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NeurIPS 2023: all accepted papers

3,540 papers · page 10 of 36 · the most cited first · ← NeurIPS 2023

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  1. Safe Exploration in Reinforcement Learning: A Generalized Formulation and Algorithms ↗Akifumi Wachi, Wataru Hashimoto, Xun Shen et al.8 citations
  2. Sampling weights of deep neural networks ↗Erik Lien Bolager, Iryna Burak, Chinmay Datar et al.8 citations
  3. Saving 100x Storage: Prototype Replay for Reconstructing Training Sample Distribution in Class-Incremental Semantic Segmentation ↗Jinpeng Chen, Runmin Cong, Yuxuan Luo et al.8 citations
  4. Scalable Fair Influence Maximization ↗Xiaobin Rui, Zhixiao Wang, Jiayu Zhao et al.8 citations
  5. Scale Alone Does not Improve Mechanistic Interpretability in Vision Models ↗R. Zimmermann, Thomas Klein, Wieland Brendel8 citations
  6. Scan and Snap: Understanding Training Dynamics and Token Composition in 1-layer Transformer ↗Yuandong Tian, Yiping Wang, Beidi Chen et al.8 citations
  7. Self-supervised Object-Centric Learning for Videos ↗Görkay Aydemir, Weidi Xie, Fatma Güney8 citations
  8. SmooSeg: Smoothness Prior for Unsupervised Semantic Segmentation ↗Mengcheng Lan, Wang xinjiang, Yiping Ke et al.8 citations
  9. Solving Inverse Physics Problems with Score Matching ↗Benjamin Holzschuh, Simona Vegetti, Nils Thuerey8 citations
  10. Solving Linear Inverse Problems Provably via Posterior Sampling with Latent Diffusion Models ↗Litu Rout, Negin Raoof, Giannis Daras et al.8 citations
  11. Spontaneous symmetry breaking in generative diffusion models ↗Gabriel Raya, Luca Ambrogioni8 citations
  12. StEik: Stabilizing the Optimization of Neural Signed Distance Functions and Finer Shape Representation ↗Huizong Yang, Yuxin Sun, Ganesh Sundaramoorthi et al.8 citations
  13. Students Parrot Their Teachers: Membership Inference on Model Distillation ↗Matthew Jagielski, Milad Nasr, Katherine A. Lee et al.8 citations
  14. StyleGAN knows Normal, Depth, Albedo, and More ↗Anand Bhattad, Daniel McKee, Derek Hoiem et al.8 citations
  15. Symmetry-Informed Geometric Representation for Molecules, Proteins, and Crystalline Materials ↗Shengchao Liu, Weitao Du, Yanjing Li et al.8 citations
  16. Temporal Dynamic Quantization for Diffusion Models ↗Junhyuk So, Jungwon Lee, Daehyun Ahn et al.8 citations
  17. This Looks Like Those: Illuminating Prototypical Concepts Using Multiple Visualizations ↗Chiyu Ma, Brandon Zhao, Chaofan Chen et al.8 citations
  18. Towards A Richer 2D Understanding of Hands at Scale ↗Tianyi Cheng, Dandan Shan, Ayda Hassen et al.8 citations
  19. Towards Stable Backdoor Purification through Feature Shift Tuning ↗Rui Min, Rui Min, Li Shen et al.8 citations
  20. Towards a Comprehensive Benchmark for High-Level Synthesis Targeted to FPGAs ↗Yunsheng Bai, Atefeh Sohrabizadeh, Zongyue Qin et al.8 citations
  21. Training Neural Networks is NP-Hard in Fixed Dimension ↗Vincent Froese, Christoph Hertrich8 citations
  22. Transformers learn to implement preconditioned gradient descent for in-context learning ↗Kwangjun Ahn, Xiang Cheng, Hadi Daneshmand et al.8 citations
  23. Transformers over Directed Acyclic Graphs ↗Yuankai Luo, Veronika Thost, Lei Shi8 citations
  24. Tree-Based Diffusion Schrödinger Bridge with Applications to Wasserstein Barycenters ↗Maxence Noble, Valentin De Bortoli, Arnaud Doucet B et al.8 citations
  25. Unified Lower Bounds for Interactive High-dimensional Estimation under Information Constraints ↗Jayadev Acharya, Clément L. Canonne, Ziteng Sun et al.8 citations
  26. VidChapters-7M: Video Chapters at Scale ↗Antoine Yang, Arsha Nagrani, Ivan Laptev A et al.8 citations
  27. WITRAN: Water-wave Information Transmission and Recurrent Acceleration Network for Long-range Time Series Forecasting ↗Yuxin Jia, Youfang Lin, Xinyan Hao et al.8 citations
  28. Where2Explore: Few-shot Affordance Learning for Unseen Novel Categories of Articulated Objects ↗Chuanruo Ning, Ruihai Wu, Haoran Lu et al.8 citations
  29. You Only Condense Once: Two Rules for Pruning Condensed Datasets ↗Yang He, Lingao Xiao, Joey Tianyi Zhou8 citations
  30. 3D molecule generation by denoising voxel grids ↗Pedro O. Pinheiro, Joshua A. Rackers, Joseph Kleinhenz et al.7 citations
  31. A Deep Instance Generative Framework for MILP Solvers Under Limited Data Availability ↗Zijie Geng, Xiao Qiang Li, Jie Wang et al.7 citations
  32. A Graph-Theoretic Framework for Understanding Open-World Semi-Supervised Learning ↗Yiyou Sun, Zhenmei Shi, Yixuan Li7 citations
  33. A Holistic Approach to Unifying Automatic Concept Extraction and Concept Importance Estimation ↗Thomas Fel, Victor Boutin, Louis Béthune et al.7 citations
  34. ADGym: Design Choices for Deep Anomaly Detection ↗Minqi Jiang, Chaochuan Hou, Ao Zheng et al.7 citations
  35. ASIF: Coupled Data Turns Unimodal Models to Multimodal without Training ↗Antonio Norelli, Marco Fumero, Valentino Maiorca et al.7 citations
  36. Act As You Wish: Fine-Grained Control of Motion Diffusion Model with Hierarchical Semantic Graphs ↗Peng Jin, Yang Wu, Yanbo Fan et al.7 citations
  37. Active Learning for Semantic Segmentation with Multi-class Label Query ↗Sehyun Hwang, Sohyun Lee, Hoyoung Kim et al.7 citations
  38. Addressing the speed-accuracy simulation trade-off for adaptive spiking neurons ↗Luke Taylor, Andrew King, Nicol Spencer Harper7 citations
  39. Adversarial Model for Offline Reinforcement Learning ↗Mohak Bhardwaj, Tengyang Xie, Byron Boots et al.7 citations
  40. Arbitrarily Scalable Environment Generators via Neural Cellular Automata ↗Yulun Zhang, Matthew C. Fontaine, Varun Bhatt et al.7 citations
  41. BoardgameQA: A Dataset for Natural Language Reasoning with Contradictory Information ↗Mehran Kazemi, Quan Yuan, Deepti S. Bhatia et al.7 citations
  42. Bootstrapping Vision-Language Learning with Decoupled Language Pre-training ↗Yiren Jian, Chongyang Gao, Soroush Vosoughi7 citations
  43. Bounding the Invertibility of Privacy-preserving Instance Encoding using Fisher Information ↗Kiwan Maeng, Chuan Guo, Sanjay Kariyappa et al.7 citations
  44. Break It Down: Evidence for Structural Compositionality in Neural Networks ↗Michael A. Lepori, Thomas Serre, Ellie Pavlick7 citations
  45. Bridging Discrete and Backpropagation: Straight-Through and Beyond ↗Liyuan Liu, Chengyu Dong, Xiaodong Liu et al.7 citations
  46. CAT-Walk: Inductive Hypergraph Learning via Set Walks ↗Ali Behrouz, Farnoosh Hashemi, Sadaf Sadeghian et al.7 citations
  47. Class-Distribution-Aware Pseudo-Labeling for Semi-Supervised Multi-Label Learning ↗Ming-Kun Xie, Jiahao Xiao, Gang Niu et al.7 citations
  48. Clifford Group Equivariant Neural Networks ↗David Ruhe, Johannes Brandstetter, Patrick D. Forré7 citations
  49. Compositional Foundation Models for Hierarchical Planning ↗Anurag Ajay, Seungwook Han, Yilun Du et al.7 citations
  50. Concept Algebra for (Score-Based) Text-Controlled Generative Models ↗Zihao Wang, Lin Gui, Jeffrey Negrea et al.7 citations
  51. Conditional Score Guidance for Text-Driven Image-to-Image Translation ↗Hyunsoo Lee, Minsoo Kang, Bohyung Han7 citations
  52. Convex and Non-convex Optimization Under Generalized Smoothness ↗Haochuan Li, Jian Qian, Yi Tian et al.7 citations
  53. Curriculum Learning for Graph Neural Networks: Which Edges Should We Learn First ↗Zheng Zhang, Junxiang Wang, Liang Zhao7 citations
  54. Data-driven Optimal Filtering for Linear Systems with Unknown Noise Covariances ↗Shahriar Talebi, Amirhossein Taghvaei, Mehran Mesbahi7 citations
  55. Deep Non-line-of-sight Imaging from Under-scanning Measurements ↗Yue Li, Yueyi Zhang, Juntian Ye et al.7 citations
  56. DiffuseBot: Breeding Soft Robots With Physics-Augmented Generative Diffusion Models ↗Tsun-Hsuan Wang, Juntian Zheng, Pingchuan Ma et al.7 citations
  57. Digital Typhoon: Long-term Satellite Image Dataset for the Spatio-Temporal Modeling of Tropical Cyclones ↗Asanobu Kitamoto, Jared Hwang, Bastien Vuillod et al.7 citations
  58. Dis-inhibitory neuronal circuits can control the sign of synaptic plasticity ↗Julian Rossbroich, Friedemann Zenke7 citations
  59. Distributional Learning of Variational AutoEncoder: Application to Synthetic Data Generation ↗Seunghwan An, Jong‐June Jeon7 citations
  60. DrugCLIP: Contrastive Protein-Molecule Representation Learning for Virtual Screening ↗Bowen Gao, Bo Qiang, Yanyan Lan et al.7 citations
  61. EFWI: Multiparameter Benchmark Datasets for Elastic Full Waveform Inversion of Geophysical Properties ↗Shihang Feng, Hanchen Wang, Shihang Feng et al.7 citations
  62. EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images ↗Seongsu Bae, Daeun Kyung, Jaehee Ryu et al.7 citations
  63. EPIC Fields: Marrying 3D Geometry and Video Understanding ↗Vadim Tschernezki, Ahmad Darkhalil, Zhifan Zhu et al.7 citations
  64. Effective Bayesian Heteroscedastic Regression with Deep Neural Networks ↗Alexander Immer, Emanuele Palumbo, Alexander Marx et al.7 citations
  65. Efficient Adversarial Contrastive Learning via Robustness-Aware Coreset Selection ↗Xilie Xu, Jingfeng Zhang, Feng Liu et al.7 citations
  66. Emergence of Shape Bias in Convolutional Neural Networks through Activation Sparsity ↗Tianqin Li, Ziqi Wen, Yangfan Li et al.7 citations
  67. End-to-End Meta-Bayesian Optimisation with Transformer Neural Processes ↗Alexandre Maraval, Matthieu Zimmer, Antoine Grosnit et al.7 citations
  68. Equivariant Spatio-Temporal Attentive Graph Networks to Simulate Physical Dynamics ↗Liming Wu, Zhichao Hou, Jirui Yuan et al.7 citations
  69. Evaluating the Robustness of Interpretability Methods through Explanation Invariance and Equivariance ↗Jonathan Crabbé, Mihaela Van Der Schaar7 citations
  70. Explaining V1 Properties with a Biologically Constrained Deep Learning Architecture ↗Galen Pogoncheff, Jacob Granley, Michael Beyeler7 citations
  71. FGPrompt: Fine-grained Goal Prompting for Image-goal Navigation ↗Xinyu Sun, Peihao Chen, Jugang Fan et al.7 citations
  72. Facilitating Graph Neural Networks with Random Walk on Simplicial Complexes ↗Cai Zhou, Xiyuan Wang, Muhan Zhang7 citations
  73. Fairness Aware Counterfactuals for Subgroups ↗Loukas Kavouras, Konstantinos Tsopelas, Giorgos Giannopoulos et al.7 citations
  74. Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments ↗Thanh-Dat Truong, Hoang-Quan Nguyen, Bhiksha Raj et al.7 citations
  75. FedGame: A Game-Theoretic Defense against Backdoor Attacks in Federated Learning ↗Jinyuan Jia, Zhuowen Yuan, Dinuka Sahabandu et al.7 citations
  76. FlowCam: Training Generalizable 3D Radiance Fields without Camera Poses via Pixel-Aligned Scene Flow ↗Cameron Smith, Yilun Du, Ayush Tewari et al.7 citations
  77. GSLB: The Graph Structure Learning Benchmark ↗Zhixun Li, Liang Wang, Xin Sun et al.7 citations
  78. Gacs-Korner Common Information Variational Autoencoder ↗Michael Kleinman, Alessandro Achille, Stefano Soatto et al.7 citations
  79. GenS: Generalizable Neural Surface Reconstruction from Multi-View Images ↗Rui Peng, Xiaodong Gu, Luyang Tang et al.7 citations
  80. HAP: Structure-Aware Masked Image Modeling for Human-Centric Perception ↗Junkun Yuan, Xinyu Zhang, Hao Zhou et al.7 citations
  81. HOH: Markerless Multimodal Human-Object-Human Handover Dataset with Large Object Count ↗Noah Wiederhold, Ava Megyeri, Dimaggio Paris et al.7 citations
  82. Implicit Transfer Operator Learning: Multiple Time-Resolution Models for Molecular Dynamics ↗Mathias Schreiner, Ole Winther, Simon Olsson7 citations
  83. InfoCD: A Contrastive Chamfer Distance Loss for Point Cloud Completion ↗Fangzhou Lin, Yun Yue, Ziming Zhang et al.7 citations
  84. Information Design in Multi-Agent Reinforcement Learning ↗Yue Lin, Wenhao Li, Hongyuan Zha et al.7 citations
  85. Intra-Modal Proxy Learning for Zero-Shot Visual Categorization with CLIP ↗Qi Qian, Yuanhong Xu, Yuanhong Xu7 citations
  86. Kronecker-Factored Approximate Curvature for Modern Neural Network Architectures ↗Runa Eschenhagen, Alexander Immer, Richard E. Turner et al.7 citations
  87. Language-based Action Concept Spaces Improve Video Self-Supervised Learning ↗Kanchana Ranasinghe, Michael S. Ryoo7 citations
  88. Learning to Augment Distributions for Out-of-distribution Detection ↗Qizhou Wang, Zhen Fang, Yonggang Zhang et al.7 citations
  89. Lie Point Symmetry and Physics-Informed Networks ↗Tara Akhound-Sadegh, Laurence Perreault-Levasseur, Johannes Brandstetter et al.7 citations
  90. M4: A Unified XAI Benchmark for Faithfulness Evaluation of Feature Attribution Methods across Metrics, Modalities and Models ↗Xuhong Li, Mengnan Du, Jiamin Chen et al.7 citations
  91. Mr. HiSum: A Large-scale Dataset for Video Highlight Detection and Summarization ↗J. Sul, Jihoon Han, Joonseok Lee7 citations
  92. Near-Linear Time Algorithm for the Chamfer Distance ↗Ainesh Bakshi, Piotr Indyk, Rajesh Jayaram et al.7 citations
  93. One-Step Diffusion Distillation via Deep Equilibrium Models ↗Zhengyang Geng, Ashwini Pokle, J. Zico Kolter7 citations
  94. PackQViT: Faster Sub-8-bit Vision Transformers via Full and Packed Quantization on the Mobile ↗Peiyan Dong, Lei Lu, Chao Wu et al.7 citations
  95. PanoGRF: Generalizable Spherical Radiance Fields for Wide-baseline Panoramas ↗Zheng Chen, Yan-Pei Cao, Yuan-Chen Guo et al.7 citations
  96. Pgx: Hardware-Accelerated Parallel Game Simulators for Reinforcement Learning ↗Sotetsu Koyamada, Shinri Okano, Soichiro Nishimori et al.7 citations
  97. Physion++: Evaluating Physical Scene Understanding that Requires Online Inference of Different Physical Properties ↗Hsiao-Yu Fish Tung, Mingyu Ding, Zhenfang Chen et al.7 citations
  98. Provable Training for Graph Contrastive Learning ↗Yue Yu, Xiao Wang, Mengmei Zhang et al.7 citations
  99. Res-Tuning: A Flexible and Efficient Tuning Paradigm via Unbinding Tuner from Backbone ↗Zeyinzi Jiang, Chaojie Mao, Ziyuan Huang et al.7 citations
  100. Residual Alignment: Uncovering the Mechanisms of Residual Networks ↗Jianing Li, Vardan Papyan7 citations

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