ICLR 2024 Accepted Papers

The full list of 2,260 papers accepted at ICLR 2024 (International Conference on Learning Representations). Click any title for details, similar papers, and links to the original source. You can also search these papers by meaning, not just keywords.

1001. In-Context Pretraining: Language Modeling Beyond Document BoundariesSpotlight14 citations
1002. L2MAC: Large Language Model Automatic Computer for Extensive Code GenerationPoster14 citations
1003. Language Control Diffusion: Efficiently Scaling through Space, Time, and TasksPoster14 citations
1004. Learning Personalized Causally Invariant Representations for Heterogeneous Federated ClientsPoster14 citations
1005. Meaning Representations from Trajectories in Autoregressive ModelsPoster14 citations
1006. Neur2RO: Neural Two-Stage Robust OptimizationPoster14 citations
1007. Object-Aware Inversion and Reassembly for Image EditingPoster14 citations
1008. On the Over-Memorization During Natural, Robust and Catastrophic OverfittingPoster14 citations
1009. Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and HowOral14 citations
1010. RECOMBINER: Robust and Enhanced Compression with Bayesian Implicit Neural RepresentationsPoster14 citations
1011. Rayleigh Quotient Graph Neural Networks for Graph-level Anomaly DetectionPoster14 citations
1012. ResFields: Residual Neural Fields for Spatiotemporal SignalsSpotlight14 citations
1013. Revisiting the Last-Iterate Convergence of Stochastic Gradient MethodsPoster14 citations
1014. Robust Classification via Regression for Learning with Noisy LabelsPoster14 citations
1015. Scaling physics-informed hard constraints with mixture-of-expertsPoster14 citations
1016. Sliced Denoising: A Physics-Informed Molecular Pre-Training MethodPoster14 citations
1017. SocioDojo: Building Lifelong Analytical Agents with Real-world Text and Time SeriesSpotlight14 citations
1018. Sparse Spiking Neural Network: Exploiting Heterogeneity in Timescales for Pruning Recurrent SNNPoster14 citations
1019. Stable Anisotropic RegularizationPoster14 citations
1020. TAB: Temporal Accumulated Batch Normalization in Spiking Neural NetworksPoster14 citations
1021. TACTiS-2: Better, Faster, Simpler Attentional Copulas for Multivariate Time SeriesPoster14 citations
1022. Towards Aligned Layout Generation via Diffusion Model with Aesthetic ConstraintsPoster14 citations
1023. Towards Robust Offline Reinforcement Learning under Diverse Data CorruptionSpotlight14 citations
1024. Traveling Waves Encode The Recent Past and Enhance Sequence LearningPoster14 citations
1025. Zero Bubble (Almost) Pipeline ParallelismPoster14 citations
1026. Adversarial AutoMixupSpotlight13 citations
1027. Adversarial Training on Purification (AToP): Advancing Both Robustness and GeneralizationPoster13 citations
1028. Be Aware of the Neighborhood Effect: Modeling Selection Bias under InterferencePoster13 citations
1029. Boundary Denoising for Video Activity LocalizationPoster13 citations
1030. CALICO: Self-Supervised Camera-LiDAR Contrastive Pre-training for BEV PerceptionPoster13 citations
1031. Can We Evaluate Domain Adaptation Models Without Target-Domain Labels?Poster13 citations
1032. Chain of Log-Concave Markov ChainsPoster13 citations
1033. Compositional Preference Models for Aligning LMsPoster13 citations
1034. Conditional Information Bottleneck Approach for Time Series ImputationPoster13 citations
1035. Continuous-Multiple Image Outpainting in One-Step via Positional Query and A Diffusion-based ApproachPoster13 citations
1036. Counting Graph Substructures with Graph Neural NetworksPoster13 citations
1037. DENEVIL: TOWARDS DECIPHERING AND NAVIGATING THE ETHICAL VALUES OF LARGE LANGUAGE MODELS VIA INSTRUCTION LEARNINGPoster13 citations
1038. De novo Protein Design Using Geometric Vector Field NetworksSpotlight13 citations
1039. Differentiable Euler Characteristic Transforms for Shape ClassificationPoster13 citations
1040. Diffusion Model for Dense MatchingOral13 citations
1041. Discovering modular solutions that generalize compositionallyPoster13 citations
1042. Domain Randomization via Entropy MaximizationPoster13 citations
1043. Enhancing High-Resolution 3D Generation through Pixel-wise Gradient ClippingPoster13 citations
1044. Evaluating Representation Learning on the Protein Structure UniversePoster13 citations
1045. Exploring the Promise and Limits of Real-Time Recurrent LearningPoster13 citations
1046. Expressive Losses for Verified Robustness via Convex CombinationsPoster13 citations
1047. FedP3: Federated Personalized and Privacy-friendly Network Pruning under Model HeterogeneityPoster13 citations
1048. GTA: A Geometry-Aware Attention Mechanism for Multi-View TransformersPoster13 citations
1049. Generative Human Motion Stylization in Latent SpacePoster13 citations
1050. Goodhart's Law in Reinforcement LearningPoster13 citations
1051. How Over-Parameterization Slows Down Gradient Descent in Matrix Sensing: The Curses of Symmetry and InitializationSpotlight13 citations
1052. Image Inpainting via Tractable Steering of Diffusion ModelsPoster13 citations
1053. InstructDET: Diversifying Referring Object Detection with Generalized InstructionsPoster13 citations
1054. Kill Two Birds with One Stone: Rethinking Data Augmentation for Deep Long-tailed LearningPoster13 citations
1055. Latent 3D Graph DiffusionPoster13 citations
1056. Learning with Language-Guided State AbstractionsPoster13 citations
1057. LipVoicer: Generating Speech from Silent Videos Guided by Lip ReadingPoster13 citations
1058. Locality Sensitive Sparse Encoding for Learning World Models OnlinePoster13 citations
1059. Masked Completion via Structured Diffusion with White-Box TransformersPoster13 citations
1060. Masked Structural Growth for 2x Faster Language Model Pre-trainingPoster13 citations
1061. Neuroformer: Multimodal and Multitask Generative Pretraining for Brain DataPoster13 citations
1062. Noise Map Guidance: Inversion with Spatial Context for Real Image EditingPoster13 citations
1063. Noisy Interpolation Learning with Shallow Univariate ReLU NetworksSpotlight13 citations
1064. On the Posterior Distribution in Denoising: Application to Uncertainty QuantificationPoster13 citations
1065. On the hardness of learning under symmetriesSpotlight13 citations
1066. PRES: Toward Scalable Memory-Based Dynamic Graph Neural NetworksPoster13 citations
1067. Point2SSM: Learning Morphological Variations of Anatomies from Point CloudsSpotlight13 citations
1068. Pseudo-Generalized Dynamic View Synthesis from a VideoPoster13 citations
1069. Quantifying and Enhancing Multi-modal Robustness with Modality PreferencePoster13 citations
1070. Quantifying the Plausibility of Context Reliance in Neural Machine TranslationPoster13 citations
1071. Reward-Consistent Dynamics Models are Strongly Generalizable for Offline Reinforcement LearningSpotlight13 citations
1072. SineNet: Learning Temporal Dynamics in Time-Dependent Partial Differential EquationsPoster13 citations
1073. T-Rep: Representation Learning for Time Series using Time-EmbeddingsPoster13 citations
1074. Towards Faithful XAI Evaluation via Generalization-Limited Backdoor WatermarkPoster13 citations
1075. ViLMA: A Zero-Shot Benchmark for Linguistic and Temporal Grounding in Video-Language ModelsPoster13 citations
1076. Where We Have Arrived in Proving the Emergence of Sparse Interaction Primitives in DNNsPoster13 citations
1077. Adversarial Supervision Makes Layout-to-Image Diffusion Models ThrivePoster12 citations
1078. Attention-Guided Contrastive Role Representations for Multi-agent Reinforcement LearningPoster12 citations
1079. AutoCast++: Enhancing World Event Prediction with Zero-shot Ranking-based Context RetrievalPoster12 citations
1080. Bandits with Replenishable Knapsacks: the Best of both WorldsPoster12 citations
1081. Beam Enumeration: Probabilistic Explainability For Sample Efficient Self-conditioned Molecular DesignPoster12 citations
1082. Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing ValuesPoster12 citations
1083. Blending Imitation and Reinforcement Learning for Robust Policy ImprovementSpotlight12 citations
1084. Boosting Graph Anomaly Detection with Adaptive Message PassingPoster12 citations
1085. Bounding the Expected Robustness of Graph Neural Networks Subject to Node Feature AttacksPoster12 citations
1086. BrainSCUBA: Fine-Grained Natural Language Captions of Visual Cortex SelectivityPoster12 citations
1087. CoT3DRef: Chain-of-Thoughts Data-Efficient 3D Visual GroundingPoster12 citations
1088. CompA: Addressing the Gap in Compositional Reasoning in Audio-Language ModelsPoster12 citations
1089. Explaining Time Series via Contrastive and Locally Sparse PerturbationsPoster12 citations
1090. Fantastic Generalization Measures are Nowhere to be FoundPoster12 citations
1091. Follow-Up Differential Descriptions: Language Models Resolve Ambiguities for Image ClassificationPoster12 citations
1092. From Bricks to Bridges: Product of Invariances to Enhance Latent Space CommunicationSpotlight12 citations
1093. From Graphs to Hypergraphs: Hypergraph Projection and its ReconstructionPoster12 citations
1094. Grokking as a First Order Phase Transition in Two Layer NetworksPoster12 citations
1095. HiGen: Hierarchical Graph Generative NetworksPoster12 citations
1096. How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks?Oral12 citations
1097. HypeBoy: Generative Self-Supervised Representation Learning on HypergraphsPoster12 citations
1098. IMPUS: Image Morphing with Perceptually-Uniform Sampling Using Diffusion ModelsPoster12 citations
1099. Image2Sentence based Asymmetrical Zero-shot Composed Image RetrievalSpotlight12 citations
1100. Instructive Decoding: Instruction-Tuned Large Language Models are Self-Refiner from Noisy InstructionsSpotlight12 citations
1101. Internal Cross-layer Gradients for Extending Homogeneity to Heterogeneity in Federated LearningPoster12 citations
1102. Is attention required for ICL? Exploring the Relationship Between Model Architecture and In-Context Learning AbilityPoster12 citations
1103. Learning Hierarchical Polynomials with Three-Layer Neural NetworksPoster12 citations
1104. Learning to Make Adherence-aware AdvicePoster12 citations
1105. Leave-one-out Distinguishability in Machine LearningPoster12 citations
1106. LiDAR-PTQ: Post-Training Quantization for Point Cloud 3D Object DetectionPoster12 citations
1107. MINDE: Mutual Information Neural Diffusion EstimationPoster12 citations
1108. Memorization in Self-Supervised Learning Improves Downstream GeneralizationPoster12 citations
1109. Minimum width for universal approximation using ReLU networks on compact domainPoster12 citations
1110. Mitigating Emergent Robustness Degradation while Scaling Graph LearningPoster12 citations
1111. Multilinear Operator NetworksPoster12 citations
1112. Neural Neighborhood Search for Multi-agent Path FindingPoster12 citations
1113. NuwaDynamics: Discovering and Updating in Causal Spatio-Temporal ModelingSpotlight12 citations
1114. On the Scalability and Memory Efficiency of Semidefinite Programs for Lipschitz Constant Estimation of Neural NetworksPoster12 citations
1115. Overcoming the Pitfalls of Vision-Language Model Finetuning for OOD GeneralizationPoster12 citations
1116. PAC Prediction Sets Under Label ShiftPoster12 citations
1117. PORF: POSE RESIDUAL FIELD FOR ACCURATE NEURAL SURFACE RECONSTRUCTIONPoster12 citations
1118. PanoDiffusion: 360-degree Panorama Outpainting via DiffusionPoster12 citations
1119. PeFLL: Personalized Federated Learning by Learning to LearnPoster12 citations
1120. Prediction Error-based Classification for Class-Incremental LearningPoster12 citations
1121. Privacy Amplification for Matrix MechanismsSpotlight12 citations
1122. RDesign: Hierarchical Data-efficient Representation Learning for Tertiary Structure-based RNA DesignPoster12 citations
1123. Repeated Random Sampling for Minimizing the Time-to-Accuracy of LearningPoster12 citations
1124. Self-supervised Pocket Pretraining via Protein Fragment-Surroundings AlignmentPoster12 citations
1125. Simplicial Representation Learning with Neural $k$-FormsPoster12 citations
1126. Some Fundamental Aspects about Lipschitz Continuity of Neural NetworksPoster12 citations
1127. Spatio-Temporal Approximation: A Training-Free SNN Conversion for TransformersPoster12 citations
1128. Symphony: Symmetry-Equivariant Point-Centered Spherical Harmonics for 3D Molecule GenerationPoster12 citations
1129. TextField3D: Towards Enhancing Open-Vocabulary 3D Generation with Noisy Text FieldsPoster12 citations
1130. The Marginal Value of Momentum for Small Learning Rate SGDPoster12 citations
1131. Towards Assessing and Benchmarking Risk-Return Tradeoff of Off-Policy EvaluationPoster12 citations
1132. Towards Category Unification of 3D Single Object Tracking on Point CloudsPoster12 citations
1133. Unbalancedness in Neural Monge Maps Improves Unpaired Domain TranslationPoster12 citations
1134. Variance Reduced Halpern Iteration for Finite-Sum Monotone InclusionsPoster12 citations
1135. A Neural Framework for Generalized Causal Sensitivity AnalysisPoster11 citations
1136. A Progressive Training Framework for Spiking Neural Networks with Learnable Multi-hierarchical ModelPoster11 citations
1137. Adaptive Sharpness-Aware Pruning for Robust Sparse NetworksPoster11 citations
1138. Adaptive deep spiking neural network with global-local learning via balanced excitatory and inhibitory mechanismPoster11 citations
1139. AdjointDPM: Adjoint Sensitivity Method for Gradient Backpropagation of Diffusion Probabilistic ModelsPoster11 citations
1140. Adversarial Attacks on Fairness of Graph Neural NetworksPoster11 citations
1141. AttEXplore: Attribution for Explanation with model parameters eXplorationPoster11 citations
1142. BaDExpert: Extracting Backdoor Functionality for Accurate Backdoor Input DetectionPoster11 citations
1143. Boosting the Adversarial Robustness of Graph Neural Networks: An OOD PerspectivePoster11 citations
1144. Bounds on Representation-Induced Confounding Bias for Treatment Effect EstimationSpotlight11 citations
1145. Butterfly Effects of SGD Noise: Error Amplification in Behavior Cloning and AutoregressionPoster11 citations
1146. Conformal Prediction via Regression-as-ClassificationPoster11 citations
1147. ConjNorm: Tractable Density Estimation for Out-of-Distribution DetectionPoster11 citations
1148. Connect, Collapse, Corrupt: Learning Cross-Modal Tasks with Uni-Modal DataPoster11 citations
1149. Continuous Field Reconstruction from Sparse Observations with Implicit Neural NetworksPoster11 citations
1150. Crystalformer: Infinitely Connected Attention for Periodic Structure EncodingPoster11 citations
1151. Decentralized Riemannian Conjugate Gradient Method on the Stiefel ManifoldPoster11 citations
1152. Denoising Diffusion via Image-Based RenderingPoster11 citations
1153. Discovering Failure Modes of Text-guided Diffusion Models via Adversarial SearchPoster11 citations
1154. Domain-Inspired Sharpness-Aware Minimization Under Domain ShiftsPoster11 citations
1155. Efficient Backdoor Attacks for Deep Neural Networks in Real-world ScenariosPoster11 citations
1156. FLD: Fourier Latent Dynamics for Structured Motion Representation and LearningSpotlight11 citations
1157. Fantastic Gains and Where to Find Them: On the Existence and Prospect of General Knowledge Transfer between Any Pretrained ModelSpotlight11 citations
1158. Fast Imitation via Behavior Foundation ModelsSpotlight11 citations
1159. Federated Text-driven Prompt Generation for Vision-Language ModelsPoster11 citations
1160. GIO: Gradient Information Optimization for Training Dataset SelectionSpotlight11 citations
1161. GraphChef: Decision-Tree Recipes to Explain Graph Neural NetworksPoster11 citations
1162. High-dimensional SGD aligns with emerging outlier eigenspacesSpotlight11 citations
1163. Image Clustering Conditioned on Text CriteriaPoster11 citations
1164. Image Inpainting via Iteratively Decoupled Probabilistic ModelingSpotlight11 citations
1165. Improving Domain Generalization with Domain RelationsSpotlight11 citations
1166. LMUFormer: Low Complexity Yet Powerful Spiking Model With Legendre Memory UnitsPoster11 citations
1167. Language-Informed Visual Concept LearningPoster11 citations
1168. Large Content And Behavior Models To Understand, Simulate, And Optimize Content And BehaviorSpotlight11 citations
1169. Lifting Architectural Constraints of Injective FlowsPoster11 citations
1170. Magnitude Invariant Parametrizations Improve Hypernetwork LearningPoster11 citations
1171. Memory-Consistent Neural Networks for Imitation LearningPoster11 citations
1172. MixSup: Mixed-grained Supervision for Label-efficient LiDAR-based 3D Object DetectionPoster11 citations
1173. Mixture of Weak and Strong Experts on GraphsPoster11 citations
1174. Multi-modal Gaussian Process Variational Autoencoders for Neural and Behavioral DataPoster11 citations
1175. Neural Language of Thought ModelsPoster11 citations
1176. Neural Spectral Methods: Self-supervised learning in the spectral domainPoster11 citations
1177. On Error Propagation of Diffusion ModelsPoster11 citations
1178. Online Continual Learning for Interactive Instruction Following AgentsPoster11 citations
1179. Online Stabilization of Spiking Neural NetworksSpotlight11 citations
1180. Outliers with Opposing Signals Have an Outsized Effect on Neural Network OptimizationPoster11 citations
1181. Protein-ligand binding representation learning from fine-grained interactionsPoster11 citations
1182. R-MAE: Regions Meet Masked AutoencodersPoster11 citations
1183. Rethinking Branching on Exact Combinatorial Optimization Solver: The First Deep Symbolic Discovery FrameworkPoster11 citations
1184. Revisiting Deep Audio-Text Retrieval Through the Lens of TransportationPoster11 citations
1185. Robust Angular Synchronization via Directed Graph Neural NetworksPoster11 citations
1186. Sample-Efficient Quality-Diversity by Cooperative CoevolutionSpotlight11 citations
1187. Sampling Multimodal Distributions with the Vanilla Score: Benefits of Data-Based InitializationPoster11 citations
1188. SequenceMatch: Imitation Learning for Autoregressive Sequence Modelling with BacktrackingPoster11 citations
1189. SparseFormer: Sparse Visual Recognition via Limited Latent TokensPoster11 citations
1190. Stack Attention: Improving the Ability of Transformers to Model Hierarchical PatternsSpotlight11 citations
1191. TapMo: Shape-aware Motion Generation of Skeleton-free CharactersPoster11 citations
1192. Task structure and nonlinearity jointly determine learned representational geometryPoster11 citations
1193. The False Promise of Imitating Proprietary Language ModelsSpotlight11 citations
1194. Towards Robust and Efficient Cloud-Edge Elastic Model Adaptation via Selective Entropy DistillationPoster11 citations
1195. Towards Understanding Factual Knowledge of Large Language ModelsSpotlight11 citations
1196. Understanding prompt engineering may not require rethinking generalizationPoster11 citations
1197. Video Decomposition Prior: Editing Videos Layer by LayerPoster11 citations
1198. What Makes a Good Prune? Maximal Unstructured Pruning for Maximal Cosine SimilarityPoster11 citations
1199. Whittle Index with Multiple Actions and State Constraint for Inventory ManagementPoster11 citations
1200. Whole-Song Hierarchical Generation of Symbolic Music Using Cascaded Diffusion ModelsSpotlight11 citations
1201. 3D-Aware Hypothesis & Verification for Generalizable Relative Object Pose EstimationPoster10 citations
1202. A Benchmark Study on CalibrationPoster10 citations
1203. A Stable, Fast, and Fully Automatic Learning Algorithm for Predictive Coding NetworksPoster10 citations
1204. Adaptive Federated Learning with Auto-Tuned ClientsPoster10 citations
1205. Adaptive Self-training Framework for Fine-grained Scene Graph GenerationPoster10 citations
1206. Asymptotically Free Sketched Ridge Ensembles: Risks, Cross-Validation, and TuningSpotlight10 citations
1207. Bayesian Optimization through Gaussian Cox Process Models for Spatio-temporal DataPoster10 citations
1208. Bilevel Optimization under Unbounded Smoothness: A New Algorithm and Convergence AnalysisSpotlight10 citations
1209. Byzantine Robust Cooperative Multi-Agent Reinforcement Learning as a Bayesian GamePoster10 citations
1210. CO2: Efficient Distributed Training with Full Communication-Computation OverlapSpotlight10 citations
1211. COPlanner: Plan to Roll Out Conservatively but to Explore Optimistically for Model-Based RLPoster10 citations
1212. Causal Inference with Conditional Front-Door Adjustment and Identifiable Variational AutoencoderPoster10 citations
1213. Closing the Curious Case of Neural Text DegenerationPoster10 citations
1214. Delphic Offline Reinforcement Learning under Nonidentifiable Hidden ConfoundingPoster10 citations
1215. Differentially Private SGD Without Clipping Bias: An Error-Feedback ApproachPoster10 citations
1216. DiffusionNAG: Predictor-guided Neural Architecture Generation with Diffusion ModelsPoster10 citations
1217. DreamSmooth: Improving Model-based Reinforcement Learning via Reward SmoothingPoster10 citations
1218. Dual Associated Encoder for Face RestorationPoster10 citations
1219. Dynamic Discounted Counterfactual Regret MinimizationSpotlight10 citations
1220. EBMDock: Neural Probabilistic Protein-Protein Docking via a Differentiable Energy ModelPoster10 citations
1221. EControl: Fast Distributed Optimization with Compression and Error ControlPoster10 citations
1222. EQA-MX: Embodied Question Answering using Multimodal ExpressionSpotlight10 citations
1223. Elucidating the design space of classifier-guided diffusion generationPoster10 citations
1224. FedInverse: Evaluating Privacy Leakage in Federated LearningPoster10 citations
1225. FedLoGe: Joint Local and Generic Federated Learning under Long-tailed DataPoster10 citations
1226. Federated Causal Discovery from Heterogeneous DataPoster10 citations
1227. FreeReg: Image-to-Point Cloud Registration Leveraging Pretrained Diffusion Models and Monocular Depth EstimatorsPoster10 citations
1228. GAFormer: Enhancing Timeseries Transformers Through Group-Aware EmbeddingsPoster10 citations
1229. GNNCert: Deterministic Certification of Graph Neural Networks against Adversarial PerturbationsOral10 citations
1230. GOAt: Explaining Graph Neural Networks via Graph Output AttributionPoster10 citations
1231. Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural NetworksPoster10 citations
1232. Hindsight PRIORs for Reward Learning from Human PreferencesPoster10 citations
1233. Improving equilibrium propagation without weight symmetry through Jacobian homeostasisPoster10 citations
1234. Incremental Randomized Smoothing CertificationPoster10 citations
1235. JointNet: Extending Text-to-Image Diffusion for Dense Distribution ModelingPoster10 citations
1236. KITAB: Evaluating LLMs on Constraint Satisfaction for Information RetrievalPoster10 citations
1237. Learning 3D Particle-based Simulators from RGB-D VideosPoster10 citations
1238. Learning Energy-Based Models by Cooperative Diffusion Recovery LikelihoodSpotlight10 citations
1239. Learning Hierarchical Image Segmentation For Recognition and By RecognitionSpotlight10 citations
1240. Learning Multi-Agent Communication with Contrastive LearningPoster10 citations
1241. Lipschitz Singularities in Diffusion ModelsOral10 citations
1242. Lipsum-FT: Robust Fine-Tuning of Zero-Shot Models Using Random Text GuidancePoster10 citations
1243. Massively Scalable Inverse Reinforcement Learning in Google MapsSpotlight10 citations
1244. Measuring Vision-Language STEM Skills of Neural ModelsPoster10 citations
1245. MovingParts: Motion-based 3D Part Discovery in Dynamic Radiance FieldSpotlight10 citations
1246. Neural Contractive Dynamical SystemsSpotlight10 citations
1247. Offline Data Enhanced On-Policy Policy Gradient with Provable GuaranteesPoster10 citations
1248. Open-ended VQA benchmarking of Vision-Language models by exploiting Classification datasets and their semantic hierarchySpotlight10 citations
1249. Optimal Sample Complexity for Average Reward Markov Decision ProcessesPoster10 citations
1250. Predictive auxiliary objectives in deep RL mimic learning in the brainOral10 citations
1251. Prompt Risk Control: A Rigorous Framework for Responsible Deployment of Large Language ModelsPoster10 citations
1252. ReSimAD: Zero-Shot 3D Domain Transfer for Autonomous Driving with Source Reconstruction and Target SimulationPoster10 citations
1253. Reclaiming the Source of Programmatic Policies: Programmatic versus Latent SpacesPoster10 citations
1254. Rethinking Backdoor Attacks on Dataset Distillation: A Kernel Method PerspectivePoster10 citations
1255. Retrieval is Accurate GenerationPoster10 citations
1256. RobustTSF: Towards Theory and Design of Robust Time Series Forecasting with AnomaliesPoster10 citations
1257. SaNN: Simple Yet Powerful Simplicial-aware Neural NetworksSpotlight10 citations
1258. Scalable and Effective Implicit Graph Neural Networks on Large GraphsPoster10 citations
1259. Sharpness-Aware Data Poisoning AttackSpotlight10 citations
1260. Source-Free and Image-Only Unsupervised Domain Adaptation for Category Level Object Pose EstimationPoster10 citations
1261. Sparse MoE with Language Guided Routing for Multilingual Machine TranslationPoster10 citations
1262. Symmetric Mean-field Langevin Dynamics for Distributional Minimax ProblemsSpotlight10 citations
1263. Tailoring Self-Rationalizers with Multi-Reward DistillationPoster10 citations
1264. The Effect of Intrinsic Dataset Properties on Generalization: Unraveling Learning Differences Between Natural and Medical ImagesPoster10 citations
1265. The Need for Speed: Pruning Transformers with One RecipePoster10 citations
1266. Towards Optimal Regret in Adversarial Linear MDPs with Bandit FeedbackSpotlight10 citations
1267. Training Bayesian Neural Networks with Sparse Subspace Variational InferencePoster10 citations
1268. Training-free Multi-objective Diffusion Model for 3D Molecule GenerationPoster10 citations
1269. Uncertainty-aware Graph-based Hyperspectral Image ClassificationPoster10 citations
1270. Understanding Reconstruction Attacks with the Neural Tangent Kernel and Dataset DistillationPoster10 citations
1271. Unleashing the Potential of Fractional Calculus in Graph Neural Networks with FRONDSpotlight10 citations
1272. VBH-GNN: Variational Bayesian Heterogeneous Graph Neural Networks for Cross-subject Emotion RecognitionPoster10 citations
1273. When can transformers reason with abstract symbols?Poster10 citations
1274. When should we prefer Decision Transformers for Offline Reinforcement Learning?Poster10 citations
1275. A 2-Dimensional State Space Layer for Spatial Inductive BiasPoster9 citations
1276. A Foundation Model for Error Correction CodesPoster9 citations
1277. A General Framework for User-Guided Bayesian OptimizationSpotlight9 citations
1278. A Lie Group Approach to Riemannian Batch NormalizationPoster9 citations
1279. Approximating Nash Equilibria in Normal-Form Games via Stochastic OptimizationOral9 citations
1280. Are Human-generated Demonstrations Necessary for In-context Learning?Poster9 citations
1281. Are Models Biased on Text without Gender-related Language?Poster9 citations
1282. BarLeRIa: An Efficient Tuning Framework for Referring Image SegmentationSpotlight9 citations
1283. Batch normalization is sufficient for universal function approximation in CNNsPoster9 citations
1284. Bongard-OpenWorld: Few-Shot Reasoning for Free-form Visual Concepts in the Real WorldPoster9 citations
1285. Bootstrapping Variational Information Pursuit with Large Language and Vision Models for Interpretable Image ClassificationPoster9 citations
1286. Bridging Vision and Language Spaces with Assignment PredictionPoster9 citations
1287. CCIL: Continuity-Based Data Augmentation for Corrective Imitation LearningPoster9 citations
1288. COSA: Concatenated Sample Pretrained Vision-Language Foundation ModelPoster9 citations
1289. CrossLoco: Human Motion Driven Control of Legged Robots via Guided Unsupervised Reinforcement LearningPoster9 citations
1290. DP-SGD Without Clipping: The Lipschitz Neural Network WayPoster9 citations
1291. DiffEnc: Variational Diffusion with a Learned EncoderPoster9 citations
1292. DreamClean: Restoring Clean Image Using Deep Diffusion PriorPoster9 citations
1293. EX-Graph: A Pioneering Dataset Bridging Ethereum and XPoster9 citations
1294. Efficient Integrators for Diffusion Generative ModelsPoster9 citations
1295. Efficient Sharpness-Aware Minimization for Molecular Graph Transformer ModelsPoster9 citations
1296. End-to-End (Instance)-Image Goal Navigation through Correspondence as an Emergent PhenomenonPoster9 citations
1297. Enhancing Contrastive Learning for Ordinal Regression via Ordinal Content Preserved Data AugmentationPoster9 citations
1298. Extending Power of Nature from Binary to Real-Valued Graph Learning in Real WorldPoster9 citations
1299. Free from Bellman Completeness: Trajectory Stitching via Model-based Return-conditioned Supervised LearningPoster9 citations
1300. Gene Regulatory Network Inference in the Presence of Dropouts: a Causal ViewOral9 citations
1301. Grokking in Linear Estimators -- A Solvable Model that Groks without UnderstandingPoster9 citations
1302. Guess & Sketch: Language Model Guided TranspilationPoster9 citations
1303. H-GAP: Humanoid Control with a Generalist PlannerSpotlight9 citations
1304. InstructPix2NeRF: Instructed 3D Portrait Editing from a Single ImagePoster9 citations
1305. Investigating the Benefits of Projection Head for Representation LearningPoster9 citations
1306. Large Language Models as Automated Aligners for benchmarking Vision-Language ModelsPoster9 citations
1307. Learning Decentralized Partially Observable Mean Field Control for Artificial Collective BehaviorPoster9 citations
1308. Learning Flexible Body Collision Dynamics with Hierarchical Contact Mesh TransformerPoster9 citations
1309. Learning invariant representations of time-homogeneous stochastic dynamical systemsPoster9 citations
1310. Light-MILPopt: Solving Large-scale Mixed Integer Linear Programs with Lightweight Optimizer and Small-scale Training DatasetPoster9 citations
1311. MCM: Masked Cell Modeling for Anomaly Detection in Tabular DataPoster9 citations
1312. MOFI: Learning Image Representations from Noisy Entity Annotated ImagesPoster9 citations
1313. Mitigating the Curse of Dimensionality for Certified Robustness via Dual Randomized SmoothingPoster9 citations
1314. Neural-Symbolic Recursive Machine for Systematic GeneralizationPoster9 citations
1315. Non-negative Contrastive LearningPoster9 citations
1316. On gauge freedom, conservativity and intrinsic dimensionality estimation in diffusion modelsPoster9 citations
1317. Open the Black Box: Step-based Policy Updates for Temporally-Correlated Episodic Reinforcement LearningPoster9 citations
1318. Order-Preserving GFlowNetsPoster9 citations
1319. PerceptionCLIP: Visual Classification by Inferring and Conditioning on ContextsPoster9 citations
1320. Pessimistic Nonlinear Least-Squares Value Iteration for Offline Reinforcement LearningPoster9 citations
1321. Post-hoc bias scoring is optimal for fair classificationSpotlight9 citations
1322. Principled Federated Domain Adaptation: Gradient Projection and Auto-WeightingPoster9 citations
1323. Privately Aligning Language Models with Reinforcement LearningPoster9 citations
1324. Provably Robust Conformal Prediction with Improved EfficiencyPoster9 citations
1325. REBAR: Retrieval-Based Reconstruction for Time-series Contrastive LearningPoster9 citations
1326. Retrieval-based Disentangled Representation Learning with Natural Language SupervisionSpotlight9 citations
1327. Retro-fallback: retrosynthetic planning in an uncertain worldPoster9 citations
1328. Revisiting Data Augmentation in Deep Reinforcement LearningPoster9 citations
1329. Reward-Free Curricula for Training Robust World ModelsPoster9 citations
1330. Rigid Protein-Protein Docking via Equivariant Elliptic-Paraboloid Interface PredictionPoster9 citations
1331. SEAL: A Framework for Systematic Evaluation of Real-World Super-ResolutionSpotlight9 citations
1332. STARC: A General Framework For Quantifying Differences Between Reward FunctionsPoster9 citations
1333. Score Models for Offline Goal-Conditioned Reinforcement LearningPoster9 citations
1334. Self-Supervised Contrastive Learning for Long-term ForecastingPoster9 citations
1335. Self-Supervised Heterogeneous Graph Learning: a Homophily and Heterogeneity ViewPoster9 citations
1336. Self-supervised Representation Learning from Random Data ProjectorsPoster9 citations
1337. Solving Diffusion ODEs with Optimal Boundary Conditions for Better Image Super-ResolutionPoster9 citations
1338. Stochastic Modified Equations and Dynamics of Dropout AlgorithmPoster9 citations
1339. Stylized Offline Reinforcement Learning: Extracting Diverse High-Quality Behaviors from Heterogeneous DatasetsPoster9 citations
1340. Threaten Spiking Neural Networks through Combining Rate and Temporal InformationPoster9 citations
1341. UC-NERF: Neural Radiance Field for Under-Calibrated Multi-View Cameras in Autonomous DrivingPoster9 citations
1342. Uncertainty Quantification via Stable Distribution PropagationPoster9 citations
1343. Understanding the Robustness of Multi-modal Contrastive Learning to Distribution ShiftPoster9 citations
1344. Window Attention is Bugged: How not to Interpolate Position EmbeddingsPoster9 citations
1345. ZeRO++: Extremely Efficient Collective Communication for Large Model TrainingPoster9 citations
1346. A Data-Driven Measure of Relative Uncertainty for Misclassification DetectionPoster8 citations
1347. A Simple Romance Between Multi-Exit Vision Transformer and Token ReductionPoster8 citations
1348. Achieving Fairness in Multi-Agent MDP Using Reinforcement LearningPoster8 citations
1349. Adapting to Distribution Shift by Visual Domain Prompt GenerationPoster8 citations
1350. An Agnostic View on the Cost of Overfitting in (Kernel) Ridge RegressionPoster8 citations
1351. BECLR: Batch Enhanced Contrastive Few-Shot LearningSpotlight8 citations
1352. BRUSLEATTACK: A QUERY-EFFICIENT SCORE- BASED BLACK-BOX SPARSE ADVERSARIAL ATTACKPoster8 citations
1353. Backdoor Secrets Unveiled: Identifying Backdoor Data with Optimized Scaled Prediction ConsistencyPoster8 citations
1354. Bandits Meet Mechanism Design to Combat Clickbait in Online RecommendationSpotlight8 citations
1355. BatteryML: An Open-source Platform for Machine Learning on Battery DegradationSpotlight8 citations
1356. BayesPrompt: Prompting Large-Scale Pre-Trained Language Models on Few-shot Inference via Debiased Domain AbstractionPoster8 citations
1357. Beyond Stationarity: Convergence Analysis of Stochastic Softmax Policy Gradient MethodsPoster8 citations
1358. CORN: Contact-based Object Representation for Nonprehensile Manipulation of General Unseen ObjectsPoster8 citations
1359. Critical Learning Periods Emerge Even in Deep Linear NetworksSpotlight8 citations
1360. Cycle Consistency Driven Object DiscoveryPoster8 citations
1361. DAFA: Distance-Aware Fair Adversarial TrainingPoster8 citations
1362. DATS: Difficulty-Aware Task Sampler for Meta-Learning Physics-Informed Neural NetworksPoster8 citations
1363. DMBP: Diffusion model-based predictor for robust offline reinforcement learning against state observation perturbationsPoster8 citations
1364. Decoupled Marked Temporal Point Process using Neural Ordinary Differential EquationsPoster8 citations
1365. Deep Neural Networks Tend To Extrapolate PredictablyPoster8 citations
1366. Defining and extracting generalizable interaction primitives from DNNsPoster8 citations
1367. Democratizing Fine-grained Visual Recognition with Large Language ModelsPoster8 citations
1368. Domain constraints improve risk prediction when outcome data is missingPoster8 citations
1369. DyST: Towards Dynamic Neural Scene Representations on Real-World VideosSpotlight8 citations
1370. Faster Approximation of Probabilistic and Distributional Values via Least SquaresPoster8 citations
1371. Foundation Model-oriented Robustness: Robust Image Model Evaluation with Pretrained ModelsPoster8 citations
1372. From Posterior Sampling to Meaningful Diversity in Image RestorationPoster8 citations
1373. Generalized Policy Iteration using Tensor Approximation for Hybrid ControlSpotlight8 citations
1374. Generative Adversarial Equilibrium SolversPoster8 citations
1375. Gradual Domain Adaptation via Gradient FlowSpotlight8 citations
1376. Grounded Object-Centric LearningPoster8 citations
1377. Hiding in Plain Sight: Disguising Data Stealing Attacks in Federated LearningPoster8 citations
1378. Influencer Backdoor Attack on Semantic SegmentationSpotlight8 citations
1379. Interpretable Sparse System Identification: Beyond Recent Deep Learning Techniques on Time-Series PredictionPoster8 citations
1380. Inverse Approximation Theory for Nonlinear Recurrent Neural NetworksSpotlight8 citations
1381. Kalman Filter for Online Classification of Non-Stationary DataPoster8 citations
1382. LDReg: Local Dimensionality Regularized Self-Supervised LearningPoster8 citations
1383. Lewis's Signaling Game as beta-VAE For Natural Word Lengths and SegmentsPoster8 citations
1384. LipSim: A Provably Robust Perceptual Similarity MetricPoster8 citations
1385. Look, Remember and Reason: Grounded Reasoning in Videos with Language ModelsPoster8 citations
1386. MT-Ranker: Reference-free machine translation evaluation by inter-system rankingSpotlight8 citations
1387. Masks, Signs, And Learning Rate RewindingSpotlight8 citations
1388. Multimarginal Generative Modeling with Stochastic InterpolantsPoster8 citations
1389. Neural Atoms: Propagating Long-range Interaction in Molecular Graphs through Efficient Communication ChannelPoster8 citations
1390. Neural Auto-designer for Enhanced Quantum KernelsPoster8 citations
1391. On Harmonizing Implicit SubpopulationsPoster8 citations
1392. On the Markov Property of Neural Algorithmic Reasoning: Analyses and MethodsSpotlight8 citations
1393. On the Power of the Weisfeiler-Leman Test for Graph Motif ParametersPoster8 citations
1394. On the Role of Discrete Tokenization in Visual Representation LearningSpotlight8 citations
1395. One Forward is Enough for Neural Network Training via Likelihood Ratio MethodPoster8 citations
1396. Plugin estimators for selective classification with out-of-distribution detectionPoster8 citations
1397. Pre-training with Random Orthogonal Projection Image ModelingSpotlight8 citations
1398. Private Zeroth-Order Nonsmooth Nonconvex OptimizationPoster8 citations
1399. Pushing Boundaries: Mixup's Influence on Neural CollapsePoster8 citations
1400. Rethinking Label Poisoning for GNNs: Pitfalls and AttacksPoster8 citations
1401. Rethinking the Power of Graph Canonization in Graph Representation Learning with StabilityPoster8 citations
1402. Robust Training of Federated Models with Extremely Label DeficiencyPoster8 citations
1403. Robustifying State-space Models for Long Sequences via Approximate DiagonalizationSpotlight8 citations
1404. SEABO: A Simple Search-Based Method for Offline Imitation LearningPoster8 citations
1405. Sample-Efficient Learning of POMDPs with Multiple Observations In HindsightPoster8 citations
1406. Sample-Efficient Linear Representation Learning from Non-IID Non-Isotropic DataSpotlight8 citations
1407. Self-Supervised Dataset Distillation for Transfer LearningPoster8 citations
1408. Stochastic Gradient Descent for Gaussian Processes Done RightPoster8 citations
1409. Towards Enhancing Time Series Contrastive Learning: A Dynamic Bad Pair Mining ApproachPoster8 citations
1410. Towards Imitation Learning to Branch for MIP: A Hybrid Reinforcement Learning based Sample Augmentation ApproachPoster8 citations
1411. Towards Robust Multi-Modal Reasoning via Model SelectionPoster8 citations
1412. Towards Training Without Depth Limits: Batch Normalization Without Gradient ExplosionPoster8 citations
1413. VFLAIR: A Research Library and Benchmark for Vertical Federated LearningPoster8 citations
1414. VertiBench: Advancing Feature Distribution Diversity in Vertical Federated Learning BenchmarksPoster8 citations
1415. What Matters to You? Towards Visual Representation Alignment for Robot LearningPoster8 citations
1416. What's in a Prior? Learned Proximal Networks for Inverse ProblemsPoster8 citations
1417. $\alpha$TC-VAE: On the relationship between Disentanglement and DiversityPoster7 citations
1418. A Flexible Generative Model for Heterogeneous Tabular EHR with Missing ModalityPoster7 citations
1419. A Topological Perspective on Demystifying GNN-Based Link Prediction PerformancePoster7 citations
1420. ADDP: Learning General Representations for Image Recognition and Generation with Alternating Denoising Diffusion ProcessPoster7 citations
1421. Accelerated Sampling with Stacked Restricted Boltzmann MachinesPoster7 citations
1422. Adaptive Window Pruning for Efficient Local Motion DeblurringPoster7 citations
1423. Algorithms for Caching and MTS with reduced number of predictionsPoster7 citations
1424. Automatic Functional Differentiation in JAXPoster7 citations
1425. Bellman Optimal Stepsize Straightening of Flow-Matching ModelsPoster7 citations
1426. CIFAR-10-Warehouse: Broad and More Realistic Testbeds in Model Generalization AnalysisPoster7 citations
1427. Causality-Inspired Spatial-Temporal Explanations for Dynamic Graph Neural NetworksPoster7 citations
1428. Chameleon: Increasing Label-Only Membership Leakage with Adaptive PoisoningPoster7 citations
1429. Continual Learning on a Diet: Learning from Sparsely Labeled Streams Under Constrained ComputationPoster7 citations
1430. Coordinate-Aware Modulation for Neural FieldsSpotlight7 citations
1431. CrIBo: Self-Supervised Learning via Cross-Image Object-Level BootstrappingSpotlight7 citations
1432. Customizable Combination of Parameter-Efficient Modules for Multi-Task LearningPoster7 citations
1433. DDMI: Domain-agnostic Latent Diffusion Models for Synthesizing High-Quality Implicit Neural RepresentationsPoster7 citations
1434. DV-3DLane: End-to-end Multi-modal 3D Lane Detection with Dual-view RepresentationPoster7 citations
1435. Data Debugging with Shapley Importance over Machine Learning PipelinesPoster7 citations
1436. Detecting Machine-Generated Texts by Multi-Population Aware Optimization for Maximum Mean DiscrepancyPoster7 citations
1437. Diffusion Models for Multi-Task Generative ModelingPoster7 citations
1438. Disentangling Time Series Representations via Contrastive Independence-of-Support on l-Variational InferencePoster7 citations
1439. Dropout-Based Rashomon Set Exploration for Efficient Predictive Multiplicity EstimationPoster7 citations
1440. Effective Structural Encodings via Local Curvature ProfilesPoster7 citations
1441. Efficient local linearity regularization to overcome catastrophic overfittingPoster7 citations
1442. Enhancing Tail Performance in Extreme Classifiers by Label Variance ReductionPoster7 citations
1443. Ensemble Distillation for Unsupervised Constituency ParsingPoster7 citations
1444. Equivariant Matrix Function Neural NetworksSpotlight7 citations
1445. EventRPG: Event Data Augmentation with Relevance Propagation GuidancePoster7 citations
1446. Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt EditingPoster7 citations
1447. Exploring Weight Balancing on Long-Tailed Recognition ProblemPoster7 citations
1448. Expressivity of ReLU-Networks under Convex RelaxationsPoster7 citations
1449. Fast and unified path gradient estimators for normalizing flowsPoster7 citations
1450. FedWon: Triumphing Multi-domain Federated Learning Without NormalizationPoster7 citations
1451. Game-Theoretic Robust Reinforcement Learning Handles Temporally-Coupled PerturbationsPoster7 citations
1452. General Graph Random FeaturesPoster7 citations
1453. Going Beyond Neural Network Feature Similarity: The Network Feature Complexity and Its Interpretation Using Category TheoryPoster7 citations
1454. Grounding Language Plans in Demonstrations Through Counterfactual PerturbationsSpotlight7 citations
1455. Hypergraph Dynamic SystemPoster7 citations
1456. Imitation Learning from Observation with Automatic Discount SchedulingPoster7 citations
1457. Information Bottleneck Analysis of Deep Neural Networks via Lossy CompressionPoster7 citations
1458. Interpretable Meta-Learning of Physical SystemsPoster7 citations
1459. Invariance-based Learning of Latent DynamicsPoster7 citations
1460. Label-Noise Robust Diffusion ModelsPoster7 citations
1461. Language Model Decoding as Direct Metrics OptimizationPoster7 citations
1462. Learning Semantic Proxies from Visual Prompts for Parameter-Efficient Fine-Tuning in Deep Metric LearningPoster7 citations
1463. Learning from Sparse Offline Datasets via Conservative Density EstimationPoster7 citations
1464. LiDAR: Sensing Linear Probing Performance in Joint Embedding SSL ArchitecturesSpotlight7 citations
1465. Lie Group Decompositions for Equivariant Neural NetworksPoster7 citations
1466. Long-tailed Diffusion Models with Oriented CalibrationPoster7 citations
1467. MAMBA: an Effective World Model Approach for Meta-Reinforcement LearningPoster7 citations
1468. MEND: Meta Demonstration Distillation for Efficient and Effective In-Context LearningPoster7 citations
1469. MMD Graph Kernel: Effective Metric Learning for Graphs via Maximum Mean DiscrepancySpotlight7 citations
1470. Matrix Manifold Neural Networks++Poster7 citations
1471. Modulate Your Spectrum in Self-Supervised LearningPoster7 citations
1472. More is Better: when Infinite Overparameterization is Optimal and Overfitting is ObligatoryPoster7 citations
1473. Neural Processing of Tri-Plane Hybrid Neural FieldsPoster7 citations
1474. Neurosymbolic Grounding for Compositional World ModelsPoster7 citations
1475. NfgTransformer: Equivariant Representation Learning for Normal-form GamesPoster7 citations
1476. ODE Discovery for Longitudinal Heterogeneous Treatment Effects InferenceSpotlight7 citations
1477. On Representation Complexity of Model-based and Model-free Reinforcement LearningPoster7 citations
1478. Optimal Sample Complexity of Contrastive LearningSpotlight7 citations
1479. P$^2$OT: Progressive Partial Optimal Transport for Deep Imbalanced ClusteringPoster7 citations
1480. Physics-Regulated Deep Reinforcement Learning: Invariant EmbeddingsSpotlight7 citations
1481. Predictive, scalable and interpretable knowledge tracing on structured domainsSpotlight7 citations
1482. REFACTOR: Learning to Extract Theorems from ProofsPoster7 citations
1483. Rethinking the Benefits of Steerable Features in 3D Equivariant Graph Neural NetworksPoster7 citations
1484. Sample-efficient Learning of Infinite-horizon Average-reward MDPs with General Function ApproximationPoster7 citations
1485. Scaling Supervised Local Learning with Augmented Auxiliary NetworksPoster7 citations
1486. Separate and Diffuse: Using a Pretrained Diffusion Model for Better Source SeparationPoster7 citations
1487. Skill or Luck? Return Decomposition via Advantage FunctionsPoster7 citations
1488. Task Adaptation from Skills: Information Geometry, Disentanglement, and New Objectives for Unsupervised Reinforcement LearningSpotlight7 citations
1489. The Wasserstein Believer: Learning Belief Updates for Partially Observable Environments through Reliable Latent Space ModelsPoster7 citations
1490. Topic Modeling as Multi-Objective Contrastive OptimizationPoster7 citations
1491. Toward Student-oriented Teacher Network Training for Knowledge DistillationPoster7 citations
1492. Towards Robust Out-of-Distribution Generalization Bounds via SharpnessSpotlight7 citations
1493. Unifying Feature and Cost Aggregation with Transformers for Semantic and Visual CorrespondencePoster7 citations
1494. Unveiling and Manipulating Prompt Influence in Large Language ModelsPoster7 citations
1495. VDC: Versatile Data Cleanser based on Visual-Linguistic Inconsistency by Multimodal Large Language ModelsPoster7 citations
1496. Vanishing Gradients in Reinforcement Finetuning of Language ModelsPoster7 citations
1497. When Semantic Segmentation Meets Frequency AliasingPoster7 citations
1498. You Only Query Once: An Efficient Label-Only Membership Inference AttackPoster7 citations
1499. A Policy Gradient Method for Confounded POMDPsPoster6 citations
1500. A path-norm toolkit for modern networks: consequences, promises and challengesSpotlight6 citations
1501. Accurate Retraining-free Pruning for Pretrained Encoder-based Language ModelsPoster6 citations
1502. Adaptive Instrument Design for Indirect ExperimentsPoster6 citations
1503. Addressing Signal Delay in Deep Reinforcement LearningSpotlight6 citations
1504. Advancing the Lower Bounds: an Accelerated, Stochastic, Second-order Method with Optimal Adaptation to InexactnessPoster6 citations
1505. Aligning Relational Learning with Lipschitz FairnessPoster6 citations
1506. AuG-KD: Anchor-Based Mixup Generation for Out-of-Domain Knowledge DistillationPoster6 citations
1507. BayesDiff: Estimating Pixel-wise Uncertainty in Diffusion via Bayesian InferencePoster6 citations
1508. Beyond Worst-case Attacks: Robust RL with Adaptive Defense via Non-dominated PoliciesSpotlight6 citations
1509. Can we get the best of both Binary Neural Networks and Spiking Neural Networks for Efficient Computer Vision?Poster6 citations
1510. Candidate Label Set Pruning: A Data-centric Perspective for Deep Partial-label LearningOral6 citations
1511. Cauchy-Schwarz Divergence Information Bottleneck for RegressionPoster6 citations
1512. Causal Structure Recovery with Latent Variables under Milder Distributional and Graphical AssumptionsPoster6 citations
1513. CoLiDE: Concomitant Linear DAG EstimationPoster6 citations
1514. Combining Axes Preconditioners through Kronecker Approximation for Deep LearningPoster6 citations
1515. Communication-Efficient Gradient Descent-Accent Methods for Distributed Variational Inequalities: Unified Analysis and Local UpdatesPoster6 citations
1516. Conformal Inductive Graph Neural NetworksPoster6 citations
1517. Constraint-Free Structure Learning with Smooth Acyclic OrientationsPoster6 citations
1518. Counterfactual Density Estimation using Kernel Stein DiscrepanciesPoster6 citations
1519. Deep Geodesic Canonical Correlation Analysis for Covariance-Based Neuroimaging DataSpotlight6 citations
1520. Delta-AI: Local objectives for amortized inference in sparse graphical modelsPoster6 citations
1521. Demystifying Poisoning Backdoor Attacks from a Statistical PerspectivePoster6 citations
1522. Designing Skill-Compatible AI: Methodologies and Frameworks in ChessPoster6 citations
1523. Det-CGD: Compressed Gradient Descent with Matrix Stepsizes for Non-Convex OptimizationPoster6 citations
1524. Distributionally Robust Optimization with Bias and Variance ReductionSpotlight6 citations
1525. DittoGym: Learning to Control Soft Shape-Shifting RobotsPoster6 citations
1526. EMO: EARTH MOVER DISTANCE OPTIMIZATION FOR AUTO-REGRESSIVE LANGUAGE MODELINGPoster6 citations
1527. Efficient Episodic Memory Utilization of Cooperative Multi-Agent Reinforcement LearningOral6 citations
1528. Efficient Multi-agent Reinforcement Learning by PlanningPoster6 citations
1529. Efficient Planning with Latent DiffusionPoster6 citations
1530. Efficiently Computing Similarities to Private DatasetsPoster6 citations
1531. Emergent mechanisms for long timescales depend on training curriculum and affect performance in memory tasksPoster6 citations
1532. Entropy-MCMC: Sampling from Flat Basins with EasePoster6 citations
1533. Epitopological learning and Cannistraci-Hebb network shape intelligence brain-inspired theory for ultra-sparse advantage in deep learningPoster6 citations
1534. Expected flow networks in stochastic environments and two-player zero-sum gamesPoster6 citations
1535. Fake It Till Make It: Federated Learning with Consensus-Oriented GenerationPoster6 citations
1536. First-order ANIL provably learns representations despite overparametrisationPoster6 citations
1537. Function-space Parameterization of Neural Networks for Sequential LearningPoster6 citations
1538. GNNBoundary: Towards Explaining Graph Neural Networks through the Lens of Decision BoundariesPoster6 citations
1539. GenCorres: Consistent Shape Matching via Coupled Implicit-Explicit Shape Generative ModelsPoster6 citations
1540. Generating Images with 3D Annotations Using Diffusion ModelsSpotlight6 citations
1541. Graph Generation with $K^2$-treesPoster6 citations
1542. Graph-based Virtual Sensing from Sparse and Partial Multivariate ObservationsPoster6 citations
1543. Hyper Evidential Deep Learning to Quantify Composite Classification UncertaintyPoster6 citations
1544. Implicit Gaussian process representation of vector fields over arbitrary latent manifoldsPoster6 citations
1545. Improved algorithm and bounds for successive projectionPoster6 citations
1546. Improved statistical and computational complexity of the mean-field Langevin dynamics under structured dataPoster6 citations
1547. Improving Offline RL by Blending HeuristicsSpotlight6 citations
1548. Increasing Model Capacity for Free: A Simple Strategy for Parameter Efficient Fine-tuningPoster6 citations
1549. Independent-Set Design of Experiments for Estimating Treatment and Spillover Effects under Network InterferencePoster6 citations
1550. Interpreting Robustness Proofs of Deep Neural NetworksPoster6 citations
1551. Interventional Fairness on Partially Known Causal Graphs: A Constrained Optimization ApproachPoster6 citations
1552. L2P-MIP: Learning to Presolve for Mixed Integer ProgrammingPoster6 citations
1553. Latent Trajectory Learning for Limited Timestamps under Distribution Shift over TimeOral6 citations
1554. Learning Large DAGs is Harder than you Think: Many Losses are Minimal for the Wrong DAGPoster6 citations
1555. Learning Over Molecular Conformer Ensembles: Datasets and BenchmarksPoster6 citations
1556. Learning Robust Generalizable Radiance Field with Visibility and Feature Augmented Point RepresentationPoster6 citations
1557. Learning to Jointly Understand Visual and Tactile SignalsPoster6 citations
1558. Learning to Relax: Setting Solver Parameters Across a Sequence of Linear System InstancesSpotlight6 citations
1559. Leftover Lunch: Advantage-based Offline Reinforcement Learning for Language ModelsPoster6 citations
1560. Linear Log-Normal Attention with Unbiased ConcentrationPoster6 citations
1561. Manifold Diffusion FieldsPoster6 citations
1562. MixSATGEN: Learning Graph Mixing for SAT Instance GenerationPoster6 citations
1563. Modeling state-dependent communication between brain regions with switching nonlinear dynamical systemsPoster6 citations
1564. NeRM: Learning Neural Representations for High-Framerate Human Motion SynthesisPoster6 citations
1565. Neural Active Learning Beyond BanditsPoster6 citations
1566. Neural Rate Control for Learned Video CompressionPoster6 citations
1567. NoiseDiffusion: Correcting Noise for Image Interpolation with Diffusion Models beyond Spherical Linear InterpolationSpotlight6 citations
1568. Novel Quadratic Constraints for Extending LipSDP beyond Slope-Restricted ActivationsPoster6 citations
1569. OPTIMAL ROBUST MEMORIZATION WITH RELU NEURAL NETWORKSSpotlight6 citations
1570. On Accelerating Diffusion-Based Sampling Processes via Improved Integration ApproximationPoster6 citations
1571. One-hot Generalized Linear Model for Switching Brain State DiscoveryPoster6 citations
1572. Out-of-Variable Generalisation for Discriminative ModelsPoster6 citations
1573. Pareto Deep Long-Tailed Recognition: A Conflict-Averse SolutionPoster6 citations
1574. Polynomial Width is Sufficient for Set Representation with High-dimensional FeaturesPoster6 citations
1575. Prediction without Preclusion: Recourse Verification with Reachable SetsSpotlight6 citations
1576. Privileged Sensing Scaffolds Reinforcement LearningSpotlight6 citations
1577. Probabilistic Self-supervised Representation Learning via Scoring Rules MinimizationPoster6 citations
1578. Provably Efficient UCB-type Algorithms For Learning Predictive State RepresentationsPoster6 citations
1579. RTFS-Net: Recurrent Time-Frequency Modelling for Efficient Audio-Visual Speech SeparationPoster6 citations
1580. Replay across Experiments: A Natural Extension of Off-Policy RLPoster6 citations
1581. Robust NAS under adversarial training: benchmark, theory, and beyondPoster6 citations
1582. SRL: Scaling Distributed Reinforcement Learning to Over Ten Thousand CoresPoster6 citations
1583. SWAP-NAS: Sample-Wise Activation Patterns for Ultra-fast NASSpotlight6 citations
1584. Scalable Neural Network KernelsPoster6 citations
1585. Social Reward: Evaluating and Enhancing Generative AI through Million-User Feedback from an Online Creative CommunitySpotlight6 citations
1586. Space and time continuous physics simulation from partial observationsSpotlight6 citations
1587. Spatially-Aware Transformers for Embodied AgentsSpotlight6 citations
1588. Synaptic Weight Distributions Depend on the Geometry of PlasticitySpotlight6 citations
1589. TRAM: Bridging Trust Regions and Sharpness Aware MinimizationSpotlight6 citations
1590. Tangent Transformers for Composition,Privacy and RemovalPoster6 citations
1591. The Expressive Leaky Memory Neuron: an Efficient and Expressive Phenomenological Neuron Model Can Solve Long-Horizon Tasks.Poster6 citations
1592. Time Fairness in Online Knapsack ProblemsPoster6 citations
1593. Topological data analysis on noisy quantum computersOral6 citations
1594. Towards Optimal Feature-Shaping Methods for Out-of-Distribution DetectionPoster6 citations
1595. Towards the Fundamental Limits of Knowledge Transfer over Finite DomainsPoster6 citations
1596. Tractable MCMC for Private Learning with Pure and Gaussian Differential PrivacyPoster6 citations
1597. Transformers can optimally learn regression mixture modelsPoster6 citations
1598. Two-stage LLM Fine-tuning with Less Specialization and More GeneralizationPoster6 citations
1599. Two-timescale Extragradient for Finding Local Minimax PointsPoster6 citations
1600. Un-Mixing Test-Time Normalization Statistics: Combatting Label Temporal CorrelationPoster6 citations
1601. Understanding Domain Generalization: A Noise Robustness PerspectivePoster6 citations
1602. Unlocking the Power of Representations in Long-term Novelty-based ExplorationSpotlight6 citations
1603. VQ-TR: Vector Quantized Attention for Time Series ForecastingPoster6 citations
1604. Variational Inference for SDEs Driven by Fractional NoiseSpotlight6 citations
1605. Visual Data-Type Understanding does not emerge from scaling Vision-Language ModelsPoster6 citations
1606. WildFusion: Learning 3D-Aware Latent Diffusion Models in View SpacePoster6 citations
1607. Zero-Shot Continuous Prompt Transfer: Generalizing Task Semantics Across Language ModelsPoster6 citations
1608. ZeroFlow: Scalable Scene Flow via DistillationPoster6 citations
1609. f-FERM: A Scalable Framework for Robust Fair Empirical Risk MinimizationPoster6 citations
1610. A Good Learner can Teach Better: Teacher-Student Collaborative Knowledge DistillationPoster5 citations
1611. A Plug-and-Play Image Registration NetworkPoster5 citations
1612. A Symmetry-Aware Exploration of Bayesian Neural Network PosteriorsPoster5 citations
1613. A Unified Sampling Framework for Solver Searching of Diffusion Probabilistic ModelsPoster5 citations
1614. ADOPD: A Large-Scale Document Page Decomposition DatasetPoster5 citations
1615. ARM: Refining Multivariate Forecasting with Adaptive Temporal-Contextual LearningPoster5 citations
1616. Accelerating Sinkhorn algorithm with sparse Newton iterationsPoster5 citations
1617. Achieving Human Parity in Content-Grounded Datasets GenerationPoster5 citations
1618. Adaptive Stochastic Gradient Algorithm for Black-box Multi-Objective LearningPoster5 citations
1619. Adversarial Causal Bayesian OptimizationPoster5 citations
1620. Alt-Text with Context: Improving Accessibility for Images on TwitterPoster5 citations
1621. CNN Kernels Can Be the Best ShapeletsPoster5 citations
1622. Combinatorial Bandits for Maximum Value Reward Function under Value-Index FeedbackPoster5 citations
1623. Conditional Instrumental Variable Regression with Representation Learning for Causal InferencePoster5 citations
1624. Confidential-DPproof: Confidential Proof of Differentially Private TrainingSpotlight5 citations
1625. Consistent algorithms for multi-label classification with macro-at-$k$ metricsPoster5 citations
1626. Constructing Adversarial Examples for Vertical Federated Learning: Optimal Client Corruption through Multi-Armed BanditPoster5 citations
1627. Continual Learning in the Presence of Spurious Correlations: Analyses and a Simple BaselinePoster5 citations
1628. Continual Momentum Filtering on Parameter Space for Online Test-time AdaptationPoster5 citations
1629. Debiasing Attention Mechanism in Transformer without DemographicsPoster5 citations
1630. Deceptive Fairness Attacks on Graphs via Meta LearningPoster5 citations
1631. Deep Generative Clustering with Multimodal Diffusion Variational AutoencodersPoster5 citations
1632. DiffAR: Denoising Diffusion Autoregressive Model for Raw Speech Waveform GenerationPoster5 citations
1633. Effective and Efficient Federated Tree Learning on Hybrid DataPoster5 citations
1634. Enhancing Human-AI Collaboration Through Logic-Guided ReasoningPoster5 citations
1635. Enhancing Neural Training via a Correlated Dynamics ModelPoster5 citations
1636. Entropy Coding of Unordered Data StructuresPoster5 citations
1637. Estimating Shape Distances on Neural Representations with Limited SamplesPoster5 citations
1638. Exploiting Causal Graph Priors with Posterior Sampling for Reinforcement LearningPoster5 citations
1639. Exploring the cloud of feature interaction scores in a Rashomon setPoster5 citations
1640. Fair Classifiers that Abstain without HarmPoster5 citations
1641. Faithful and Efficient Explanations for Neural Networks via Neural Tangent Kernel Surrogate ModelsSpotlight5 citations
1642. FedHyper: A Universal and Robust Learning Rate Scheduler for Federated Learning with Hypergradient DescentPoster5 citations
1643. Federated Wasserstein DistancePoster5 citations
1644. GTMGC: Using Graph Transformer to Predict Molecule’s Ground-State ConformationSpotlight5 citations
1645. Generalization of Scaled Deep ResNets in the Mean-Field RegimeSpotlight5 citations
1646. H2O-SDF: Two-phase Learning for 3D Indoor Reconstruction using Object Surface FieldsSpotlight5 citations
1647. I-PHYRE: Interactive Physical ReasoningPoster5 citations
1648. INViTE: INterpret and Control Vision-Language Models with Text ExplanationsPoster5 citations
1649. IceFormer: Accelerated Inference with Long-Sequence Transformers on CPUsPoster5 citations
1650. Illusory Attacks: Information-theoretic detectability matters in adversarial attacksSpotlight5 citations
1651. Improved Active Learning via Dependent Leverage Score SamplingOral5 citations
1652. Improved Efficiency Based on Learned Saccade and Continuous Scene Reconstruction From Foveated Visual SamplingSpotlight5 citations
1653. Improving Generalization of Alignment with Human Preferences through Group Invariant LearningSpotlight5 citations
1654. In-Context Learning Dynamics with Random Binary SequencesPoster5 citations
1655. InsertNeRF: Instilling Generalizability into NeRF with HyperNet ModulesPoster5 citations
1656. Langevin Monte Carlo for strongly log-concave distributions: Randomized midpoint revisitedPoster5 citations
1657. Learning Grounded Action Abstractions from LanguagePoster5 citations
1658. Learning Implicit Representation for Reconstructing Articulated ObjectsPoster5 citations
1659. Learning to Compose: Improving Object Centric Learning by Injecting CompositionalityPoster5 citations
1660. Learning to Solve Bilevel Programs with Binary TenderPoster5 citations
1661. Learning with a Mole: Transferable latent spatial representations for navigation without reconstructionPoster5 citations
1662. Leveraging Unpaired Data for Vision-Language Generative Models via Cycle ConsistencySpotlight5 citations
1663. MaGIC: Multi-modality Guided Image CompletionPoster5 citations
1664. Mastering Symbolic Operations: Augmenting Language Models with Compiled Neural NetworksPoster5 citations
1665. Near-Optimal Solutions of Constrained Learning ProblemsPoster5 citations
1666. Negatively Correlated Ensemble Reinforcement Learning for Online Diverse Game Level GenerationPoster5 citations
1667. Neural Fine-Tuning Search for Few-Shot LearningOral5 citations
1668. Neural Fourier Transform: A General Approach to Equivariant Representation LearningPoster5 citations
1669. Neural structure learning with stochastic differential equationsPoster5 citations
1670. On the Expressivity of Objective-Specification Formalisms in Reinforcement LearningPoster5 citations
1671. On the Joint Interaction of Models, Data, and FeaturesOral5 citations
1672. On the Limitations of Temperature Scaling for Distributions with OverlapsPoster5 citations
1673. On the Parameterization of Second-Order Optimization Effective towards the Infinite WidthPoster5 citations
1674. Online GNN Evaluation Under Test-time Graph Distribution ShiftsSpotlight5 citations
1675. Optimistic Bayesian Optimization with Unknown ConstraintsPoster5 citations
1676. Out-of-Distribution Detection by Leveraging Between-Layer Transformation SmoothnessPoster5 citations
1677. Poly-View Contrastive LearningPoster5 citations
1678. Pre-training LiDAR-based 3D Object Detectors through ColorizationPoster5 citations
1679. Quantifying the Sensitivity of Inverse Reinforcement Learning to MisspecificationPoster5 citations
1680. Querying Easily Flip-flopped Samples for Deep Active LearningPoster5 citations
1681. Reinforcement Symbolic Regression MachinePoster5 citations
1682. Relaxing the Additivity Constraints in Decentralized No-Regret High-Dimensional Bayesian OptimizationPoster5 citations
1683. Repelling Random WalksPoster5 citations
1684. Retrieval-Guided Reinforcement Learning for Boolean Circuit MinimizationPoster5 citations
1685. Robot Fleet Learning via Policy MergingPoster5 citations
1686. Robust Adversarial Reinforcement Learning via Bounded Rationality CurriculaSpotlight5 citations
1687. S$2$AC: Energy-Based Reinforcement Learning with Stein Soft Actor CriticPoster5 citations
1688. STREAM: Spatio-TempoRal Evaluation and Analysis Metric for Video Generative ModelsPoster5 citations
1689. Semantic Flow: Learning Semantic Fields of Dynamic Scenes from Monocular VideosPoster5 citations
1690. Sharpness-Aware Minimization Enhances Feature Quality via Balanced LearningPoster5 citations
1691. Skill Machines: Temporal Logic Skill Composition in Reinforcement LearningPoster5 citations
1692. Sparsistency for inverse optimal transportPoster5 citations
1693. StructComp: Substituting propagation with Structural Compression in Training Graph Contrastive LearningPoster5 citations
1694. Structural Estimation of Partially Observed Linear Non-Gaussian Acyclic Model: A Practical Approach with IdentifiabilityPoster5 citations
1695. Structural Inference with Dynamics Encoding and Partial Correlation CoefficientsPoster5 citations
1696. Sufficient conditions for offline reactivation in recurrent neural networksPoster5 citations
1697. Symmetric Single Index LearningPoster5 citations
1698. Synergistic Patch Pruning for Vision Transformer: Unifying Intra- & Inter-Layer Patch ImportancePoster5 citations
1699. TUVF: Learning Generalizable Texture UV Radiance FieldsPoster5 citations
1700. The Devil is in the Object Boundary: Towards Annotation-free Instance Segmentation using Foundation ModelsPoster5 citations
1701. The Lipschitz-Variance-Margin Tradeoff for Enhanced Randomized SmoothingPoster5 citations
1702. The Update-Equivalence Framework for Decision-Time PlanningPoster5 citations
1703. Thin-Shell Object Manipulations With Differentiable Physics SimulationsSpotlight5 citations
1704. Towards Characterizing Domain Counterfactuals for Invertible Latent Causal ModelsPoster5 citations
1705. Towards Meta-Pruning via Optimal TransportSpotlight5 citations
1706. Towards Offline Opponent Modeling with In-context LearningPoster5 citations
1707. Towards Transparent Time Series ForecastingPoster5 citations
1708. Treatment Effects Estimation By Uniform TransformerPoster5 citations
1709. Universal Backdoor AttacksPoster5 citations
1710. Waxing-and-Waning: a Generic Similarity-based Framework for Efficient Self-Supervised LearningPoster5 citations
1711. iGraphMix: Input Graph Mixup Method for Node ClassificationPoster5 citations
1712. A Primal-Dual Approach to Solving Variational Inequalities with General ConstraintsPoster4 citations
1713. A Recipe for Improved Certifiable RobustnessPoster4 citations
1714. A Simple and Scalable Representation for Graph GenerationPoster4 citations
1715. A differentiable brain simulator bridging brain simulation and brain-inspired computingPoster4 citations
1716. ALAM: Averaged Low-Precision Activation for Memory-Efficient Training of Transformer ModelsPoster4 citations
1717. Accelerating Data Generation for Neural Operators via Krylov Subspace RecyclingSpotlight4 citations
1718. Accurate and Scalable Estimation of Epistemic Uncertainty for Graph Neural NetworksPoster4 citations
1719. Adaptive Regularization of Representation Rank as an Implicit Constraint of Bellman EquationPoster4 citations
1720. Adversarial Feature Map Pruning for BackdoorPoster4 citations
1721. An improved analysis of per-sample and per-update clipping in federated learningPoster4 citations
1722. An interpretable error correction method for enhancing code-to-code translationPoster4 citations
1723. Annealing Self-Distillation Rectification Improves Adversarial TrainingPoster4 citations
1724. BENO: Boundary-embedded Neural Operators for Elliptic PDEsPoster4 citations
1725. Balancing Act: Constraining Disparate Impact in Sparse ModelsPoster4 citations
1726. Behaviour DistillationPoster4 citations
1727. BroGNet: Momentum-Conserving Graph Neural Stochastic Differential Equation for Learning Brownian DynamicsPoster4 citations
1728. CAMBranch: Contrastive Learning with Augmented MILPs for BranchingPoster4 citations
1729. CLIP-MUSED: CLIP-Guided Multi-Subject Visual Neural Information Semantic DecodingPoster4 citations
1730. Can Transformers Capture Spatial Relations between Objects?Poster4 citations
1731. Causal Fairness under Unobserved Confounding: A Neural Sensitivity FrameworkPoster4 citations
1732. CoRe-GD: A Hierarchical Framework for Scalable Graph Visualization with GNNsPoster4 citations
1733. Conditional Variational Diffusion ModelsPoster4 citations
1734. Confidence-aware Reward Optimization for Fine-tuning Text-to-Image ModelsPoster4 citations
1735. ContextRef: Evaluating Referenceless Metrics for Image Description GenerationPoster4 citations
1736. Data-independent Module-aware Pruning for Hierarchical Vision TransformersPoster4 citations
1737. Decoupling Weighing and Selecting for Integrating Multiple Graph Pre-training TasksPoster4 citations
1738. Differentiable Learning of Generalized Structured Matrices for Efficient Deep Neural NetworksPoster4 citations
1739. Efficient Inverse Multiagent LearningSpotlight4 citations
1740. Energy-conserving equivariant GNN for elasticity of lattice architected metamaterialsPoster4 citations
1741. Enhancing Transferable Adversarial Attacks on Vision Transformers through Gradient Normalization Scaling and High-Frequency AdaptationPoster4 citations
1742. Error Norm Truncation: Robust Training in the Presence of Data Noise for Text Generation ModelsSpotlight4 citations
1743. Faithful Rule Extraction for Differentiable Rule Learning ModelsPoster4 citations
1744. Fast Hyperboloid Decision Tree AlgorithmsPoster4 citations
1745. Fast Value Tracking for Deep Reinforcement LearningPoster4 citations
1746. Few-shot Hybrid Domain Adaptation of Image GeneratorPoster4 citations
1747. GRAPH-CONSTRAINED DIFFUSION FOR END-TO-END PATH PLANNINGPoster4 citations
1748. Generating Pragmatic Examples to Train Neural Program SynthesizersPoster4 citations
1749. Global Optimality for Non-linear Constrained Restoration Problems via InvexityPoster4 citations
1750. Gradual Optimization Learning for Conformational Energy MinimizationPoster4 citations
1751. Graph Parsing NetworksPoster4 citations
1752. Harnessing Joint Rain-/Detail-aware Representations to Eliminate Intricate RainsPoster4 citations
1753. Horizon-Free Regret for Linear Markov Decision ProcessesPoster4 citations
1754. Horizon-free Reinforcement Learning in Adversarial Linear Mixture MDPsPoster4 citations
1755. Improved Analysis of Sparse Linear Regression in Local Differential Privacy ModelPoster4 citations
1756. In-context Exploration-Exploitation for Reinforcement LearningPoster4 citations
1757. Incentive-Aware Federated Learning with Training-Time Model RewardsPoster4 citations
1758. Integrating Planning and Deep Reinforcement Learning via Automatic Induction of Task SubstructuresPoster4 citations
1759. Jointly-Learned Exit and Inference for a Dynamic Neural NetworkPoster4 citations
1760. LCOT: Linear Circular Optimal TransportPoster4 citations
1761. LRR: Language-Driven Resamplable Continuous Representation against Adversarial Tracking AttacksPoster4 citations
1762. Learning Planning Abstractions from LanguagePoster4 citations
1763. Learning Stackable and Skippable LEGO Bricks for Efficient, Reconfigurable, and Variable-Resolution Diffusion ModelingPoster4 citations
1764. Learning model uncertainty as variance-minimizing instance weightsPoster4 citations
1765. Less is More: One-shot Subgraph Reasoning on Large-scale Knowledge GraphsPoster4 citations
1766. Leveraging Generative Models for Unsupervised Alignment of Neural Time Series DataPoster4 citations
1767. LightHGNN: Distilling Hypergraph Neural Networks into MLPs for 100x Faster InferencePoster4 citations
1768. Long-Term Typhoon Trajectory Prediction: A Physics-Conditioned Approach Without Reanalysis DataSpotlight4 citations
1769. MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent Recognition and Out-of-scope Detection in ConversationsPoster4 citations
1770. Masked Autoencoders with Multi-Window Local-Global Attention Are Better Audio LearnersPoster4 citations
1771. Mayfly: a Neural Data Structure for Graph Stream SummarizationSpotlight4 citations
1772. Meta-Evolve: Continuous Robot Evolution for One-to-many Policy TransferPoster4 citations
1773. Modeling Boundedly Rational Agents with Latent Inference BudgetsPoster4 citations
1774. Most discriminative stimuli for functional cell type clusteringPoster4 citations
1775. Multi-View Representation is What You Need for Point-Cloud Pre-TrainingPoster4 citations
1776. Multi-task Learning with 3D-Aware RegularizationPoster4 citations
1777. Nemesis: Normalizing the Soft-prompt Vectors of Vision-Language ModelsSpotlight4 citations
1778. Neural Snowflakes: Universal Latent Graph Inference via Trainable Latent GeometriesPoster4 citations
1779. Off-Policy Primal-Dual Safe Reinforcement LearningPoster4 citations
1780. On Stationary Point Convergence of PPO-ClipPoster4 citations
1781. On Trajectory Augmentations for Off-Policy EvaluationPoster4 citations
1782. On the Fairness ROAD: Robust Optimization for Adversarial DebiasingPoster4 citations
1783. On the Variance of Neural Network Training with respect to Test Sets and DistributionsPoster4 citations
1784. One-shot Active Learning Based on Lewis Weight Sampling for Multiple Deep ModelsPoster4 citations
1785. Online Information Acquisition: Hiring Multiple AgentsPoster4 citations
1786. Only Pay for What Is Uncertain: Variance-Adaptive Thompson SamplingPoster4 citations
1787. Orbit-Equivariant Graph Neural NetworksPoster4 citations
1788. PRIME: Prioritizing Interpretability in Failure Mode ExtractionPoster4 citations
1789. Parsing neural dynamics with infinite recurrent switching linear dynamical systemsPoster4 citations
1790. Piecewise Linear Parametrization of Policies: Towards Interpretable Deep Reinforcement LearningPoster4 citations
1791. Plug-and-Play Posterior Sampling under Mismatched Measurement and Prior ModelsPoster4 citations
1792. Policy Rehearsing: Training Generalizable Policies for Reinforcement LearningPoster4 citations
1793. Pre-training with Synthetic Data Helps Offline Reinforcement LearningPoster4 citations
1794. Procedural Fairness Through Decoupling Objectionable Data Generating ComponentsSpotlight4 citations
1795. Provably Efficient CVaR RL in Low-rank MDPsPoster4 citations
1796. R-EDL: Relaxing Nonessential Settings of Evidential Deep LearningSpotlight4 citations
1797. Reconciling Spatial and Temporal Abstractions for Goal RepresentationPoster4 citations
1798. Removing Biases from Molecular Representations via Information MaximizationPoster4 citations
1799. Representation Deficiency in Masked Language ModelingPoster4 citations
1800. Rethinking Adversarial Policies: A Generalized Attack Formulation and Provable Defense in RLPoster4 citations
1801. SEA: Sparse Linear Attention with Estimated Attention MaskPoster4 citations
1802. Safe and Robust Watermark Injection with a Single OoD ImagePoster4 citations
1803. Self-Guided Masked Autoencoders for Domain-Agnostic Self-Supervised LearningPoster4 citations
1804. Self-Supervised High Dynamic Range Imaging with Multi-Exposure Images in Dynamic ScenesPoster4 citations
1805. Solving High Frequency and Multi-Scale PDEs with Gaussian ProcessesPoster4 citations
1806. The Effective Horizon Explains Deep RL Performance in Stochastic EnvironmentsSpotlight4 citations
1807. The importance of feature preprocessing for differentially private linear optimizationPoster4 citations
1808. Theoretical Understanding of Learning from Adversarial PerturbationsPoster4 citations
1809. Threshold-Consistent Margin Loss for Open-World Deep Metric LearningPoster4 citations
1810. Towards Eliminating Hard Label Constraints in Gradient Inversion AttacksPoster4 citations
1811. Towards Principled Representation Learning from Videos for Reinforcement LearningSpotlight4 citations
1812. Towards domain-invariant Self-Supervised Learning with Batch Styles StandardizationPoster4 citations
1813. Tractable Probabilistic Graph Representation Learning with Graph-Induced Sum-Product NetworksPoster4 citations
1814. Unified Projection-Free Algorithms for Adversarial DR-Submodular OptimizationPoster4 citations
1815. Unraveling the Enigma of Double Descent: An In-depth Analysis through the Lens of Learned Feature SpacePoster4 citations
1816. Unveiling the Unseen: Identifiable Clusters in Trained Depthwise Convolutional KernelsPoster4 citations
1817. Variance-enlarged Poisson Learning for Graph-based Semi-Supervised Learning with Extremely Sparse Labeled DataPoster4 citations
1818. Weaker MVI Condition: Extragradient Methods with Multi-Step ExplorationPoster4 citations
1819. Win-Win: Training High-Resolution Vision Transformers from Two WindowsPoster4 citations
1820. fairret: a Framework for Differentiable Fairness Regularization TermsPoster4 citations
1821. $\mathbb{D}^2$ Pruning: Message Passing for Balancing Diversity & Difficulty in Data PruningPoster3 citations
1822. A Hierarchical Bayesian Model for Few-Shot Meta LearningSpotlight3 citations
1823. A Mutual Information Perspective on Federated Contrastive LearningSpotlight3 citations
1824. A Newborn Embodied Turing Test for Comparing Object Segmentation Across Animals and MachinesPoster3 citations
1825. ACRF: Compressing Explicit Neural Radiance Fields via Attribute CompressionPoster3 citations
1826. ASMR: Activation-Sharing Multi-Resolution Coordinate Networks for Efficient InferencePoster3 citations
1827. AUC-CL: A Batchsize-Robust Framework for Self-Supervised Contrastive Representation LearningPoster3 citations
1828. Accelerated Convergence of Stochastic Heavy Ball Method under Anisotropic Gradient NoisePoster3 citations
1829. Accelerating Distributed Stochastic Optimization via Self-Repellent Random WalksOral3 citations
1830. Active Retrosynthetic Planning Aware of Route QualityPoster3 citations
1831. Analyzing and Improving Optimal-Transport-based Adversarial NetworksPoster3 citations
1832. Augmented Bayesian Policy SearchPoster3 citations
1833. Augmenting Transformers with Recursively Composed Multi-grained RepresentationsPoster3 citations
1834. AutoLoRa: An Automated Robust Fine-Tuning FrameworkPoster3 citations
1835. Backdoor Contrastive Learning via Bi-level Trigger OptimizationPoster3 citations
1836. Better Neural PDE Solvers Through Data-Free Mesh MoversPoster3 citations
1837. Beyond Vanilla Variational Autoencoders: Detecting Posterior Collapse in Conditional and Hierarchical Variational AutoencodersPoster3 citations
1838. Branch-GAN: Improving Text Generation with (not so) Large Language ModelsPoster3 citations
1839. COCO-Periph: Bridging the Gap Between Human and Machine Perception in the PeripheryPoster3 citations
1840. Causal-StoNet: Causal Inference for High-Dimensional Complex DataPoster3 citations
1841. Causally Aligned Curriculum LearningPoster3 citations
1842. Certified Adversarial Robustness for Rate Encoded Spiking Neural NetworksPoster3 citations
1843. Class Probability Matching with Calibrated Networks for Label Shift AdaptionPoster3 citations
1844. Compose and Conquer: Diffusion-Based 3D Depth Aware Composable Image SynthesisPoster3 citations
1845. Compressing Latent Space via Least VolumePoster3 citations
1846. Conserve-Update-Revise to Cure Generalization and Robustness Trade-off in Adversarial TrainingPoster3 citations
1847. Constrained Decoding for Cross-lingual Label ProjectionPoster3 citations
1848. Contextual Bandits with Online Neural RegressionPoster3 citations
1849. Continuous Invariance LearningPoster3 citations
1850. Convolutional Deep Kernel MachinesPoster3 citations
1851. DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified RobustnessPoster3 citations
1852. Diverse Projection Ensembles for Distributional Reinforcement LearningPoster3 citations
1853. Does Progress On Object Recognition Benchmarks Improve Generalization on Crowdsourced, Global Data?Poster3 citations
1854. Doubly Robust Proximal Causal Learning for Continuous TreatmentsPoster3 citations
1855. Dynamic Layer Tying for Parameter-Efficient TransformersPoster3 citations
1856. Efficient Backpropagation with Variance Controlled Adaptive SamplingPoster3 citations
1857. Efficient Dynamics Modeling in Interactive Environments with Koopman TheoryPoster3 citations
1858. Embodied Active Defense: Leveraging Recurrent Feedback to Counter Adversarial PatchesPoster3 citations
1859. Emergent Communication with Conversational RepairPoster3 citations
1860. Enhanced Face Recognition using Intra-class Incoherence ConstraintSpotlight3 citations
1861. Enhancing Group Fairness in Online Settings Using Oblique Decision ForestsSpotlight3 citations
1862. Enhancing Small Medical Learners with Privacy-preserving Contextual PromptingPoster3 citations
1863. Enhancing Transfer Learning with Flexible Nonparametric Posterior SamplingPoster3 citations
1864. Error Feedback Reloaded: From Quadratic to Arithmetic Mean of Smoothness ConstantsPoster3 citations
1865. Estimating Conditional Mutual Information for Dynamic Feature SelectionPoster3 citations
1866. Exploring the Common Appearance-Boundary Adaptation for Nighttime Optical FlowSpotlight3 citations
1867. Exposing Text-Image Inconsistency Using Diffusion ModelsPoster3 citations
1868. Fixed Non-negative Orthogonal Classifier: Inducing Zero-mean Neural Collapse with Feature Dimension SeparationPoster3 citations
1869. Forward Learning of Graph Neural NetworksPoster3 citations
1870. Functional Bayesian Tucker Decomposition for Continuous-indexed Tensor DataPoster3 citations
1871. General Stability Analysis for Zeroth-Order Optimization AlgorithmsPoster3 citations
1872. GlucoBench: Curated List of Continuous Glucose Monitoring Datasets with Prediction BenchmarksPoster3 citations
1873. GraphPulse: Topological representations for temporal graph property predictionPoster3 citations
1874. Guaranteed Approximation Bounds for Mixed-Precision Neural OperatorsPoster3 citations
1875. Hybrid Directional Graph Neural Network for MoleculesSpotlight3 citations
1876. Hybrid Distillation: Connecting Masked Autoencoders with Contrastive LearnersPoster3 citations
1877. Hybrid Sharing for Multi-Label Image ClassificationPoster3 citations
1878. Implicit Neural Representations and the Algebra of Complex WaveletsPoster3 citations
1879. Improving Intrinsic Exploration by Creating Stationary ObjectivesPoster3 citations
1880. In defense of parameter sharing for model-compressionPoster3 citations
1881. InfoCon: Concept Discovery with Generative and Discriminative InformativenessPoster3 citations
1882. Input-gradient space particle inference for neural network ensemblesSpotlight3 citations
1883. Ins-DetCLIP: Aligning Detection Model to Follow Human-Language InstructionPoster3 citations
1884. Koopman-based generalization bound: New aspect for full-rank weightsPoster3 citations
1885. Lagrangian Flow Networks for Conservation LawsSpotlight3 citations
1886. Language-Interfaced Tabular Oversampling via Progressive Imputation and Self-AuthenticationPoster3 citations
1887. Latent Representation and Simulation of Markov Processes via Time-Lagged Information BottleneckPoster3 citations
1888. Learning Adaptive Multiresolution Transforms via Meta-Framelet-based Graph Convolutional NetworkPoster3 citations
1889. Learning Multi-Faceted Prototypical User InterestsPoster3 citations
1890. Learning in reverse causal strategic environments with ramifications on two sided marketsPoster3 citations
1891. Learning to Reject Meets Long-tail LearningSpotlight3 citations
1892. Less or More From Teacher: Exploiting Trilateral Geometry For Knowledge DistillationPoster3 citations
1893. Leveraging augmented-Lagrangian techniques for differentiating over infeasible quadratic programs in machine learningSpotlight3 citations
1894. Local Graph Clustering with Noisy LabelsPoster3 citations
1895. Mean Field Theory in Deep Metric LearningPoster3 citations
1896. Mediator Interpretation and Faster Learning Algorithms for Linear Correlated Equilibria in General Sequential GamesPoster3 citations
1897. MetaPhysiCa: Improving OOD Robustness in Physics-informed Machine LearningSpotlight3 citations
1898. Modelling complex vector drawings with stroke-cloudsPoster3 citations
1899. NeurRev: Train Better Sparse Neural Network Practically via Neuron RevitalizationPoster3 citations
1900. Neural SDF Flow for 3D Reconstruction of Dynamic ScenesPoster3 citations
1901. Object-Centric Learning with Slot Mixture ModulePoster3 citations
1902. Offline RL with Observation Histories: Analyzing and Improving Sample ComplexityPoster3 citations
1903. On Adversarial Training without Perturbing all ExamplesPoster3 citations
1904. On Bias-Variance Alignment in Deep ModelsSpotlight3 citations
1905. On the Generalization and Approximation Capacities of Neural Controlled Differential EquationsPoster3 citations
1906. On the Hardness of Constrained Cooperative Multi-Agent Reinforcement LearningPoster3 citations
1907. On the Role of General Function Approximation in Offline Reinforcement LearningSpotlight3 citations
1908. Oracle Efficient Algorithms for Groupwise RegretPoster3 citations
1909. Pooling Image Datasets with Multiple Covariate Shift and ImbalancePoster3 citations
1910. Project and Probe: Sample-Efficient Adaptation by Interpolating Orthogonal FeaturesSpotlight3 citations
1911. Provably Efficient Iterated CVaR Reinforcement Learning with Function Approximation and Human FeedbackPoster3 citations
1912. RETSim: Resilient and Efficient Text SimilarityPoster3 citations
1913. REValueD: Regularised Ensemble Value-Decomposition for Factorisable Markov Decision ProcessesPoster3 citations
1914. Risk Bounds of Accelerated SGD for Overparameterized Linear RegressionPoster3 citations
1915. Rotation Has Two Sides: Evaluating Data Augmentation for Deep One-class ClassificationSpotlight3 citations
1916. SWAP: Sparse Entropic Wasserstein Regression for Robust Network PruningPoster3 citations
1917. Scalable Monotonic Neural NetworksPoster3 citations
1918. Select to Perfect: Imitating desired behavior from large multi-agent dataPoster3 citations
1919. Separating common from salient patterns with Contrastive Representation LearningPoster3 citations
1920. SetCSE: Set Operations using Contrastive Learning of Sentence EmbeddingsPoster3 citations
1921. Spectrally Transformed Kernel RegressionSpotlight3 citations
1922. Structural Fairness-aware Active Learning for Graph Neural NetworksPoster3 citations
1923. Symbol as Points: Panoptic Symbol Spotting via Point-based RepresentationPoster3 citations
1924. Symmetric Basis Convolutions for Learning Lagrangian Fluid MechanicsPoster3 citations
1925. Task Planning for Visual Room Rearrangement under Partial ObservabilityPoster3 citations
1926. The Curse of Diversity in Ensemble-Based ExplorationPoster3 citations
1927. The Effectiveness of Random Forgetting for Robust GeneralizationPoster3 citations
1928. The Reasonableness Behind Unreasonable Translation Capability of Large Language ModelPoster3 citations
1929. The optimality of kernel classifiers in Sobolev spacePoster3 citations
1930. Time-Efficient Reinforcement Learning with Stochastic Stateful PoliciesPoster3 citations
1931. Towards Cheaper Inference in Deep Networks with Lower Bit-Width AccumulatorsPoster3 citations
1932. Towards Cross Domain Generalization of Hamiltonian Representation via Meta LearningPoster3 citations
1933. Towards Faithful Explanations: Boosting Rationalization with Shortcuts DiscoveryPoster3 citations
1934. Towards Identifiable Unsupervised Domain Translation: A Diversified Distribution Matching ApproachPoster3 citations
1935. Towards LLM4QPE: Unsupervised Pretraining of Quantum Property Estimation and A BenchmarkSpotlight3 citations
1936. UNR-Explainer: Counterfactual Explanations for Unsupervised Node Representation Learning ModelsPoster3 citations
1937. Understanding Expressivity of GNN in Rule LearningPoster3 citations
1938. Understanding the Robustness of Randomized Feature Defense Against Query-Based Adversarial AttacksPoster3 citations
1939. Understanding when Dynamics-Invariant Data Augmentations Benefit Model-free Reinforcement Learning UpdatesPoster3 citations
1940. VersVideo: Leveraging Enhanced Temporal Diffusion Models for Versatile Video GenerationPoster3 citations
1941. Weakly-supervised Audio Separation via Bi-modal Semantic SimilarityPoster3 citations
1942. $\mathcal{B}$-Coder: Value-Based Deep Reinforcement Learning for Program SynthesisSpotlight2 citations
1943. $t^3$-Variational Autoencoder: Learning Heavy-tailed Data with Student's t and Power DivergencePoster2 citations
1944. 3D Reconstruction with Generalizable Neural Fields using Scene PriorsPoster2 citations
1945. A Black-box Approach for Non-stationary Multi-agent Reinforcement LearningPoster2 citations
1946. A Poincaré Inequality and Consistency Results for Signal Sampling on Large GraphsSpotlight2 citations
1947. A Quadratic Synchronization Rule for Distributed Deep LearningPoster2 citations
1948. A Variational Framework for Estimating Continuous Treatment Effects with Measurement ErrorPoster2 citations
1949. A unique M-pattern for micro-expression spotting in long videosPoster2 citations
1950. Adversarial Imitation Learning via BoostingPoster2 citations
1951. Align With Purpose: Optimize Desired Properties in CTC Models with a General Plug-and-Play FrameworkPoster2 citations
1952. An Investigation of Representation and Allocation Harms in Contrastive LearningPoster2 citations
1953. Approximately Piecewise E(3) Equivariant Point NetworksPoster2 citations
1954. ArchLock: Locking DNN Transferability at the Architecture Level with a Zero-Cost Binary PredictorPoster2 citations
1955. Are Bert Family Good Instruction Followers? A Study on Their Potential And LimitationsPoster2 citations
1956. Assessing Uncertainty in Similarity Scoring: Performance & Fairness in Face RecognitionPoster2 citations
1957. Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference CostPoster2 citations
1958. BTR: Binary Token Representations for Efficient Retrieval Augmented Language ModelsSpotlight2 citations
1959. Beating Price of Anarchy and Gradient Descent without Regret in Potential GamesPoster2 citations
1960. Bounding Box Stability against Feature Dropout Reflects Detector Generalization across EnvironmentsSpotlight2 citations
1961. CAS: A Probability-Based Approach for Universal Condition Alignment ScoreSpotlight2 citations
1962. COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic CircuitsPoster2 citations
1963. Coeditor: Leveraging Repo-level Diffs for Code Auto-editingSpotlight2 citations
1964. Convergence of Bayesian Bilevel OptimizationSpotlight2 citations
1965. Course Correcting Koopman RepresentationsPoster2 citations
1966. Decodable and Sample Invariant Continuous Object EncoderPoster2 citations
1967. Decongestion by Representation: Learning to Improve Economic Welfare in MarketplacesPoster2 citations
1968. Demystifying Linear MDPs and Novel Dynamics Aggregation FrameworkPoster2 citations
1969. Diffusion Sampling with Momentum for Mitigating Divergence ArtifactsPoster2 citations
1970. Doubly Robust Instance-Reweighted Adversarial TrainingPoster2 citations
1971. Dropout Enhanced Bilevel TrainingSpotlight2 citations
1972. Dynamic Neighborhood Construction for Structured Large Discrete Action SpacesPoster2 citations
1973. Dynamics-Informed Protein Design with Structure ConditioningPoster2 citations
1974. Efficient ConvBN Blocks for Transfer Learning and BeyondSpotlight2 citations
1975. Efficient Score Matching with Deep Equilibrium LayersPoster2 citations
1976. Encoding Unitig-level Assembly Graphs with Heterophilous Constraints for Metagenomic Contigs BinningPoster2 citations
1977. Enhancing Human Experience in Human-Agent Collaboration: A Human-Centered Modeling Approach Based on Positive Human GainPoster2 citations
1978. Equivariant Scalar Fields for Molecular Docking with Fast Fourier TransformsPoster2 citations
1979. Experimental Design for Multi-Channel Imaging via Task-Driven Feature SelectionPoster2 citations
1980. Explaining Kernel Clustering via Decision TreesPoster2 citations
1981. FOSI: Hybrid First and Second Order OptimizationPoster2 citations
1982. Fast Ensembling with Diffusion Schrödinger BridgePoster2 citations
1983. Fast Equilibrium of SGD in Generic SituationsPoster2 citations
1984. Fast Updating Truncated SVD for Representation Learning with Sparse MatricesPoster2 citations
1985. Feature CollapsePoster2 citations
1986. Forward $\chi^2$ Divergence Based Variational Importance SamplingSpotlight2 citations
1987. Future Language Modeling from Temporal Document HistoryPoster2 citations
1988. Generative Learning for Solving Non-Convex Problem with Multi-Valued Input-Solution MappingPoster2 citations
1989. Geometrically Aligned Transfer Encoder for Inductive Transfer in Regression TasksPoster2 citations
1990. Headless Language Models: Learning without Predicting with Contrastive Weight TyingPoster2 citations
1991. IRAD: Implicit Representation-driven Image Resampling against Adversarial AttacksPoster2 citations
1992. Identifying Policy Gradient SubspacesPoster2 citations
1993. Implicit Maximum a Posteriori Filtering via Adaptive OptimizationPoster2 citations
1994. Implicit Neural Representation Inference for Low-Dimensional Bayesian Deep LearningPoster2 citations
1995. Inner Classifier-Free Guidance and Its Taylor Expansion for Diffusion ModelsPoster2 citations
1996. LLCP: Learning Latent Causal Processes for Reasoning-based Video Question AnswerPoster2 citations
1997. LOQA: Learning with Opponent Q-Learning AwarenessPoster2 citations
1998. Learning Mean Field Games on Sparse Graphs: A Hybrid Graphex ApproachPoster2 citations
1999. Learning Nash Equilibria in Rank-1 GamesPoster2 citations
2000. Learning from Aggregate responses: Instance Level versus Bag Level Loss FunctionsPoster2 citations

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