, 6PosterPoster
2143 ReAct: Out-of-distribution Detection With Rectified Activations6.001.227, 6, 4, 7PosterPoster
2144 CCVS: Context-aware Controllable Video Synthesis6.000.006, 6, 6PosterPoster
2145 Sparse Spiking Gradient Descent6.000.715, 6, 7, 6PosterPoster
2146 Revisiting Smoothed Online Learning6.000.006, 6, 6, 6PosterPoster
2147 Online Adaptation to Label Distribution Shift6.000.715, 6, 6, 7PosterPoster
2148 Meta-Learning for Relative Density-Ratio Estimation6.001.227, 4, 7, 6PosterPoster
2149 Posterior Meta-Replay for Continual Learning6.001.737, 7, 7, 3PosterPoster
2150 Exploring Architectural Ingredients of Adversarially Robust Deep Neural Networks6.000.825, 6, 7PosterPoster
2151 Multi-view Contrastive Graph Clustering6.000.636, 7, 6, 6, 5PosterPoster
2152 Do Neural Optimal Transport Solvers Work? A Continuous Wasserstein-2 Benchmark6.000.826, 7, 5PosterPoster
2153 Learning Knowledge Graph-based World Models of Textual Environments6.001.226, 4, 7, 7PosterPoster
2154 USCO-Solver: Solving Undetermined Stochastic Combinatorial Optimization Problems6.000.715, 6, 7, 6PosterPoster
2155 Instance-optimal Mean Estimation Under Differential Privacy6.000.006, 6, 6, 6PosterPoster
2156 Accurately Solving Rod Dynamics with Graph Learning6.000.006, 6, 6, 6PosterPoster
2157 AFEC: Active Forgetting of Negative Transfer in Continual Learning6.000.006, 6, 6, 6PosterPoster
2158 Symplectic Adjoint Method for Exact Gradient of Neural ODE with Minimal Memory6.000.826, 5, 7PosterPoster
2159 Pay Better Attention to Attention: Head Selection in Multilingual and Multi-Domain Sequence Modeling6.000.716, 5, 7, 6PosterReject
2160 Label Disentanglement in Partition-based Extreme Multilabel Classification6.001.227, 4, 7, 6PosterPoster
2161 Locally private online change point detection6.000.006, 6, 6PosterPoster
2162 One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning Objective6.001.414, 7, 7PosterPoster
2163 PreferenceNet: Encoding Human Preferences in Auction Design with Deep Learning6.000.717, 5, 6, 6PosterPoster
2164 Analogous to Evolutionary Algorithm: Designing a Unified Sequence Model6.000.715, 6, 6, 7PosterPoster
2165 Stochastic L♮ -convex Function Minimization6.000.717, 6, 5, 6PosterPoster
2166 A Prototype-Oriented Framework for Unsupervised Domain Adaptation6.001.227, 7, 6, 4PosterPoster
2167 Training Neural Networks is ER-complete6.001.879, 5, 6, 4PosterPoster
2168 Interpretable agent communication from scratch (with a generic visual processor emerging on the side)6.001.415, 8, 5PosterPoster
2169 Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation6.001.227, 6, 4, 7PosterPoster
2170 Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer6.000.717, 5, 6, 6PosterPoster
2171 Neural Distance Embeddings for Biological Sequences6.001.224, 6, 7, 7PosterPoster
2172 On the interplay between data structure and loss function in classification problems6.000.827, 5, 6PosterPoster
2173 RED : Looking for Redundancies for Data-FreeStructured Compression of Deep Neural Networks6.000.826, 7, 5PosterPoster
2174 Focal Attention for Long-Range Interactions in Vision Transformers6.000.006, 6, 6, 6SpotlightSpotlight
2175 Invariance Principle Meets Information Bottleneck for Out-of-Distribution Generalization6.000.717, 6, 6, 5SpotlightSpotlight
2176 Amortized Synthesis of Constrained Configurations Using a Differentiable Surrogate6.001.876, 3, 7, 8SpotlightSpotlight
2177 Sequential Algorithms for Testing Closeness of Distributions6.000.006, 6, 6SpotlightSpotlight
2178 Collaborating with Humans without Human Data6.001.415, 8, 5SpotlightReject
2179 Clustering Effect of Adversarial Robust Models6.000.826, 7, 5SpotlightPoster
2180 Sliced Mutual Information: A Scalable Measure of Statistical Dependence6.001.227, 6, 7, 4SpotlightPoster
2181 3D Siamese Voxel-to-BEV Tracker for Sparse Point Clouds5.860.836, 7, 4, 6, 6, 6, 6PosterPoster
2182 Training Certifiably Robust Neural Networks with Efficient Local Lipschitz Bounds5.830.697, 6, 5, 5, 6, 6PosterPoster
2183 argmax centroid5.830.696, 6, 5, 5, 6, 7PosterPoster
2184 Generalization of Model-Agnostic Meta-Learning Algorithms: Recurring and Unseen Tasks5.830.906, 6, 6, 7, 6, 4PosterPoster
2185 When Expressivity Meets Trainability: Fewer than n Neurons Can Work5.800.405, 6, 6, 6, 6PosterReject
2186 A Unified View of cGANs with and without Classifiers5.800.406, 6, 5, 6, 6PosterPoster
2187 Scalars are universal: Equivariant machine learning, structured like classical physics5.800.984, 6, 7, 6, 6PosterPoster
2188 Stabilizing Deep Q-Learning with ConvNets and Vision Transformers under Data Augmentation5.800.986, 6, 7, 6, 4PosterPoster
2189 Stronger NAS with Weaker Predictors5.800.984, 6, 7, 6, 6PosterPoster
2190 Preserved central model for faster bidirectional compression in distributed settings5.800.405, 6, 6, 6, 6PosterPoster
2191 Evaluating model performance under worst-case subpopulations5.800.755, 5, 6, 6, 7PosterPoster
2192 Near Optimal Policy Optimization via REPS5.801.607, 4, 4, 8, 6PosterPoster
2193 Efficient Bayesian network structure learning via local Markov boundary search5.800.755, 7, 5, 6, 6PosterReject
2194 Natural continual learning: success is a journey, not (just) a destination5.800.755, 6, 5, 6, 7PosterPoster
2195 On Optimal Interpolation in Linear Regression5.751.097, 6, 6, 4PosterPoster
2196 Graph Neural Networks with Adaptive Residual5.750.435, 6, 6, 6PosterPoster
2197 Beyond Smoothness: Incorporating Low-Rank Analysis into Nonparametric Density Estimation5.750.837, 5, 5, 6PosterPoster
2198 Federated-EM with heterogeneity mitigation and variance reduction5.751.928, 7, 3, 5PosterPoster
2199 Tracking People with 3D Representations5.751.096, 4, 6, 7PosterPoster
2200 On the Out-of-distribution Generalization of Probabilistic Image Modelling5.750.436, 6, 5, 6PosterPoster
2201 Learning where to learn: Gradient sparsity in meta and continual learning5.750.436, 5, 6, 6PosterPoster
2202 Learnable Fourier Features for Multi-dimensional Spatial Positional Encoding5.750.436, 6, 5, 6PosterPoster
2203 On Learning Domain-Invariant Representations for Transfer Learning with Multiple Sources5.751.097, 6, 4, 6PosterReject
2204 DIB-R++: Learning to Predict Lighting and Material with a Hybrid Differentiable Renderer5.750.435, 6, 6, 6PosterPoster
2205 NAS-Bench-x11 and the Power of Learning Curves5.750.836, 5, 5, 7PosterPoster
2206 Multi-Agent Reinforcement Learning for Active Voltage Control on Power Distribution Networks5.750.436, 6, 6, 5PosterPoster
2207 Open Rule Induction5.750.837, 5, 5, 6PosterReject
2208 Integrating Tree Path in Transformer for Code Representation5.751.096, 7, 6, 4PosterPoster
2209 Revealing and Protecting Labels in Distributed Training5.751.097, 6, 6, 4PosterPoster
2210 Charting and Navigating the Space of Solutions for Recurrent Neural Networks5.750.435, 6, 6, 6PosterPoster
2211 Self-Supervised GANs with Label Augmentation5.750.835, 7, 5, 6PosterPoster
2212 Fast Axiomatic Attribution for Neural Networks5.751.304, 7, 7, 5PosterPoster
2213 Probability Paths and the Structure of Predictions over Time5.750.436, 6, 5, 6PosterPoster
2214 SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning5.750.436, 6, 6, 5PosterPoster
2215 Structured Dropout Variational Inference for Bayesian Neural Networks5.750.837, 6, 5, 5PosterPoster
2216 Post-Training Quantization for Vision Transformer5.751.643, 7, 6, 7PosterPoster
2217 Center Smoothing: Certified Robustness for Networks with Structured Outputs5.750.436, 6, 6, 5PosterPoster
2218 Multi-View Representation Learning via Total Correlation Objective5.750.436, 5, 6, 6PosterPoster
2219 Multiple Descent: Design Your Own Generalization Curve5.751.647, 7, 3, 6PosterPoster
2220 Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee5.750.436, 5, 6, 6PosterPoster
2221 RLlib Flow: Distributed Reinforcement Learning is a Dataflow Problem5.750.435, 6, 6, 6PosterPoster
2222 Bridging Non Co-occurrence with Unlabeled In-the-wild Data for Incremental Object Detection5.750.436, 6, 5, 6PosterPoster
2223 Can You Learn an Algorithm? Generalizing from Easy to Hard Problems with Recurrent Networks5.751.486, 8, 5, 4PosterPoster
2224 Limiting fluctuation and trajectorial stability of multilayer neural networks with mean field training5.750.436, 5, 6, 6PosterPoster
2225 DeepGEM: Generalized Expectation-Maximization for Blind Inversion5.751.794, 7, 4, 8PosterPoster
2226 REMIPS: Physically Consistent 3D Reconstruction of Multiple Interacting People under Weak Supervision5.751.094, 6, 7, 6PosterPoster
2227 OctField: Hierarchical Implicit Functions for 3D Modeling5.751.096, 7, 4, 6PosterPoster
2228 Towards Sample-efficient Overparameterized Meta-learning5.750.837, 5, 5, 6PosterPoster
2229 Can we globally optimize cross-validation loss? Quasiconvexity in ridge regression5.751.096, 4, 7, 6PosterPoster
2230 Scalable Thompson Sampling using Sparse Gaussian Process Models5.751.094, 6, 7, 6PosterPoster
2231 Fitting summary statistics of neural data with a differentiable spiking network simulator5.750.835, 7, 5, 6PosterPoster
2232 The Benefits of Implicit Regularization from SGD in Least Squares Problems5.750.836, 7, 5, 5PosterPoster
2233 On the Estimation Bias in Double Q-Learning5.751.097, 6, 6, 4PosterPoster
2234 The Role of Global Labels in Few-Shot Classification and How to Infer Them5.750.435, 6, 6, 6PosterPoster
2235 Object-Centric Representation Learning with Generative Spatial-Temporal Factorization5.750.436, 6, 6, 5PosterPoster
2236 The Image Local Autoregressive Transformer5.751.096, 4, 6, 7PosterPoster
2237 SalKG: Learning From Knowledge Graph Explanations for Commonsense Reasoning5.750.435, 6, 6, 6PosterPoster
2238 Robust Compressed Sensing MRI with Deep Generative Priors5.751.094, 6, 6, 7PosterPoster
2239 Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data5.751.096, 6, 4, 7PosterPoster
2240 Shapley Residuals: Quantifying the limits of the Shapley value for explanations5.751.304, 5, 7, 7PosterPoster
2241 When Is Unsupervised Disentanglement Possible?5.751.097, 4, 6, 6PosterPoster
2242 STEM: A Stochastic Two-Sided Momentum Algorithm Achieving Near-Optimal Sample and Communication Complexities for Federated Learning5.750.436, 6, 5, 6PosterReject
2243 Adaptive Denoising via GainTuning5.750.435, 6, 6, 6PosterPoster
2244 Continuous Latent Process Flows5.751.797, 8, 4, 4PosterPoster
2245 On Success and Simplicity: A Second Look at Transferable Targeted Attacks5.751.096, 4, 7, 6PosterPoster
2246 Distributed Saddle-Point Problems Under Data Similarity5.750.436, 5, 6, 6PosterReject
2247 Reformulating Zero-shot Action Recognition for Multi-label Actions5.750.436, 6, 6, 5PosterPoster
2248 A unified framework for bandit multiple testing5.750.836, 7, 5, 5PosterPoster
2249 Learning Graph Models for Retrosynthesis Prediction5.751.486, 8, 5, 4PosterPoster
2250 Efficient Training of Visual Transformers with Small Datasets5.750.436, 5, 6, 6PosterSpotlight
2251 A Winning Hand: Compressing Deep Networks Can Improve Out-of-Distribution Robustness5.751.094, 6, 7, 6PosterPoster
2252 Conditioning Sparse Variational Gaussian Processes for Online Decision-making5.750.835, 5, 6, 7PosterPoster
2253 End-to-end Multi-modal Video Temporal Grounding5.751.096, 7, 6, 4PosterPoster
2254 Grammar-Based Grounded Lexicon Learning5.751.647, 3, 7, 6PosterPoster
2255 Grammar-Based Grounded Lexicon Learning5.750.837, 5, 6, 5PosterPoster
2256 Exploring Social Posterior Collapse in Variational Autoencoder for Interaction Modeling5.751.096, 4, 6, 7PosterPoster
2257 Dueling Bandits with Team Comparisons5.750.835, 5, 7, 6PosterPoster
2258 Efficient Learning of Discrete-Continuous Computation Graphs5.751.096, 4, 7, 6PosterPoster
2259 A variational approximate posterior for the deep Wishart process5.750.837, 5, 5, 6PosterPoster
2260 Convex Polytope Trees and its Application to VAE5.751.798, 6, 6, 3PosterPoster
2261 Deep Learning with Label Differential Privacy5.751.484, 5, 8, 6PosterPoster
2262 Structure learning in polynomial time: Greedy algorithms, Bregman information, and exponential families5.751.484, 8, 6, 5PosterReject
2263 Dense Unsupervised Learning for Video Segmentation5.751.647, 7, 6, 3PosterPoster
2264 Unsupervised Object-Level Representation Learning from Scene Images5.751.097, 4, 6, 6PosterPoster
2265 Adversarial Robustness without Adversarial Training: A Teacher-Guided Curriculum Learning Approach5.750.835, 6, 5, 7PosterPoster
2266 Online Matching in Sparse Random Graphs: Non-Asymptotic Performances of Greedy Algorithm5.750.837, 5, 5, 6PosterPoster
2267 Unsupervised Object-Based Transition Models For 3D Partially Observable Environments5.751.484, 5, 8, 6PosterReject
2268 Understanding How Encoder-Decoder Architectures Attend5.750.436, 6, 5, 6PosterPoster
2269 On Episodes, Prototypical Networks, and Few-Shot Learning5.750.837, 5, 5, 6PosterPoster
2270 Design of Experiments for Stochastic Contextual Linear Bandits5.750.436, 6, 5, 6PosterPoster
2271 An Online Method for A Class of Distributionally Robust Optimization with Non-convex Objectives5.750.836, 7, 5, 5PosterPoster
2272 Bandit Quickest Changepoint Detection5.750.435, 6, 6, 6PosterReject
2273 Formalizing Generalization and Adversarial Robustness of Neural Networks to Weight Perturbations5.750.835, 5, 6, 7PosterPoster
2274 AutoGEL: An Automated Graph Neural Network with Explicit Link Information5.750.436, 5, 6, 6PosterPoster
2275 Detecting Moments and Highlights in Videos via Natural Language Queries5.750.836, 7, 5, 5PosterPoster
2276 Fair Sequential Selection Using Supervised Learning Models5.750.436, 5, 6, 6PosterPoster
2277 Learning Diverse Policies in MOBA Games via Macro-Goals5.750.836, 5, 5, 7PosterPoster
2278 Few-Shot Segmentation via Cycle-Consistent Transformer5.750.436, 6, 5, 6PosterPoster
2279 A Highly-Efficient Group Elastic Net Algorithm with an Application to Function-On-Scalar Regression5.751.097, 6, 6, 4PosterPoster
2280 Glance-and-Gaze Vision Transformer5.751.647, 3, 7, 6PosterPoster
2281 POODLE: Improving Few-shot Learning via Penalizing Out-of-Distribution Samples5.751.096, 7, 6, 4PosterPoster
2282 Towards Multi-Grained Explainability for Graph Neural Networks5.751.305, 7, 7, 4PosterReject
2283 Discovering Dynamic Salient Regions for Spatio-Temporal Graph Neural Networks5.751.307, 5, 4, 7PosterPoster
2284 Unifying Gradient Estimators for Meta-Reinforcement Learning via Off-Policy Evaluation5.751.096, 4, 7, 6PosterPoster
2285 Improving Visual Quality of Image Synthesis by A Token-based Generator with Transformers5.750.436, 6, 5, 6PosterPoster
2286 Towards Scalable Unpaired Virtual Try-On via Patch-Routed Spatially-Adaptive GAN5.751.796, 6, 8, 3PosterPoster
2287 Compressed Video Contrastive Learning5.751.097, 6, 4, 6PosterPoster
2288 Meta-Learning Reliable Priors in the Function Space5.751.097, 6, 6, 4PosterPoster
2289 Learning-Augmented Dynamic Power Management with Multiple States via New Ski Rental Bounds5.750.436, 6, 5, 6PosterPoster
2290 Matrix encoding networks for neural combinatorial optimization5.750.835, 5, 7, 6PosterPoster
2291 Coordinated Proximal Policy Optimization5.750.836, 5, 5, 7PosterPoster
2292 Fast Routing under Uncertainty: Adaptive Learning in Congestion Games via Exponential Weights5.750.436, 6, 5, 6PosterPoster
2293 Deep Bandits Show-Off: Simple and Efficient Exploration with Deep Networks5.750.837, 5, 5, 6PosterReject
2294 Stochastic bandits with groups of similar arms.5.750.835, 7, 5, 6PosterPoster
2295 CogView: Mastering Text-to-Image Generation via Transformers5.750.436, 5, 6, 6PosterPoster
2296 Exploring Forensic Dental Identification with Deep Learning5.751.307, 4, 5, 7PosterPoster
2297 One Explanation is Not Enough: Structured Attention Graphs for Image Classification5.751.096, 7, 6, 4PosterPoster
2298 A mechanistic multi-area recurrent network model of decision-making5.751.797, 8, 4, 4PosterReject
2299 Adversarial Examples Make Strong Poisons5.751.094, 7, 6, 6PosterPoster
2300 Controllable and Compositional Generation with Latent-Space Energy-Based Models5.751.097, 4, 6, 6PosterPoster
2301 Deformable Butterfly: A Highly Structured and Sparse Linear Transform5.751.096, 6, 7, 4PosterPoster
2302 Locally Valid and Discriminative Prediction Intervals for Deep Learning Models5.751.647, 7, 6, 3PosterPoster
2303 HyperSPNs: Compact and Expressive Probabilistic Circuits5.751.307, 4, 5, 7PosterPoster
2304 A nonparametric method for gradual change problems with statistical guarantees5.750.436, 5, 6, 6PosterReject
2305 TriBERT: Human-centric Audio-visual Representation Learning5.750.435, 6, 6, 6PosterPoster
2306 Non-asymptotic convergence bounds for Wasserstein approximation using point clouds5.750.835, 5, 7, 6PosterReject
2307 A Little Robustness Goes a Long Way: Leveraging Robust Features for Targeted Transfer Attacks5.750.835, 6, 5, 7PosterPoster
2308 Dynamical Wasserstein Barycenters for Time-series Modeling5.750.836, 5, 5, 7PosterPoster
2309 An Uncertainty Principle is a Price of Privacy-Preserving Microdata5.750.835, 6, 7, 5PosterPoster
2310 A No-go Theorem for Robust Acceleration in the Hyperbolic Plane5.751.307, 7, 5, 4PosterPoster
2311 On Component Interactions in Two-Stage Recommender Systems5.750.837, 5, 5, 6PosterPoster
2312 OSOA: One-Shot Online Adaptation of Deep Generative Models for Lossless Compression5.751.794, 4, 8, 7PosterPoster
2313 Differentiable rendering with perturbed optimizers5.751.096, 4, 6, 7PosterPoster
2314 Cross-view Geo-localization with Layer-to-Layer Transformer5.751.097, 6, 6, 4PosterPoster
2315 Numerical influence of ReLU’(0) on backpropagation5.751.643, 7, 7, 6PosterPoster
2316 Model-Based Episodic Memory Induces Dynamic Hybrid Controls5.750.436, 5, 6, 6PosterPoster
2317 Inverse Reinforcement Learning in a Continuous State Space with Formal Guarantees5.750.436, 5, 6, 6PosterPoster
2318 Provably Efficient Causal Reinforcement Learning with Confounded Observational Data5.750.436, 6, 6, 5PosterPoster
2319 Deep Conditional Gaussian Mixture Model for Constrained Clustering5.751.307, 4, 7, 5PosterPoster
2320 Deep Conditional Gaussian Mixture Model for Constrained Clustering5.751.097, 4, 6, 6PosterReject
2321 Integrating Expert ODEs into Neural ODEs: Pharmacology and Disease Progression5.751.096, 7, 6, 4PosterPoster
2322 On Memorization in Probabilistic Deep Generative Models5.750.435, 6, 6, 6PosterPoster
2323 Mixture weights optimisation for Alpha-Divergence Variational Inference5.751.094, 6, 6, 7PosterPoster
2324 ResT: An Efficient Transformer for Visual Recognition5.750.436, 6, 6, 5PosterPoster
2325 Self-Supervised Multi-Object Tracking with Cross-input Consistency5.751.307, 7, 4, 5PosterPoster
2326 Learning Dynamic Graph Representation of Brain Connectome with Spatio-Temporal Attention5.751.647, 6, 3, 7PosterPoster
2327 Optimizing Reusable Knowledge for Continual Learning via Metalearning5.750.837, 6, 5, 5PosterReject
2328 Large-Scale Wasserstein Gradient Flows5.750.436, 5, 6, 6PosterPoster
2329 Sparse Quadratic Optimisation over the Stiefel Manifold with Application to Permutation Synchronisation5.751.097, 6, 6, 4PosterPoster
2330 Improving Generalization in Meta-RL with Imaginary Tasks from Latent Dynamics Mixture5.750.835, 7, 6, 5PosterPoster
2331 Learning on Random Balls is Sufficient for Estimating (Some) Graph Parameters5.750.836, 5, 5, 7PosterPoster
2332 Deeply Shared Filter Bases for Parameter-Efficient Convolutional Neural Networks5.750.436, 5, 6, 6PosterPoster
2333 Post-Training Sparsity-Aware Quantization5.750.837, 5, 5, 6PosterPoster
2334 Momentum Centering and Asynchronous Update for Adaptive Gradient Methods5.750.835, 5, 6, 7PosterPoster
2335 Learning from Inside: Self-driven Siamese Sampling and Reasoning for Video Question Answering5.750.836, 5, 7, 5PosterPoster
2336 MLP-Mixer: An all-MLP Architecture for Vision5.750.435, 6, 6, 6PosterPoster
2337 Conic Blackwell Algorithm: Parameter-Free Convex-Concave Saddle-Point Solving5.751.097, 4, 6, 6PosterPoster
2338 Latent Execution for Neural Program Synthesis Beyond Domain-Specific Languages5.751.094, 7, 6, 6PosterPoster
2339 Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer5.751.307, 7, 4, 5PosterPoster
2340 Grounding Spatio-Temporal Language with Transformers5.751.094, 7, 6, 6PosterPoster
2341 Lower Bounds and Optimal Algorithms for Smooth and Strongly Convex Decentralized Optimization Over Time-Varying Networks5.751.305, 8, 5, 5PosterPoster
2342 On the Value of Infinite Gradients in Variational Autoencoder Models5.750.436, 5, 6, 6SpotlightReject
2343 Two steps to risk sensitivity5.751.485, 4, 8, 6SpotlightSpotlight
2344 Finite Sample Analysis of Average-Reward TD Learning and Q -Learning5.670.945, 5, 7PosterReject
2345 Asymptotics of the Bootstrap via Stability with Applications to Inference with Model Selection5.670.945, 5, 7PosterReject
2346 Learning Signal-Agnostic Implicit Manifolds5.670.476, 5, 6PosterPoster
2347 Divergence Frontiers for Generative Models: Sample Complexity, Quantization Effects, and Frontier Integrals5.670.476, 6, 5PosterPoster
2348 Rethinking Neural Operations for Diverse Tasks5.671.897, 3, 7PosterPoster
2349 INDIGO: GNN-Based Inductive Knowledge Graph Completion Using Pair-Wise Encoding5.670.476, 6, 5PosterPoster
2350 FastCorrect: Fast Error Correction with Edit Alignment for Automatic Speech Recognition5.670.476, 5, 6PosterPoster
2351 Teaching an Active Learner with Contrastive Examples5.670.475, 6, 6PosterPoster
2352 Fast Certified Robust Training with Short Warmup5.670.476, 5, 6PosterPoster
2353 Look at the Variance! Efficient Black-box Explanations with Sobol-based Sensitivity Analysis5.671.254, 7, 6PosterPoster
2354 Contextual Recommendations and Low-Regret Cutting-Plane Algorithms5.672.056, 3, 8PosterReject
2355 SQALER: Scaling Question Answering by Decoupling Multi-Hop and Logical Reasoning5.671.257, 4, 6PosterPoster
2356 IA-RED 2 : Interpretability-Aware Redundancy Reduction for Vision Transformers5.671.257, 6, 4PosterPoster
2357 Batch Active Learning at Scale5.672.053, 8, 6PosterPoster
2358 Pooling by Sliced-Wasserstein Embedding5.671.705, 8, 4PosterReject
2359 Gaussian Kernel Mixture Network for Single Image Defocus Deblurring5.671.257, 4, 6PosterReject
2360 Dataset Distillation with Infinitely Wide Convolutional Networks5.670.475, 6, 6PosterReject
2361 Deep Neural Networks as Point Estimates for Deep Gaussian Processes5.670.945, 5, 7PosterPoster
2362 Referring Transformer: A One-step Approach to Multi-task Visual Grounding5.670.945, 7, 5PosterReject
2363 Bandit Quickest Changepoint Detection5.670.945, 7, 5PosterPoster
2364 Balanced Chamfer Distance as a Comprehensive Metric for Point Cloud Completion5.670.475, 6, 6PosterPoster
2365 Multimodal Virtual Point 3D Detection5.671.254, 7, 6PosterPoster
2366 Speech-T: Transducer for Text to Speech and Beyond5.670.475, 6, 6PosterPoster
2367 Learning with Labeling Induced Abstentions5.670.476, 5, 6PosterPoster
2368 Neural Bootstrapper5.671.897, 3, 7PosterPoster
2369 On the Provable Generalization of Recurrent Neural Networks5.670.476, 6, 5PosterPoster
2370 Contrastive Graph Poisson Networks: Semi-Supervised Learning with Extremely Limited Labels5.671.257, 4, 6PosterPoster
2371 PettingZoo: Gym for Multi-Agent Reinforcement Learning5.670.947, 5, 5PosterPoster
2372 Reinforcement Learning Enhanced Explainer for Graph Neural Networks5.670.476, 5, 6PosterPoster
2373 Physics-Integrated Variational Autoencoders for Robust and Interpretable Generative Modeling5.671.256, 7, 4PosterPoster
2374 Disrupting Deep Uncertainty Estimation Without Harming Accuracy5.670.947, 5, 5PosterReject
2375 Understanding Negative Samples in Instance Discriminative Self-supervised Representation Learning5.670.476, 6, 5PosterPoster
2376 Topographic VAEs learn Equivariant Capsules5.670.476, 6, 5PosterPoster
2377 A Gaussian Process-Bayesian Bernoulli Mixture Model for Multi-Label Active Learning5.670.476, 6, 5PosterReject
2378 Making the most of your day: online learning for optimal allocation of time5.671.257, 4, 6PosterPoster
2379 Joint Semantic Mining for Weakly Supervised RGB-D Salient Object Detection5.670.476, 6, 5PosterPoster
2380 Progressive Coordinate Transforms for Monocular 3D Object Detection5.672.056, 8, 3PosterPoster
2381 What can linearized neural networks actually say about generalization?5.670.947, 5, 5PosterPoster
2382 Generalized and Discriminative Few-Shot Object Detection via SVD-Dictionary Enhancement5.670.476, 5, 6PosterPoster
2383 Combinatorial Optimization for Panoptic Segmentation: A Fully Differentiable Approach5.601.503, 6, 7, 7, 5PosterReject
2384 CoFiNet: Reliable Coarse-to-fine Correspondences for Robust PointCloud Registration5.601.025, 4, 6, 7, 6PosterPoster
2385 Locally differentially private estimation of functionals of discrete distributions5.600.806, 7, 5, 5, 5PosterReject
2386 Risk-Averse Bayes-Adaptive Reinforcement Learning5.601.026, 7, 5, 4, 6PosterReject
2387 Adaptive Ensemble Q-learning: Minimizing Estimation Bias via Error Feedback5.601.027, 6, 6, 4, 5PosterPoster
2388 Conformal Bayesian Computation5.601.367, 4, 6, 7, 4PosterPoster
2389 Fast and accurate randomized algorithms for low-rank tensor decompositions5.600.496, 6, 6, 5, 5PosterPoster
2390 Fixes That Fail: Self-Defeating Improvements in Machine-Learning Systems5.601.507, 7, 5, 3, 6PosterPoster
2391 An Improved Analysis of Gradient Tracking for Decentralized Machine Learning5.501.664, 8, 4, 6PosterPoster
2392 Non-local Latent Relation Distillation for Self-Adaptive 3D Human Pose Estimation5.500.876, 6, 6, 4PosterPoster
2393 Decoupling the Depth and Scope of Graph Neural Networks5.501.126, 5, 7, 4PosterReject
2394 XDO: A Double Oracle Algorithm for Extensive-Form Games5.500.505, 6, 6, 5PosterPoster
2395 Meta-Learning the Search Distribution of Black-Box Random Search Based Adversarial Attacks5.500.506, 5, 6, 5PosterPoster
2396 UCB-based Algorithms for Multinomial Logistic Regression Bandits5.500.505, 5, 6, 6PosterPoster
2397 Probability Paths and the Structure of Predictions over Time5.500.877, 5, 5, 5PosterReject
2398 Towards Understanding Cooperative Multi-Agent Q-Learning with Value Factorization5.500.874, 6, 6, 6PosterPoster
2399 Low-Rank Constraints for Fast Inference in Structured Models5.501.125, 6, 4, 7PosterReject
2400 Fast Doubly-Adaptive MCMC to Estimate the Gibbs Partition Function with Weak Mixing Time Bounds5.501.125, 6, 4, 7PosterPoster
2401 TNASP: A Transformer-based NAS Predictor with a Self-evolution Framework5.500.506, 5, 5, 6PosterPoster
2402 Interventional Sum-Product Networks: Causal Inference with Tractable Probabilistic Models5.500.505, 6, 5, 6PosterPoster
2403 Brick-by-Brick: Combinatorial Construction with Deep Reinforcement Learning5.501.125, 7, 6, 4PosterPoster
2404 Meta-learning to Improve Pre-training5.500.505, 6, 5, 6PosterPoster
2405 MobILE: Model-Based Imitation Learning From Observation Alone5.500.876, 6, 4, 6PosterPoster
2406 UniDoc: Unified Pretraining Framework for Document Understanding5.500.876, 4, 6, 6PosterPoster
2407 A/B/n Testing with Control in the Presence of Subpopulations5.500.875, 5, 7, 5PosterPoster
2408 Reliable and Trustworthy Machine Learning for Health Using Dataset Shift Detection5.500.876, 4, 6, 6PosterPoster
2409 Sharp Impossibility Results for Hyper-graph Testing5.500.505, 5, 6, 6PosterPoster
2410 Biological key-value memory networks5.500.506, 5, 5, 6PosterReject
2411 Space-time Mixing Attention for Video Transformer5.500.874, 6, 6, 6PosterPoster
2412 Solving Min-Max Optimization with Hidden Structure via Gradient Descent Ascent5.501.125, 6, 7, 4PosterPoster
2413 Learning to Adapt via Latent Domains for Adaptive Semantic Segmentation5.501.125, 6, 4, 7PosterPoster
2414 Dataset Distillation with Infinitely Wide Convolutional Networks5.500.506, 5, 6, 5PosterPoster
2415 ParK: Sound and Efficient Kernel Ridge Regression by Feature Space Partitions5.500.877, 5, 5, 5PosterReject
2416 Leveraging the Inductive Bias of Large Language Models for Abstract Textual Reasoning5.501.506, 3, 7, 6PosterPoster
2417 STORM+: Fully Adaptive SGD with Recursive Momentum for Nonconvex Optimization5.500.505, 6, 6, 5PosterPoster
2418 A Mathematical Framework for Quantifying Transferability in Multi-source Transfer Learning5.500.506, 5, 6, 5PosterReject
2419 Post-processing for Individual Fairness5.501.124, 6, 5, 7PosterReject
2420 Offline Model-based Adaptable Policy Learning5.500.876, 6, 4, 6PosterPoster
2421 Provably Efficient Reinforcement Learning with Linear Function Approximation under Adaptivity Constraints5.500.505, 6, 6, 5PosterReject
2422 Going Beyond Linear RL: Sample Efficient Neural Function Approximation5.501.506, 3, 7, 6PosterPoster
2423 On Locality of Local Explanation Models5.501.507, 6, 6, 3PosterReject
2424 Differentially Private Federated Bayesian Optimization with Distributed Exploration5.500.505, 5, 6, 6PosterReject
2425 Learning Tree Interpretation from Object Representation for Deep Reinforcement Learning5.500.876, 6, 6, 4PosterReject
2426 Dual Progressive Prototype Network for Generalized Zero-Shot Learning5.500.506, 6, 5, 5PosterReject
2427 A PAC-Bayes Analysis of Adversarial Robustness5.500.876, 6, 6, 4PosterReject
2428 Reconstruction for Powerful Graph Representations5.501.124, 5, 6, 7PosterPoster
2429 Faster Non-asymptotic Convergence for Double Q-learning5.501.126, 7, 5, 4PosterReject
2430 Class-Incremental Learning via Dual Augmentation5.500.876, 6, 4, 6PosterPoster
2431 Evaluating State-of-the-Art Classification Models Against Bayes Optimality5.500.505, 6, 6, 5PosterReject
2432 Adversarial Attack Generation Empowered by Min-Max Optimization5.500.965, 6, 4, 6, 7, 5PosterPoster
2433 On the Theory of Reinforcement Learning with Once-per-Episode Feedback5.501.124, 7, 6, 5PosterPoster
2434 A Geometric Structure of Acceleration and Its Role in Making Gradients Small Fast5.502.067, 7, 2, 6PosterPoster
2435 Hyperparameter Optimization Is Deceiving Us, and How to Stop It5.501.125, 4, 7, 6PosterPoster
2436 Continuous Doubly Constrained Batch Reinforcement Learning5.500.506, 6, 5, 5PosterReject
2437 Beyond the Signs: Nonparametric Tensor Completion via Sign Series5.501.126, 5, 7, 4PosterPoster
2438 Fast and Memory Efficient Differentially Private-SGD via JL Projections5.501.507, 3, 6, 6PosterPoster
2439 Capturing implicit hierarchical structure in 3D biomedical images with self-supervised hyperbolic representations5.500.876, 6, 6, 4PosterPoster
2440 GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement5.501.127, 6, 5, 4PosterReject
2441 Multilingual Pre-training with Universal Dependency Learning5.501.126, 7, 5, 4PosterReject
2442 How Data Augmentation affects Optimization for Linear Regression5.501.503, 6, 6, 7PosterPoster
2443 Fast Training of Neural Lumigraph Representations using Meta Learning5.501.803, 8, 6, 5PosterPoster
2444 Reward-Free Model-Based Reinforcement Learning with Linear Function Approximation5.500.505, 6, 6, 5PosterReject
2445 Contrastive Reinforcement Learning of Symbolic Reasoning Domains5.501.124, 6, 7, 5PosterPoster
2446 Diffusion Normalizing Flow5.501.668, 4, 6, 4PosterPoster
2447 Exploiting Domain-Specific Features to Enhance Domain Generalization5.501.125, 7, 6, 4PosterReject
2448 Variational Bayesian Reinforcement Learning with Regret Bounds5.500.876, 6, 4, 6PosterPoster
2449 Artistic Style Transfer with Internal-external Learning and Contrastive Learning5.501.506, 3, 7, 6PosterPoster
2450 Optimizing Reusable Knowledge for Continual Learning via Metalearning5.500.505, 6, 5, 6PosterPoster
2451 BCORLE( λ ): An Offline Reinforcement Learning and Evaluation Framework for Coupons Allocation in E-commerce Market5.501.124, 6, 7, 5PosterReject
2452 Fast Policy Extragradient Methods for Competitive Games with Entropy Regularization5.501.127, 4, 5, 6PosterReject
2453 Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation5.500.876, 4, 6, 6PosterPoster
2454 Grounding Spatio-Temporal Language with Transformers5.501.124, 6, 7, 5PosterReject
2455 Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning5.500.506, 5, 5, 6SpotlightReject
2456 Generic Neural Architecture Search via Regression5.501.506, 6, 3, 7SpotlightSpotlight
2457 Generalized Depthwise-Separable Convolutions for Adversarially Robust and Efficient Neural Networks5.501.507, 6, 6, 3SpotlightPoster
2458 Don’t Generate Me: Training Differentially Private Generative Models with Sinkhorn Divergence5.401.025, 4, 6, 7, 5PosterPoster
2459 Finding Optimal Tangent Points for Reducing Distortions of Hard-label Attacks5.401.367, 3, 6, 5, 6PosterPoster
2460 Coupled Gradient Estimators for Discrete Latent Variables5.400.806, 5, 6, 4, 6PosterPoster
2461 Efficient Training of Visual Transformers with Small Datasets5.401.025, 4, 7, 6, 5PosterReject
2462 On Robust Optimal Transport: Computational Complexity and Barycenter Computation5.400.805, 6, 6, 4, 6PosterPoster
2463 Efficient Neural Network Training via Forward and Backward Propagation Sparsification5.401.364, 7, 5, 7, 4PosterPoster
2464 Nested Graph Neural Networks5.401.206, 4, 7, 4, 6PosterPoster
2465 Navigating to the Best Policy in Markov Decision Processes5.400.806, 6, 4, 6, 5PosterPoster
2466 Asymptotically Exact Error Characterization of Offline Policy Evaluation with Misspecified Linear Models5.400.806, 4, 6, 6, 5PosterPoster
2467 One More Step Towards Reality: Cooperative Bandits with Imperfect Communication5.330.476, 5, 5PosterReject
2468 Domain Invariant Representation Learning with Domain Density Transformations5.330.946, 6, 4PosterPoster
2469 How does a Neural Network's Architecture Impact its Robustness to Noisy Labels?5.331.706, 7, 3PosterReject
2470 Optimization-Based Algebraic Multigrid Coarsening Using Reinforcement Learning5.330.946, 6, 4PosterPoster
2471 Asymptotically Best Causal Effect Identification with Multi-Armed Bandits5.331.257, 4, 5PosterPoster
2472 Dealing With Misspecification In Fixed-Confidence Linear Top-m Identification5.330.946, 6, 4PosterReject
2473 An Efficient Transfer Learning Framework for Multiagent Reinforcement Learning5.330.475, 5, 6PosterPoster
2474 Exponential Separation between Two Learning Models and Adversarial Robustness5.330.475, 6, 5PosterReject
2475 Discrete-Valued Neural Communication5.332.367, 2, 7PosterPoster
2476 Nested Variational Inference5.330.476, 5, 5PosterReject
2477 Adversarial Training Helps Transfer Learning via Better Representations5.330.475, 6, 5PosterPoster
2478 On Plasticity, Invariance, and Mutually Frozen Weights in Sequential Task Learning5.330.946, 6, 4PosterPoster
2479 Deep Explicit Duration Switching Models for Time Series5.331.255, 7, 4PosterPoster
2480 ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias5.330.475, 5, 6PosterReject
2481 Distilling Image Classifiers in Object Detectors5.331.255, 4, 7PosterPoster
2482 Reinforcement Learning in Linear MDPs: Constant Regret and Representation Selection5.330.476, 5, 5PosterReject
2483 Spot the Difference: Detection of Topological Changes via Geometric Alignment5.331.255, 7, 4PosterPoster
2484 Low-Fidelity Video Encoder Optimization for Temporal Action Localization5.330.475, 6, 5PosterReject
2485 Topology-Imbalance Learning for Semi-Supervised Node Classification5.330.475, 6, 5PosterReject
2486 Predicting Deep Neural Network Generalization with Perturbation Response Curves5.332.058, 5, 3PosterPoster
2487 Dimensionality Reduction for Wasserstein Barycenter5.331.703, 6, 7PosterReject
2488 Discerning Decision-Making Process of Deep Neural Networks with Hierarchical Voting Transformation5.332.053, 5, 8PosterPoster
2489 The Emergence of Objectness: Learning Zero-shot Segmentation from Videos5.250.435, 6, 5, 5PosterPoster
2490 Stability & Generalisation of Gradient Descent for Shallow Neural Networks without the Neural Tangent Kernel5.250.835, 4, 6, 6PosterPoster
2491 DIB-R++: Learning to Predict Lighting and Material with a Hybrid Differentiable Renderer5.250.435, 5, 6, 5PosterReject
2492 Identifiability in inverse reinforcement learning5.250.834, 6, 5, 6PosterPoster
2493 Multi-Person 3D Motion Prediction with Multi-Range Transformers5.250.836, 5, 4, 6PosterReject
2494 Faster Directional Convergence of Linear Neural Networks under Spherically Symmetric Data5.250.836, 4, 6, 5PosterPoster
2495 Associative Memories via Predictive Coding5.250.435, 5, 6, 5PosterPoster
2496 Post-Training Quantization for Vision Transformer5.250.834, 6, 6, 5PosterReject
2497 Constrained Two-step Look-Ahead Bayesian Optimization5.250.836, 4, 5, 6PosterReject
2498 NeRS: Neural Reflectance Surfaces for Sparse-view 3D Reconstruction in the Wild5.250.835, 6, 6, 4PosterPoster
2499 Row-clustering of a Point Process-valued Matrix5.251.094, 7, 5, 5PosterReject
2500 SIMILAR: Submodular Information Measures Based Active Learning In Realistic Scenarios5.250.436, 5, 5, 5PosterReject
2501 ErrorCompensatedX: error compensation for variance reduced algorithms5.250.435, 6, 5, 5PosterReject
2502 Do Vision Transformers See Like Convolutional Neural Networks?5.250.835, 6, 6, 4PosterReject
2503 Differentially Private Learning with Adaptive Clipping5.250.835, 4, 6, 6PosterPoster
2504 Analytical Study of Momentum-Based Acceleration Methods in Paradigmatic High-Dimensional Non-Convex Problems5.251.487, 5, 3, 6PosterPoster
2505 End-to-End Weak Supervision5.250.435, 5, 5, 6PosterPoster
2506 Entropic Desired Dynamics for Intrinsic Control5.250.435, 5, 6, 5PosterReject
2507 On the Equivalence between Neural Network and Support Vector Machine5.250.835, 4, 6, 6PosterPoster
2508 Permutation-Invariant Variational Autoencoder for Graph-Level Representation Learning5.250.836, 5, 4, 6PosterReject
2509 Reusing Combinatorial Structure: Faster Iterative Projections over Submodular Base Polytopes5.250.836, 5, 4, 6PosterReject
2510 Efficient Learning of Discrete-Continuous Computation Graphs5.251.094, 5, 7, 5PosterReject
2511 Stochastic Online Linear Regression: the Forward Algorithm to Replace Ridge5.250.435, 5, 6, 5PosterReject
2512 Combining Latent Space and Structured Kernels for Bayesian Optimization over Combinatorial Spaces5.251.306, 4, 7, 4PosterReject
2513 Gaussian Kernel Mixture Network for Single Image Defocus Deblurring5.251.483, 6, 7, 5PosterPoster
2514 How to transfer algorithmic reasoning knowledge to learn new algorithms?5.250.836, 5, 4, 6PosterPoster
2515 Rethinking the Variational Interpretation of Accelerated Optimization Methods5.251.304, 6, 4, 7PosterPoster
2516 Rethinking the Pruning Criteria for Convolutional Neural Network5.251.304, 7, 6, 4PosterPoster
2517 Reinforcement learning for optimization of variational quantum circuit architectures5.251.306, 4, 4, 7PosterPoster
2518 NeRV: Neural Representations for Videos5.251.097, 4, 5, 5PosterPoster
2519 Shift Invariance Can Reduce Adversarial Robustness5.251.306, 6, 6, 3PosterPoster
2520 An online passive-aggressive algorithm for difference-of-squares classification5.251.483, 6, 5, 7PosterPoster
2521 Achieving Rotational Invariance with Bessel-Convolutional Neural Networks5.251.645, 4, 8, 4PosterReject
2522 Shared Independent Component Analysis for Multi-Subject Neuroimaging5.250.836, 4, 5, 6PosterPoster
2523 Sim and Real: Better Together5.251.307, 6, 4, 4PosterPoster
2524 Integrating Expert ODEs into Neural ODEs: Pharmacology and Disease Progression5.251.644, 4, 5, 8PosterReject
2525 Low-Rank Extragradient Method for Nonsmooth and Low-Rank Matrix Optimization Problems5.250.435, 5, 6, 5PosterReject
2526 Batch Multi-Fidelity Bayesian Optimization with Deep Auto-Regressive Networks5.251.304, 4, 6, 7PosterPoster
2527 Evaluation of Human-AI Teams for Learned and Rule-Based Agents in Hanabi5.250.435, 5, 6, 5PosterReject
2528 Localization with Sampling-Argmax5.251.095, 7, 5, 4PosterReject
2529 Locally private online change point detection5.251.483, 7, 5, 6PosterReject
2530 Learning from Inside: Self-driven Siamese Sampling and Reasoning for Video Question Answering5.250.435, 5, 6, 5PosterReject
2531 Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation5.250.435, 5, 6, 5SpotlightReject
2532 Adversarial Robustness with Non-uniform Perturbations5.200.405, 5, 5, 6, 5PosterReject
2533 VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text5.200.986, 6, 4, 4, 6PosterPoster
2534 Gradient Starvation: A Learning Proclivity in Neural Networks5.201.604, 5, 7, 7, 3PosterReject
2535 Skipping the Frame-Level: Event-Based Piano Transcription With Neural Semi-CRFs5.000.715, 6, 5, 4PosterReject
2536 SADGA: Structure-Aware Dual Graph Aggregation Network for Text-to-SQL5.000.714, 5, 5, 6PosterReject
2537 VigDet: Knowledge Informed Neural Temporal Point Process for Coordination Detection on Social Media5.000.714, 5, 5, 6PosterReject
2538 Generalized DataWeighting via Class-Level Gradient Manipulation5.000.005, 5, 5, 5PosterReject
2539 Integrating Tree Path in Transformer for Code Representation5.001.414, 4, 7PosterReject
2540 Towards a Theoretical Framework of Out-of-Distribution Generalization5.000.715, 4, 6, 5PosterReject
2541 Learning High-Precision Bounding Box for Rotated Object Detection via Kullback-Leibler Divergence5.002.166, 7, 2PosterPoster
2542 Handling Long-tailed Feature Distribution in AdderNets5.000.715, 5, 6, 4PosterReject
2543 The Out-of-Distribution Problem in Explainability and Search Methods for Feature Importance Explanations5.001.225, 3, 6, 6PosterPoster
2544 An Empirical Study of Adder Neural Networks for Object Detection5.001.637, 5, 3PosterReject
2545 An Empirical Study of Adder Neural Networks for Object Detection5.000.716, 4, 5, 5PosterPoster
2546 Rebooting ACGAN: Auxiliary Classifier GANs with Stable Training5.001.225, 7, 4, 4PosterReject
2547 Optimization-Based Algebraic Multigrid Coarsening Using Reinforcement Learning5.001.584, 7, 6, 3PosterReject
2548 Efficient Active Learning for Gaussian Process Classification by Error Reduction5.000.005, 5, 5PosterReject
2549 Distributionally Robust Imitation Learning5.000.716, 5, 5, 4PosterReject
2550 Adversarial Reweighting for Partial Domain Adaptation5.000.005, 5, 5PosterReject
2551 Accelerating Quadratic Optimization with Reinforcement Learning5.002.455, 1, 7, 7PosterPoster
2552 Online Knapsack with Frequency Predictions5.001.414, 4, 7PosterReject
2553 PolarStream: Streaming Object Detection and Segmentation with Polar Pillars5.000.005, 5, 5PosterReject
2554 Meta-Adaptive Nonlinear Control: Theory and Algorithms5.001.004, 6, 6, 4PosterReject
2555 On Contrastive Representations of Stochastic Processes5.000.715, 4, 6, 5PosterPoster
2556 Pipeline Combinators for Gradual AutoML5.001.873, 8, 5, 4PosterReject
2557 Balanced Chamfer Distance as a Comprehensive Metric for Point Cloud Completion5.000.005, 5, 5, 5PosterReject
2558 Observation-Free Attacks on Stochastic Bandits5.000.824, 5, 6PosterPoster
2559 Chebyshev-Cantelli PAC-Bayes-Bennett Inequality for the Weighted Majority Vote5.000.005, 5, 5, 5PosterReject
2560 POODLE: Improving Few-shot Learning via Penalizing Out-of-Distribution Samples5.000.715, 6, 5, 4PosterReject
2561 Directed Graph Contrastive Learning5.000.715, 4, 6, 5PosterReject
2562 The Hardness Analysis of Thompson Sampling for Combinatorial Semi-bandits with Greedy Oracle5.001.224, 5, 4, 7PosterReject
2563 Automated Discovery of Adaptive Attacks on Adversarial Defenses5.000.715, 4, 5, 6PosterPoster
2564 FACMAC: Factored Multi-Agent Centralised Policy Gradients5.002.837, 1, 7PosterReject
2565 On the Theory of Reinforcement Learning with Once-per-Episode Feedback5.000.714, 5, 5, 6PosterReject
2566 CoAtNet: Marrying Convolution and Attention for All Data Sizes5.000.715, 6, 5, 4PosterReject
2567 Conditional Generation Using Polynomial Expansions5.001.224, 5, 7, 4PosterReject
2568 Continuous vs. Discrete Optimization of Deep Neural Networks5.001.586, 7, 3, 4SpotlightReject
2569 Learning Disentangled Behavior Embeddings5.000.825, 6, 4SpotlightReject
2570 Extending Lagrangian and Hamiltonian Neural Networks with Differentiable Contact Models4.800.984, 4, 6, 4, 6PosterReject
2571 Program Synthesis Guided Reinforcement Learning for Partially Observed Environments4.801.175, 4, 4, 4, 7SpotlightReject
2572 Directional Message Passing on Molecular Graphs via Synthetic Coordinates4.751.303, 6, 4, 6PosterPoster
2573 Probabilistic Entity Representation Model for Reasoning over Knowledge Graphs4.750.435, 4, 5, 5PosterReject
2574 Machine versus Human Attention in Deep Reinforcement Learning Tasks4.751.487, 5, 3, 4PosterReject
2575 Minibatch and Momentum Model-based Methods for Stochastic Weakly Convex Optimization4.751.306, 4, 6, 3PosterReject
2576 Parallelizing Thompson Sampling4.751.096, 3, 5, 5PosterReject
2577 Machine learning structure preserving brackets for forecasting irreversible processes4.751.095, 5, 6, 3PosterReject
2578 Distributional Reinforcement Learning for Multi-Dimensional Reward Functions4.751.095, 3, 6, 5PosterReject
2579 Exploring Cross-Video and Cross-Modality Signals for Weakly-Supervised Audio-Visual Video Parsing4.750.836, 5, 4, 4PosterReject
2580 Learning to Generate Visual Questions with Noisy Supervision4.750.435, 5, 4, 5PosterReject
2581 Residual2Vec: Debiasing graph embedding with random graphs4.750.836, 4, 5, 4PosterReject
2582 Using Random Effects to Account for High-Cardinality Categorical Features and Repeated Measures in Deep Neural Networks4.750.834, 4, 5, 6PosterPoster
2583 A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs4.751.483, 5, 4, 7PosterPoster
2584 Emergent Discrete Communication in Semantic Spaces4.750.834, 6, 4, 5PosterReject
2585 FMMformer: Efficient and Flexible Transformer via Decomposed Near-field and Far-field Attention4.750.834, 4, 5, 6PosterPoster
2586 SBO-RNN: Reformulating Recurrent Neural Networks via Stochastic Bilevel Optimization4.750.435, 5, 5, 4PosterReject
2587 Compressing Neural Networks: Towards Determining the Optimal Layer-wise Decomposition4.670.474, 5, 5PosterPoster
2588 SSMF: Shifting Seasonal Matrix Factorization4.670.475, 4, 5PosterReject
2589 CBP: backpropagation with constraint on weight precision using a pseudo-Lagrange multiplier method4.670.946, 4, 4PosterReject
2590 Robust Counterfactual Explanations on Graph Neural Networks4.671.256, 3, 5PosterReject
2591 On learning sparse vectors from mixture of responses4.600.495, 5, 4, 4, 5PosterReject
2592 Adversarial Feature Desensitization4.501.126, 3, 4, 5PosterReject
2593 Learning Student-Friendly Teacher Networks for Knowledge Distillation4.500.504, 4, 5, 5PosterReject
2594 Adaptive Denoising via GainTuning4.500.505, 4, 4, 5PosterReject
2595 Adversarial Attacks on Graph Classifiers via Bayesian Optimisation4.501.506, 5, 2, 5PosterReject
2596 Deep inference of latent dynamics with spatio-temporal super-resolution using selective backpropagation through time4.500.505, 4, 4, 5PosterReject
2597 Improved Regularization and Robustness for Fine-tuning in Neural Networks4.500.505, 4, 4, 5PosterReject
2598 DP-SSL: Towards Robust Semi-supervised Learning with A Few Labeled Samples4.500.504, 4, 5, 5PosterReject
2599 Compressed Video Contrastive Learning4.500.505, 5, 4, 4PosterReject
2600 Sample Selection for Fair and Robust Training4.500.505, 4, 4, 5PosterReject
2601 One Explanation is Not Enough: Structured Attention Graphs for Image Classification4.500.504, 5, 5, 4PosterReject
2602 Neural Tangent Kernel Maximum Mean Discrepancy4.501.507, 4, 4, 3PosterReject
2603 Zero Time Waste: Recycling Predictions in Early Exit Neural Networks4.500.876, 4, 4, 4PosterReject
2604 Uncertainty-Driven Loss for Single Image Super-Resolution4.500.504, 4, 5, 5PosterReject
2605 Video Instance Segmentation using Inter-Frame Communication Transformers4.500.875, 5, 3, 5PosterReject
2606 SNIPS: Solving Noisy Inverse Problems Stochastically4.500.504, 4, 5, 5PosterReject
2607 Hit and Lead Discovery with Explorative RL and Fragment-based Molecule Generation4.400.495, 4, 5, 4, 4PosterReject
2608 Charting and Navigating the Space of Solutions for Recurrent Neural Networks4.330.475, 4, 4PosterReject
2609 Learning Graph Models for Retrosynthesis Prediction4.330.474, 5, 4PosterReject
2610 Understanding End-to-End Model-Based Reinforcement Learning Methods as Implicit Parameterization4.331.113, 3, 4, 6, 5, 5PosterReject
2611 On the Role of Optimization in Double Descent: A Least Squares Study4.330.475, 4, 4PosterReject
2612 A Non-commutative Extension of Lee-Seung's Algorithm for Positive Semidefinite Factorizations4.330.474, 5, 4PosterReject
2613 Efficient Statistical Assessment of Neural Network Corruption Robustness4.330.945, 3, 5PosterReject
2614 α -IoU: A Family of Power Intersection over Union Losses for Bounding Box Regression4.330.474, 5, 4PosterReject
2615 Aligned Structured Sparsity Learning for Efficient Image Super-Resolution4.330.474, 4, 5SpotlightReject
2616 Learning Generalized Gumbel-max Causal Mechanisms4.330.945, 5, 3SpotlightReject
2617 Neural Routing by Memory4.251.094, 3, 6, 4PosterReject
2618 Recursive Bayesian Networks: Generalising and Unifying Probabilistic Context-Free Grammars and Dynamic Bayesian Networks4.250.435, 4, 4, 4PosterReject
2619 Improving Coherence and Consistency in Neural Sequence Models with Dual-System, Neuro-Symbolic Reasoning4.250.835, 3, 4, 5PosterReject
2620 Interventional Sum-Product Networks: Causal Inference with Tractable Probabilistic Models4.251.922, 5, 3, 7PosterReject
2621 Asymptotically Best Causal Effect Identification with Multi-Armed Bandits4.250.835, 5, 4, 3PosterReject
2622 EditGAN: High-Precision Semantic Image Editing4.250.835, 5, 3, 4PosterReject
2623 STEP: Out-of-Distribution Detection in the Presence of Limited In-Distribution Labeled Data4.251.306, 3, 5, 3PosterReject
2624 CorticalFlow: A Diffeomorphic Mesh Transformer Network for Cortical Surface Reconstruction4.250.835, 5, 3, 4PosterReject
2625 Weak-shot Fine-grained Classification via Similarity Transfer4.250.833, 5, 5, 4PosterReject
2626 Multi-Objective Meta Learning4.000.713, 4, 4, 5PosterReject
2627 A Stochastic Newton Algorithm for Distributed Convex Optimization4.001.223, 4, 6, 3PosterReject
2628 Edge Representation Learning with Hypergraphs4.000.004, 4, 4, 4PosterReject
2629 Towards Better Understanding of Training Certifiably Robust Models against Adversarial Examples4.000.714, 4, 3, 5PosterReject
2630 Linear-Time Probabilistic Solution of Boundary Value Problems4.000.004, 4, 4PosterReject
2631 Class-agnostic Reconstruction of Dynamic Objects from Videos3.750.434, 3, 4, 4PosterReject
2632 CO-PILOT: COllaborative Planning and reInforcement Learning On sub-Task curriculum3.750.434, 4, 3, 4PosterReject