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NeurIPS 2023: all accepted papers

3,540 papers · page 9 of 36 · the most cited first · ← NeurIPS 2023

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  1. Learning Sample Difficulty from Pre-trained Models for Reliable Prediction ↗Peng Cui, Dan Zhang, Yinpeng Dong et al.9 citations
  2. Likelihood-Based Diffusion Language Models ↗Ishaan Gulrajani, Tatsunori Hashimoto9 citations
  3. Mask Propagation for Efficient Video Semantic Segmentation ↗Yuetian Weng, Mingfei Han, Haoyu He et al.9 citations
  4. MoCa: Measuring Human-Language Model Alignment on Causal and Moral Judgment Tasks ↗Allen Nie, Yuhui Zhang, Atharva Shailesh Amdekar et al.9 citations
  5. Nonparametric Identifiability of Causal Representations from Unknown Interventions ↗Julius von Kügelgen, Michel Besserve, Wendong Liang et al.9 citations
  6. On student-teacher deviations in distillation: does it pay to disobey? ↗Vaishnavh Nagarajan, Aditya Krishna Menon, Srinadh Bhojanapalli et al.9 citations
  7. Optimizing over trained GNNs via symmetry breaking ↗Shiqiang Zhang, Juan S. Campos, Christian Feldmann et al.9 citations
  8. PRODIGY: Enabling In-context Learning Over Graphs ↗Qian Huang, Hongyu Ren, Peng Chen et al.9 citations
  9. ParaFuzz: An Interpretability-Driven Technique for Detecting Poisoned Samples in NLP ↗Lu Yan, Zhuo Zhang, Guanhong Tao et al.9 citations
  10. Parallel Spiking Neurons with High Efficiency and Ability to Learn Long-term Dependencies ↗Wei Fang, Zhaofei Yu, Zhaokun Zhou et al.9 citations
  11. Parameter-efficient Tuning of Large-scale Multimodal Foundation Model ↗Haixin Wang, Xinlong Yang, Jianlong Chang et al.9 citations
  12. Policy Optimization for Continuous Reinforcement Learning ↗Hanyang Zhao, Wenpin Tang, David Yao9 citations
  13. PriorBand: Practical Hyperparameter Optimization in the Age of Deep Learning ↗Neeratyoy Mallik, Edward Bergman, Carl Hvarfner et al.9 citations
  14. Privacy Amplification via Compression: Achieving the Optimal Privacy-Accuracy-Communication Trade-off in Distributed Mean Estimation ↗Weining Chen, Dan Song, Ayfer Özgür et al.9 citations
  15. Provably Bounding Neural Network Preimages ↗Suhas Kotha, Christopher Brix, J. Zico Kolter et al.9 citations
  16. RECESS Vaccine for Federated Learning: Proactive Defense Against Model Poisoning Attacks ↗Haonan Yan, Wenjing Zhang, Qian Chen et al.9 citations
  17. Read and Reap the Rewards: Learning to Play Atari with the Help of Instruction Manuals ↗Yue Wu, Yewen Fan, Paul Pu Liang et al.9 citations
  18. Real-Time Motion Prediction via Heterogeneous Polyline Transformer with Relative Pose Encoding ↗Zhejun Zhang, Alexander Liniger, Christos Sakaridis et al.9 citations
  19. Real-World Image Variation by Aligning Diffusion Inversion Chain ↗Yuechen Zhang, Jinbo Xing, Eric Lo et al.9 citations
  20. Revisiting the Minimalist Approach to Offline Reinforcement Learning ↗Denis Tarasov, Vladislav Kurenkov, Alexander Nikulin et al.9 citations
  21. Robust Contrastive Language-Image Pretraining against Data Poisoning and Backdoor Attacks ↗Wenhan Yang, Jingdong Gao, Baharan Mirzasoleiman9 citations
  22. Robust Data Pruning under Label Noise via Maximizing Re-labeling Accuracy ↗Dongmin Park, Seola Choi, Doyoung Kim et al.9 citations
  23. S-CLIP: Semi-supervised Vision-Language Learning using Few Specialist Captions ↗Sangwoo Mo, Minkyu Kim, Kyungmin Lee et al.9 citations
  24. Sample-efficient Multi-objective Molecular Optimization with GFlowNets ↗Yiheng Zhu, Jialu Wu, Chaowen Hu et al.9 citations
  25. SlotDiffusion: Object-Centric Generative Modeling with Diffusion Models ↗Ziyi Wu, Jingyu Hu, Jingyu Hu et al.9 citations
  26. Structure-free Graph Condensation: From Large-scale Graphs to Condensed Graph-free Data ↗Xin Zheng, Miao Zhang, Chunyang Chen et al.9 citations
  27. Supply-Side Equilibria in Recommender Systems ↗Meena Jagadeesan, Nikhil Garg, Jacob Steinhardt9 citations
  28. Symbol-LLM: Leverage Language Models for Symbolic System in Visual Human Activity Reasoning ↗Xiaoqian Wu, Cewu Lu, Jianhua Sun et al.9 citations
  29. Systematic Visual Reasoning through Object-Centric Relational Abstraction ↗Taylor Webb, Shanka Subhra Mondal, Jonathan D Cohen9 citations
  30. Theoretical Analysis of the Inductive Biases in Deep Convolutional Networks ↗Zihao Wang, Lei Wu9 citations
  31. Topology-Aware Uncertainty for Image Segmentation ↗Saumya Gupta, Yikai Zhang, Xiaoling Hu et al.9 citations
  32. Towards Consistent Video Editing with Text-to-Image Diffusion Models ↗Zicheng Zhang, Bonan Li, Xuecheng Nie et al.9 citations
  33. Unleash the Potential of Image Branch for Cross-modal 3D Object Detection ↗Yifan Zhang, Qijian Zhang, Junhui Hou et al.9 citations
  34. VPGTrans: Transfer Visual Prompt Generator across LLMs ↗Ao Zhang, Hao Fei, Yuan Yao et al.9 citations
  35. Variational Imbalanced Regression: Fair Uncertainty Quantification via Probabilistic Smoothing ↗Ziyan Wang, Hao Wang9 citations
  36. VeriX: Towards Verified Explainability of Deep Neural Networks ↗Min Wu, Haoze Wu, Clark Barrett9 citations
  37. ZipLM: Inference-Aware Structured Pruning of Language Models ↗Eldar Kurtic, Elias Frantar, Dan Alistarh9 citations
  38. A Scalable Neural Network for DSIC Affine Maximizer Auction Design ↗Zhijian Duan, Haoran Sun, Yurong Chen et al.8 citations
  39. A unified framework for information-theoretic generalization bounds ↗Yifeng Chu, Maxim Raginsky8 citations
  40. Adversarial Counterfactual Environment Model Learning ↗Xionghui Chen, Yang Yu, Zhengmao Zhu et al.8 citations
  41. Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation ↗Giorgio Giannone, Akash Srivastava, Ole Winther et al.8 citations
  42. All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation ↗Liyao Tang, Zhe Chen, Shanshan Zhao et al.8 citations
  43. Alternating Gradient Descent and Mixture-of-Experts for Integrated Multimodal Perception ↗Hassan Akbari, Dan Kondratyuk, Yin Cui et al.8 citations
  44. An Efficient and Robust Framework for Approximate Nearest Neighbor Search with Attribute Constraint ↗Mengzhao Wang, Lingwei Lv, Xiaoliang Xu et al.8 citations
  45. Balanced Training for Sparse GANs ↗Yite Wang, Jing Wu, Naira Hovakimyan et al.8 citations
  46. BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing ↗Subhro Roy, Sam Thomson, Tongfei Chen et al.8 citations
  47. Bounding training data reconstruction in DP-SGD ↗Jamie Hayes, Borja Balle, Saeed Mahloujifar8 citations
  48. CWCL: Cross-Modal Transfer with Continuously Weighted Contrastive Loss ↗Rakshith Sharma Srinivasa, Jaejin Cho, Chouchang Jack Yang et al.8 citations
  49. CoDA: Collaborative Novel Box Discovery and Cross-modal Alignment for Open-vocabulary 3D Object Detection ↗Yang Cao, ZENG YIHAN, Hang Xu et al.8 citations
  50. Compression with Bayesian Implicit Neural Representations ↗Zongyu Guo, Gergely Flamich, Jiajun He et al.8 citations
  51. Connecting Certified and Adversarial Training ↗Yuhao Mao, Mark Niklas Müller, Marc Fischer et al.8 citations
  52. Context Shift Reduction for Offline Meta-Reinforcement Learning ↗Yunkai Gao, Rui Zhang, Jiaming Guo et al.8 citations
  53. Convergence of Adam Under Relaxed Assumptions ↗Haochuan Li, Alexander Rakhlin, Ali Jadbabaie8 citations
  54. DAMEX: Dataset-aware Mixture-of-Experts for visual understanding of mixture-of-datasets ↗Yash Jain, Harkirat Singh Behl, Zsolt Kira et al.8 citations
  55. DDF-HO: Hand-Held Object Reconstruction via Conditional Directed Distance Field ↗Chenyangguang Zhang, Yan Di, Ruida Zhang et al.8 citations
  56. DFRD: Data-Free Robustness Distillation for Heterogeneous Federated Learning ↗Kangyang Luo, Shuai Wang, Yexuan Fu et al.8 citations
  57. DesCo: Learning Object Recognition with Rich Language Descriptions ↗Liunian Li, Zi-Yi Dou, Nanyun Peng et al.8 citations
  58. DiffUTE: Universal Text Editing Diffusion Model ↗Haoxing Chen, Zhuoer Xu, Zhangxuan Gu et al.8 citations
  59. DisDiff: Unsupervised Disentanglement of Diffusion Probabilistic Models ↗Tao Yang, Yuwang Wang, Yan Lu et al.8 citations
  60. Diversified Outlier Exposure for Out-of-Distribution Detection via Informative Extrapolation ↗Jianing Zhu, Yu Geng, Jiangchao Yao et al.8 citations
  61. Dynamics of Finite Width Kernel and Prediction Fluctuations in Mean Field Neural Networks ↗Blake Bordelon, Cengiz Pehlevan8 citations
  62. EV-Eye: Rethinking High-frequency Eye Tracking through the Lenses of Event Cameras ↗Guangrong Zhao, Yurun Yang, Jingwei Liu et al.8 citations
  63. EgoDistill: Egocentric Head Motion Distillation for Efficient Video Understanding ↗Shuhan Tan, Tushar Nagarajan, Kristen Grauman8 citations
  64. Enhancing Adversarial Contrastive Learning via Adversarial Invariant Regularization ↗Xilie Xu, Jingfeng Zhang, Feng Liu et al.8 citations
  65. Equivariant Flow Matching with Hybrid Probability Transport for 3D Molecule Generation ↗Yuxuan Song, Jingjing Gong, Minkai Xu et al.8 citations
  66. EvoFed: Leveraging Evolutionary Strategies for Communication-Efficient Federated Learning ↗Mohammad Mahdi Rahimi, Hasnain Irshad Bhatti, Younghyun Park et al.8 citations
  67. Expanding Small-Scale Datasets with Guided Imagination ↗Yifan Zhang, Daquan Zhou, Bryan Hooi et al.8 citations
  68. Fast Scalable and Accurate Discovery of DAGs Using the Best Order Score Search and Grow Shrink Trees ↗Bryan Andrews, Joseph Ramsey, Rubén Sánchez Romero et al.8 citations
  69. Federated Learning with Manifold Regularization and Normalized Update Reaggregation ↗Xuming An, Li Shen, Han Hu et al.8 citations
  70. Fragment-based Pretraining and Finetuning on Molecular Graphs ↗Kha-Dinh Luong, Ambuj K Singh8 citations
  71. GeoDE: a Geographically Diverse Evaluation Dataset for Object Recognition ↗V. Ramaswamy, Sing Yu Lin, Dora Zhao et al.8 citations
  72. Gradient Informed Proximal Policy Optimization ↗Sanghyun Son, Laura Zheng, Ryan Sullivan et al.8 citations
  73. IPMix: Label-Preserving Data Augmentation Method for Training Robust Classifiers ↗Zhenglin Huang, Xiaoan Bao, Na Zhang et al.8 citations
  74. ISP: Multi-Layered Garment Draping with Implicit Sewing Patterns ↗Ren Li, Benoît Guillard, Pascal Fua8 citations
  75. Interpretable and Explainable Logical Policies via Neurally Guided Symbolic Abstraction ↗Quentin Delfosse, Hikaru Shindo, Devendra Singh Dhami et al.8 citations
  76. Invariant Learning via Probability of Sufficient and Necessary Causes ↗Mengyue Yang, Zhen Fang, Yonggang Zhang et al.8 citations
  77. LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual Images ↗Viraj Prabhu, Sriram Yenamandra, Prithvijit Chattopadhyay et al.8 citations
  78. Label Poisoning is All You Need ↗Rishi D. Jha, Jonathan Hayase, Sewoong Oh8 citations
  79. Learning Dense Flow Field for Highly-accurate Cross-view Camera Localization ↗Zhenbo Song, Xianghui Ze, Jianfeng Lu et al.8 citations
  80. Learning Efficient Coding of Natural Images with Maximum Manifold Capacity Representations ↗Thomas E. Yerxa, Yilun Kuang, Eero P. Simoncelli et al.8 citations
  81. Learning to Influence Human Behavior with Offline Reinforcement Learning ↗Joey Hong, Sergey Levine, Anca Dragan8 citations
  82. LithoBench: Benchmarking AI Computational Lithography for Semiconductor Manufacturing ↗Su Zheng, Haoyu Yang, Bei Yu et al.8 citations
  83. Long-Term Fairness with Unknown Dynamics ↗Tongxin Yin, Reilly Raab, Mingyan Liu et al.8 citations
  84. MAG-GNN: Reinforcement Learning Boosted Graph Neural Network ↗Lecheng Kong, Jiarui Feng, Hao Liu et al.8 citations
  85. Matrix Compression via Randomized Low Rank and Low Precision Factorization ↗Rajarshi Saha, Varun Srivastava, Mert Pilancı8 citations
  86. Mitigating the Popularity Bias of Graph Collaborative Filtering: A Dimensional Collapse Perspective ↗Yifei Zhang, Hao Zhu, Yankai Chen et al.8 citations
  87. Multimodal Clinical Benchmark for Emergency Care (MC-BEC): A Comprehensive Benchmark for Evaluating Foundation Models in Emergency Medicine ↗Emma Chen, Aman Kansal, Julie Chen et al.8 citations
  88. NAP: Neural 3D Articulated Object Prior ↗Jiahui Lei, Congyue Deng, William B Shen et al.8 citations
  89. Navigating Data Heterogeneity in Federated Learning: A Semi-Supervised Federated Object Detection ↗Taehyeon Kim, Eric Lin, Junu Lee et al.8 citations
  90. Non-autoregressive Machine Translation with Probabilistic Context-free Grammar ↗Shangtong Gui, Chenze Shao, Zhengrui Ma et al.8 citations
  91. Object-Centric Slot Diffusion ↗Jindong Jiang, Fei Deng, Gautam Singh et al.8 citations
  92. On the Importance of Exploration for Generalization in Reinforcement Learning ↗Yiding Jiang, J. Zico Kolter, Roberta Răileanu8 citations
  93. Opening the Vocabulary of Egocentric Actions ↗Dibyadip Chatterjee, Fadime Şener, Shugao Ma et al.8 citations
  94. Optimization or Architecture: How to Hack Kalman Filtering ↗Ido Greenberg, Netanel Yannay, Shie Mannor8 citations
  95. POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images ↗Antonín Vobecký, Oriane Siméoni, David Hurych et al.8 citations
  96. PRIOR: Personalized Prior for Reactivating the Information Overlooked in Federated Learning. ↗Mingjia Shi, Yuhao Zhou, Kai Wang et al.8 citations
  97. Policy Gradient for Rectangular Robust Markov Decision Processes ↗Navdeep Kumar, Esther Derman, Matthieu Geist et al.8 citations
  98. RL-ViGen: A Reinforcement Learning Benchmark for Visual Generalization ↗Zhecheng Yuan, Sizhe Yang, Pu Hua et al.8 citations
  99. Rewrite Caption Semantics: Bridging Semantic Gaps for Language-Supervised Semantic Segmentation ↗Yun Xing, Jian Kang, Aoran Xiao et al.8 citations
  100. SHAP-IQ: Unified Approximation of any-order Shapley Interactions ↗Fabian Fumagalli, Maximilian Muschalik, Patrick Kolpaczki et al.8 citations

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