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NeurIPS 2023: all accepted papers

3,540 papers · page 8 of 36 · the most cited first · ← NeurIPS 2023

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  1. Are Vision Transformers More Data Hungry Than Newborn Visual Systems? ↗Lalit Pandey, Samantha M. W. Wood, Justin N. Wood10 citations
  2. BayesDAG: Gradient-Based Posterior Inference for Causal Discovery ↗Yashas Annadani, Nick Pawlowski, Joel Jennings et al.10 citations
  3. Beyond Geometry: Comparing the Temporal Structure of Computation in Neural Circuits with Dynamical Similarity Analysis ↗Mitchell Ostrow, Adam J. Eisen, Leo Kozachkov et al.10 citations
  4. Binary Radiance Fields ↗Seungjoo Shin, Jaesik Park10 citations
  5. Brain Dissection: fMRI-trained Networks Reveal Spatial Selectivity in the Processing of Natural Images ↗Gabriel Herbert Sarch, Michael J. Tarr, Katerina Fragkiadaki et al.10 citations
  6. CAST: Cross-Attention in Space and Time for Video Action Recognition ↗Dongho Lee, Dongho Lee, Jinwoo Choi10 citations
  7. Causal normalizing flows: from theory to practice ↗Adrián Javaloy, Pablo Sánchez-Martín, Isabel Valera10 citations
  8. ChimpACT: A Longitudinal Dataset for Understanding Chimpanzee Behaviors ↗Xiaoxuan Ma, Stephan Kaufhold, Jiajun Su et al.10 citations
  9. ClusterFomer: Clustering As A Universal Visual Learner ↗James Liang, Yiming Cui, Qifan Wang et al.10 citations
  10. Cross-modal Active Complementary Learning with Self-refining Correspondence ↗Yang Qin, Yuan Sun, Dezhong Peng et al.10 citations
  11. DASpeech: Directed Acyclic Transformer for Fast and High-quality Speech-to-Speech Translation ↗Qingkai Fang, Yan Zhou, Yang Feng10 citations
  12. DAW: Exploring the Better Weighting Function for Semi-supervised Semantic Segmentation ↗Rui Sun, Huayu Mai, Tianzhu Zhang et al.10 citations
  13. DICES Dataset: Diversity in Conversational AI Evaluation for Safety ↗Lora M. Aroyo, Alex S. Taylor, Mark Díaz et al.10 citations
  14. Deep Fractional Fourier Transform ↗Hu Yu, Jie Huang, Lingzhi Li et al.10 citations
  15. DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification ↗Mintong Kang, Dawn Song, Bo Li10 citations
  16. Differentially Private Decoupled Graph Convolutions for Multigranular Topology Protection ↗Eli Chien, Eli Chien, Pan Li et al.10 citations
  17. Diffusion-SS3D: Diffusion Model for Semi-supervised 3D Object Detection ↗Cheng-Ju Ho, Chen-Hsuan Tai, Yen-Yu Lin et al.10 citations
  18. Diversifying Spatial-Temporal Perception for Video Domain Generalization ↗Kun-Yu Lin, Jia-Run Du, Yipeng Gao et al.10 citations
  19. Does Graph Distillation See Like Vision Dataset Counterpart? ↗Beining Yang, Kai Wang, Qingyun Sun et al.10 citations
  20. Efficient Adversarial Attacks on Online Multi-agent Reinforcement Learning ↗Guanlin Liu, Lifeng Lai10 citations
  21. EgoTracks: A Long-term Egocentric Visual Object Tracking Dataset ↗Hao Tang, Kevin J Liang, Kristen Grauman et al.10 citations
  22. Elastic Decision Transformer ↗Yueh-Hua Wu, Xiaolong Wang, Masashi Hamaya10 citations
  23. Eliminating Catastrophic Overfitting Via Abnormal Adversarial Examples Regularization ↗Runqi Lin, Chaojian Yu, Tongliang Liu10 citations
  24. Evaluating Open-QA Evaluation ↗Cunxiang Wang, Sirui Cheng, Qipeng Guo et al.10 citations
  25. Exposing Attention Glitches with Flip-Flop Language Modeling ↗Bingbin Liu, Jordan T. Ash, Surbhi Goel et al.10 citations
  26. Fast Model DeBias with Machine Unlearning ↗Ruizhe Chen, Jianfei Yang, Huimin Xiong et al.10 citations
  27. Fine-Grained Human Feedback Gives Better Rewards for Language Model Training ↗Zeqiu Wu, Yushi Hu, Weijia Shi et al.10 citations
  28. Flow Matching for Scalable Simulation-Based Inference ↗Jonas Wildberger, Maximilian Dax, Simon Buchholz et al.10 citations
  29. Focus on Query: Adversarial Mining Transformer for Few-Shot Segmentation ↗Yuan Wang, Naisong Luo, Tianzhu Zhang10 citations
  30. GMSF: Global Matching Scene Flow ↗Yushan Zhang, Johan Edstedt, Bastian Wandt et al.10 citations
  31. GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels ↗Xin Zheng, Miao Zhang, Chunyang Chen et al.10 citations
  32. Getting ViT in Shape: Scaling Laws for Compute-Optimal Model Design ↗Ibrahim Alabdulmohsin, Xiaohua Zhai, Alexander Kolesnikov et al.10 citations
  33. Hypernetwork-based Meta-Learning for Low-Rank Physics-Informed Neural Networks ↗Woojin Cho, Kookjin Lee, Donsub Rim et al.10 citations
  34. ImageNet-Hard: The Hardest Images Remaining from a Study of the Power of Zoom and Spatial Biases in Image Classification ↗Mohammad Reza Taesiri, Giang Nguyen, Sarra Habchi et al.10 citations
  35. Improved Communication Efficiency in Federated Natural Policy Gradient via ADMM-based Gradient Updates ↗Guangchen Lan, Han Wang, James Anderson et al.10 citations
  36. Latent exploration for Reinforcement Learning ↗Alberto Silvio Chiappa, Alessandro Marin Vargas, Ann Huang et al.10 citations
  37. Let the Flows Tell: Solving Graph Combinatorial Problems with GFlowNets ↗Dinghuai Zhang, Hanjun Dai, Nikolay Malkin et al.10 citations
  38. Live Graph Lab: Towards Open, Dynamic and Real Transaction Graphs with NFT ↗Zhen Zhang, Shengliang Lu, Shengliang Lu et al.10 citations
  39. Lo-Hi: Practical ML Drug Discovery Benchmark ↗Simon Steshin10 citations
  40. Lockdown: Backdoor Defense for Federated Learning with Isolated Subspace Training ↗Tiansheng Huang, Sihao Hu, Ka-Ho Chow et al.10 citations
  41. MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition ↗Nicolas Menet, Michael Hersche, Geethan Karunaratne et al.10 citations
  42. Model Spider: Learning to Rank Pre-Trained Models Efficiently ↗Yi-Kai Zhang, Ting-Ji Huang, Yao-Xiang Ding et al.10 citations
  43. Multi-modal Queried Object Detection in the Wild ↗Yifan Xu, Mengdan Zhang, Chaoyou Fu et al.10 citations
  44. On quantum backpropagation, information reuse, and cheating measurement collapse ↗Amira Abbas, Robbie King, Hsin-Yuan Huang et al.10 citations
  45. OpenIllumination: A Multi-Illumination Dataset for Inverse Rendering Evaluation on Real Objects ↗Isabella Liu, Linghao Chen, Ziyang Fu et al.10 citations
  46. PIXIU: A Comprehensive Benchmark, Instruction Dataset and Large Language Model for Finance ↗Qianqian Xie, Weiguang Han, Xiao Zhang et al.10 citations
  47. Parameterizing Context: Unleashing the Power of Parameter-Efficient Fine-Tuning and In-Context Tuning for Continual Table Semantic Parsing ↗Yongrui Chen, Shenyu Zhang, Guilin Qi et al.10 citations
  48. Partial Multi-Label Learning with Probabilistic Graphical Disambiguation ↗Jun-Yi Hang, Min-Ling Zhang10 citations
  49. Reading Relevant Feature from Global Representation Memory for Visual Object Tracking ↗Xinyu Zhou, Pinxue Guo, Lingyi Hong et al.10 citations
  50. Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective ↗Chenyu You, Weicheng Dai, Yifei Min et al.10 citations
  51. SOAR: Improved Indexing for Approximate Nearest Neighbor Search ↗Philip Sun, David Simcha, Dave Dopson et al.10 citations
  52. SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization ↗Hao Dong, Ismail Nejjar, Han Sun et al.10 citations
  53. Simplifying Neural Network Training Under Class Imbalance ↗Ravid Shwartz-Ziv, Micah Goldblum, Yucen Lily Li et al.10 citations
  54. Spectral Co-Distillation for Personalized Federated Learning ↗Zihan Chen, Howard Yang, Tony Q. S. Quek et al.10 citations
  55. TFLEX: Temporal Feature-Logic Embedding Framework for Complex Reasoning over Temporal Knowledge Graph ↗Xueyuan Lin, Haihong E, Chengjin Xu et al.10 citations
  56. Taming Local Effects in Graph-based Spatiotemporal Forecasting ↗Andrea Cini, Ivan Marisca, Daniele Zambon et al.10 citations
  57. Toward Understanding Generative Data Augmentation ↗Chenyu Zheng, Guoqiang Wu, Chongxuan Li10 citations
  58. TransHP: Image Classification with Hierarchical Prompting ↗Wenhao Wang, Yifan Sun, Wei Li et al.10 citations
  59. Transient Neural Radiance Fields for Lidar View Synthesis and 3D Reconstruction ↗Anagh Malik, Parsa Mirdehghan, Sotiris Nousias et al.10 citations
  60. Unpaired Multi-Domain Causal Representation Learning ↗Nils Sturma, Chandler Squires, Mathias Drton et al.10 citations
  61. Unsupervised Polychromatic Neural Representation for CT Metal Artifact Reduction ↗Qing Wu, Lixuan Chen, Ce Wang et al.10 citations
  62. Visual Explanations of Image-Text Representations via Multi-Modal Information Bottleneck Attribution ↗Ying Wang, Tim G. J. Rudner, Andrew Wilson10 citations
  63. A Closer Look at the Robustness of Contrastive Language-Image Pre-Training (CLIP) ↗Weijie Tu, Weijian Deng, Tom Gedeon9 citations
  64. A Unified, Scalable Framework for Neural Population Decoding ↗Mehdi Azabou, Vinam Arora, Venkataramana Ganesh et al.9 citations
  65. AD-PT: Autonomous Driving Pre-Training with Large-scale Point Cloud Dataset ↗Jiakang Yuan, Bo Zhang, Xiangchao Yan et al.9 citations
  66. Accelerating Molecular Graph Neural Networks via Knowledge Distillation ↗Filip Ekström Kelvinius, Dimitar Georgiev, Artur P. Toshev et al.9 citations
  67. Adversarial Robustness in Graph Neural Networks: A Hamiltonian Approach ↗Kai ZHAO, Qiyu Kang, Yang Song et al.9 citations
  68. American Stories: A Large-Scale Structured Text Dataset of Historical U.S. Newspapers ↗Melissa Dell, Jacob Carlson, Tom Bryan et al.9 citations
  69. Balance, Imbalance, and Rebalance: Understanding Robust Overfitting from a Minimax Game Perspective ↗Yifei Wang, Liangchen Li, Yang Jian-sheng et al.9 citations
  70. Black-box Backdoor Defense via Zero-shot Image Purification ↗Yucheng Shi, Mengnan Du, Xuansheng Wu et al.9 citations
  71. Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models ↗Andrew Luo, Maggie Henderson, Leila Wehbe et al.9 citations
  72. Brain encoding models based on multimodal transformers can transfer across language and vision ↗Jerry Tang, Meng Du, Vy Vo et al.9 citations
  73. Cal-DETR: Calibrated Detection Transformer ↗Muhammad Akhtar Munir, Salman Khan, Muhammad Haris Khan et al.9 citations
  74. ChessGPT: Bridging Policy Learning and Language Modeling ↗Xidong Feng, Yicheng Luo, Ziyan Wang et al.9 citations
  75. ClimateSet: A Large-Scale Climate Model Dataset for Machine Learning ↗Julia Kaltenborn, Charlotte Emilie Elektra Lange, Venkatesh Ramesh et al.9 citations
  76. D4Explainer: In-distribution Explanations of Graph Neural Network via Discrete Denoising Diffusion ↗Jialin Chen, Shirley Wu, Abhijit Gupta et al.9 citations
  77. DELIFFAS: Deformable Light Fields for Fast Avatar Synthesis ↗Youngjoong Kwon, Lingjie Liu, Henry Fuchs et al.9 citations
  78. Data Portraits: Recording Foundation Model Training Data ↗Marc Marone, Benjamin Van Durme9 citations
  79. DeWave: Discrete Encoding of EEG Waves for EEG to Text Translation ↗Yiqun Duan, Jinzhao Zhou, Zhen Wang et al.9 citations
  80. Debiasing Scores and Prompts of 2D Diffusion for View-consistent Text-to-3D Generation ↗Susung Hong, Donghoon Ahn, Seungryong Kim9 citations
  81. Diffusion Schrödinger Bridge Matching ↗Yuyang Shi, Valentin De Bortoli, Andrew Campbell et al.9 citations
  82. DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation Learning ↗Alexander H. Liu, Heng-Jui Chang, Michael Auli et al.9 citations
  83. Direct Preference-based Policy Optimization without Reward Modeling ↗Gaon An, Junhyeok Lee, Xingdong Zuo et al.9 citations
  84. Domain Agnostic Fourier Neural Operators ↗Ning Liu, Siavash Jafarzadeh, Yue Yu9 citations
  85. Dual Mean-Teacher: An Unbiased Semi-Supervised Framework for Audio-Visual Source Localization ↗Yuxin Guo, Shijie Ma, Hu Su et al.9 citations
  86. Empowering Collaborative Filtering with Principled Adversarial Contrastive Loss ↗An Zhang, Leheng Sheng, Zhibo Cai et al.9 citations
  87. Energy-based learning algorithms for analog computing: a comparative study ↗Benjamin Scellier, Maxence Ernoult, Jack D. Kendall et al.9 citations
  88. Enhancing Adaptive History Reserving by Spiking Convolutional Block Attention Module in Recurrent Neural Networks ↗Qi Xu, Yuyuan Gao, Jiangrong Shen et al.9 citations
  89. FLAIR : a Country-Scale Land Cover Semantic Segmentation Dataset From Multi-Source Optical Imagery ↗Anatol Garioud, Nicolas Gonthier, Loïc Landrieu et al.9 citations
  90. HeadSculpt: Crafting 3D Head Avatars with Text ↗Xiao Han, Yukang Cao, Kai Han et al.9 citations
  91. Hidden Poison: Machine Unlearning Enables Camouflaged Poisoning Attacks ↗Jimmy Z. Di, Jack Douglas, Jayadev Acharya et al.9 citations
  92. Hierarchical Open-vocabulary Universal Image Segmentation ↗Xudong Wang, Shufan Li, Konstantinos Kallidromitis et al.9 citations
  93. IBA: Towards Irreversible Backdoor Attacks in Federated Learning ↗Thuy Dung Nguyen, Tuan Nguyen, Anh Tran et al.9 citations
  94. Inferring Hybrid Neural Fluid Fields from Videos ↗Hong-Xing Yu, Yang Zheng, Yuan Gao et al.9 citations
  95. InstanT: Semi-supervised Learning with Instance-dependent Thresholds ↗Muyang Li, Runze Wu, Haoyu Liu et al.9 citations
  96. Intriguing Properties of Quantization at Scale ↗Arash Ahmadian, Saurabh Dash, Hongyu Chen et al.9 citations
  97. Inverse Preference Learning: Preference-based RL without a Reward Function ↗Joey Hejna, Dorsa Sadigh9 citations
  98. Large Language Models can Implement Policy Iteration ↗Ethan Brooks, Logan Walls, Richard L Lewis et al.9 citations
  99. Learning Invariant Molecular Representation in Latent Discrete Space ↗Xiang Zhuang, Qiang Zhang, Keyan Ding et al.9 citations
  100. Learning Robust Statistics for Simulation-based Inference under Model Misspecification ↗Daolang Huang, Ayush Bharti, Amauri Souza et al.9 citations

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