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NeurIPS 2023: all accepted papers

3,540 papers · page 5 of 36 · the most cited first · ← NeurIPS 2023

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  1. BQ-NCO: Bisimulation Quotienting for Efficient Neural Combinatorial Optimization ↗Darko Drakulić, Sofia Michel, Florian Mai et al.19 citations
  2. Demystifying Structural Disparity in Graph Neural Networks: Can One Size Fit All? ↗Haitao Mao, Zhikai Chen, Wei Jin et al.19 citations
  3. Dense and Aligned Captions (DAC) Promote Compositional Reasoning in VL Models ↗Sivan Doveh, Assaf Arbelle, Sivan Harary et al.19 citations
  4. Drift doesn't Matter: Dynamic Decomposition with Diffusion Reconstruction for Unstable Multivariate Time Series Anomaly Detection ↗Chengsen Wang, Zirui Zhuang, Qi Qi et al.19 citations
  5. Dynamic Prompt Learning: Addressing Cross-Attention Leakage for Text-Based Image Editing ↗Kai Wang, Fei Yang, Shiqi Yang et al.19 citations
  6. Echoes Beyond Points: Unleashing the Power of Raw Radar Data in Multi-modality Fusion ↗Yang Liu, Feng Wang, Naiyan Wang et al.19 citations
  7. Efficient Diffusion Policies For Offline Reinforcement Learning ↗Bingyi Kang, Xiao Ma, Chao Du et al.19 citations
  8. End-To-End Latent Variational Diffusion Models for Inverse Problems in High Energy Physics ↗Alexander Shmakov, Kevin Thomas Greif, M. J. Fenton et al.19 citations
  9. Finding Order in Chaos: A Novel Data Augmentation Method for Time Series in Contrastive Learning ↗Berken Utku Demirel, Christian Holz19 citations
  10. GLIME: General, Stable and Local LIME Explanation ↗Zeren Tan, Zeren Tan, Jian Li19 citations
  11. HyTrel: Hypergraph-enhanced Tabular Data Representation Learning ↗Pei Chen, Soumajyoti Sarkar, Leonard Lausen et al.19 citations
  12. In-Context Learning Unlocked for Diffusion Models ↗Zhendong Wang, Yifan Jiang, Yadong Lu et al.19 citations
  13. Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt ↗Yining Ma, Zhiguang Cao, Yeow Meng Chee19 citations
  14. MonoUNI: A Unified Vehicle and Infrastructure-side Monocular 3D Object Detection Network with Sufficient Depth Clues ↗Jia Jinrang, Zhenjia Li, Yifeng Shi19 citations
  15. No Representation Rules Them All in Category Discovery ↗Sagar Vaze, Andrea Vedaldi, Andrew Zisserman19 citations
  16. Nominality Score Conditioned Time Series Anomaly Detection by Point/Sequential Reconstruction ↗Chih-Yu Lai, Fan-Keng Sun, Zhengqi Gao et al.19 citations
  17. Orthogonal Non-negative Tensor Factorization based Multi-view Clustering ↗Jing Li, Quanxue Gao, Qianqian Wang et al.19 citations
  18. Revisiting Adversarial Training for ImageNet: Architectures, Training and Generalization across Threat Models ↗Naman Deep Singh, Francesco Croce, Matthias Hein19 citations
  19. SE(3) Diffusion Model-based Point Cloud Registration for Robust 6D Object Pose Estimation ↗Haobo Jiang, Mathieu Salzmann, Zheng Dang et al.19 citations
  20. STORM: Efficient Stochastic Transformer based World Models for Reinforcement Learning ↗Weipu Zhang, Gang Wang, Jian Sun et al.19 citations
  21. Self-Evaluation Guided Beam Search for ReasoningYuxi Xie, Kenji Kawaguchi, Yiran Zhao et al.19 citations · our summary
  22. Stable Diffusion is Unstable ↗Chengbin Du, Yanxi Li, Zhongwei Qiu et al.19 citations
  23. StyleDrop: Text-to-Image Synthesis of Any Style ↗Kihyuk Sohn, Lu Jiang, Jarred Barber et al.19 citations
  24. Cross-Scale MAE: A Tale of Multiscale Exploitation in Remote Sensing ↗Maofeng Tang, Andrei Cozma, Konstantinos Georgiou et al.18 citations
  25. Cross-modal Prompts: Adapting Large Pre-trained Models for Audio-Visual Downstream Tasks ↗Haoyi Duan, Yan Xia, Mingze Zhou et al.18 citations
  26. Dynamic Context Pruning for Efficient and Interpretable Autoregressive Transformers ↗Sotiris Anagnostidis, Dario Pavllo, Luca Biggio et al.18 citations
  27. Efficient Neural Music Generation ↗Max W. Y. Lam, Qiao Tian, Tang Li et al.18 citations
  28. Evolutionary Neural Architecture Search for Transformer in Knowledge Tracing ↗Shangshang Yang, Xiaoshan Yu, Ye Tian et al.18 citations
  29. Exploring Diverse In-Context Configurations for Image Captioning ↗Xu Yang, Yongliang Wu, Mingzhuo Yang et al.18 citations
  30. FlatMatch: Bridging Labeled Data and Unlabeled Data with Cross-Sharpness for Semi-Supervised Learning ↗Zhuo Huang, Li Shen, Jun Yu et al.18 citations
  31. FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation Models ↗Bingyi Kang, Xiaogang Xu, Bingyi Kang et al.18 citations
  32. Joint Learning of Label and Environment Causal Independence for Graph Out-of-Distribution Generalization ↗Shurui Gui, Meng Liu, Xiner Li et al.18 citations
  33. MADLAD-400: A Multilingual And Document-Level Large Audited DatasetSneha Kudugunta, Isaac Rayburn Caswell, Biao Zhang et al.18 citations · our summary
  34. Minigrid & Miniworld: Modular & Customizable Reinforcement Learning Environments for Goal-Oriented Tasks ↗Maxime Chevalier-Boisvert, Bolun Dai, Mark Towers et al.18 citations
  35. Practical and Asymptotically Exact Conditional Sampling in Diffusion Models ↗Luhuan Wu, Brian L. Trippe, Christian A. Naesseth et al.18 citations
  36. Quantizable Transformers: Removing Outliers by Helping Attention Heads Do Nothing ↗Yelysei Bondarenko, Markus Nagel, Tijmen Blankevoort18 citations
  37. Representational Strengths and Limitations of Transformers ↗Clayton Sanford, Daniel Hsu, Matus Telgarsky18 citations
  38. Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards ↗Alexandre Ramé, Guillaume Couairon, Corentin Dancette et al.18 citations
  39. Siamese Masked Autoencoders ↗Agrim Gupta, Jiajun Wu, Jia Hao Deng et al.18 citations
  40. Spiking PointNet: Spiking Neural Networks for Point Clouds ↗Dayong Ren, Zhe Ma, Yuanpei Chen et al.18 citations
  41. S³: Increasing GPU Utilization during Generative Inference for Higher Throughput ↗Yunho Jin, Chun-Feng Wu, David Brooks et al.18 citations
  42. 4M: Massively Multimodal Masked Modeling ↗David Mizrahi, Roman Bachmann, Oğuzhan Fatih Kar et al.17 citations
  43. A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm ↗Haizhou Shi, Hao Wang17 citations
  44. A new perspective on building efficient and expressive 3D equivariant graph neural networks ↗Weitao Du, Yuanqi Du, Limei Wang et al.17 citations
  45. A*Net: A Scalable Path-based Reasoning Approach for Knowledge Graphs ↗Zhaocheng Zhu, Xinyu Yuan, Michael Galkin et al.17 citations
  46. AVIS: Autonomous Visual Information Seeking with Large Language Model Agent ↗Ziniu Hu, Ahmet İşcen, Chen Sun et al.17 citations
  47. An Inverse Scaling Law for CLIP Training ↗Xianhang Li, Zeyu Wang, Cihang Xie17 citations
  48. BasisFormer: Attention-based Time Series Forecasting with Learnable and Interpretable Basis ↗Jianguo Li, Hang Yu, Shizhan Liu et al.17 citations
  49. Benchmarking Distribution Shift in Tabular Data with TableShift ↗Josh Gardner, Zoran Popović, Ludwig Schmidt17 citations
  50. C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models ↗Yuzhen Huang, Yuzhuo Bai, Zhihao Zhu et al.17 citations
  51. CLadder: Assessing Causal Reasoning in Language Models ↗Zhijing Jin, Yuen Chen, Felix Leeb et al.17 citations
  52. Characterizing Graph Datasets for Node Classification: Homophily-Heterophily Dichotomy and Beyond ↗Oleg Platonov, Denis Kuznedelev, Artem Babenko et al.17 citations
  53. ChatGPT-Powered Hierarchical Comparisons for Image Classification ↗Zhiyuan Ren, Yiyang Su, Xiaoming Liu17 citations
  54. CommonScenes: Generating Commonsense 3D Indoor Scenes with Scene Graph Diffusion ↗Guangyao Zhai, Evin Pınar Örnek, Shun-Cheng Wu et al.17 citations
  55. Conformal Prediction for Time Series with Modern Hopfield Networks ↗Andreas Auer, Martin Gauch, Daniel Klotz et al.17 citations
  56. Controlling Text-to-Image Diffusion by Orthogonal Finetuning ↗Zeju Qiu, Weiyang Liu, Haiwen Feng et al.17 citations
  57. Convergence Analysis of Sequential Federated Learning on Heterogeneous Data ↗Yipeng Li, Xinchen Lyu17 citations
  58. Dynamo-Depth: Fixing Unsupervised Depth Estimation for Dynamical Scenes ↗Yihong Sun, Bharath Hariharan17 citations
  59. FineMoGen: Fine-Grained Spatio-Temporal Motion Generation and Editing ↗Mingyuan Zhang, Huirong Li, Zhongang Cai et al.17 citations
  60. Geometric Algebra Transformer ↗Johann Brehmer, Pim de Haan, Sönke Behrends et al.17 citations
  61. Harnessing Hard Mixed Samples with Decoupled Regularizer ↗Zicheng Liu, Siyuan Li, Ge Wang et al.17 citations
  62. How does GPT-2 compute greater-than?: Interpreting mathematical abilities in a pre-trained language modelMichael Hanna, Ollie Liu, Alexandre Variengien17 citations · our summary
  63. Improving *day-ahead* Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal Context ↗Oussama Boussif, Ghait Boukachab, Dan Assouline et al.17 citations
  64. KD-Zero: Evolving Knowledge Distiller for Any Teacher-Student Pairs ↗Lujun Li, Peijie Dong, Lujun Li et al.17 citations
  65. Large Language Models are Visual Reasoning Coordinators ↗Liangyu Chen, Bo Li, Sheng Shen et al.17 citations
  66. NAVI: Category-Agnostic Image Collections with High-Quality 3D Shape and Pose Annotations ↗Varun Jampani, Kevis-Kokitsi Maninis, Andreas Engelhardt et al.17 citations
  67. Neural-Logic Human-Object Interaction Detection ↗Liulei Li, Jianan Wei, Wenguan Wang et al.17 citations
  68. On the Exploitability of Instruction Tuning ↗Manli Shu, Jiongxiao Wang, Chen Zhu et al.17 citations
  69. OpenGSL: A Comprehensive Benchmark for Graph Structure Learning ↗Zhou Zhiyao, Sheng Zhou, Bochao Mao et al.17 citations
  70. QuIP: 2-Bit Quantization of Large Language Models With Guarantees ↗Jerry Chee, Yaohui Cai, Volodymyr Kuleshov et al.17 citations
  71. Simple and Asymmetric Graph Contrastive Learning without Augmentations ↗Teng Xiao, Huaisheng Zhu, Zhengyu Chen et al.17 citations
  72. Stanford-ORB: A Real-World 3D Object Inverse Rendering Benchmark ↗Zhengfei Kuang, Yunzhi Zhang, Hong-Xing Yu et al.17 citations
  73. Structured State Space Models for In-Context Reinforcement Learning ↗Chris Lu, Yannick Schroecker, Albert Gu et al.17 citations
  74. Task Arithmetic in the Tangent Space: Improved Editing of Pre-Trained Models ↗Guillermo Ortiz-Jiménez, Alessandro Favero, Pascal Frossard B17 citations
  75. The Harvard USPTO Patent Dataset: A Large-Scale, Well-Structured, and Multi-Purpose Corpus of Patent Applications ↗Mirac Süzgün, Luke Melas-Kyriazi, Suproteem K. Sarkar et al.17 citations
  76. The geometry of hidden representations of large transformer models ↗Valeriani Lucrezia, Diego Doimo, Francesca Cuturello et al.17 citations
  77. Why think step by step? Reasoning emerges from the locality of experience ↗Ben Prystawski, Mingyang Li, Noah D. Goodman17 citations
  78. ATMAN: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation ↗Björn Deiseroth, Mayukh Deb, Samuel Weinbach et al.16 citations
  79. AmadeusGPT: a natural language interface for interactive animal behavioral analysis ↗Shaokai Ye, Jessy Lauer, Mu Zhou et al.16 citations
  80. Ambient Diffusion: Learning Clean Distributions from Corrupted Data ↗Giannis Daras, Kulin Shah, Yuval Dagan et al.16 citations
  81. Automatic Grouping for Efficient Cooperative Multi-Agent Reinforcement Learning ↗Yifan Zang, Jinmin He, Kai Li et al.16 citations
  82. CoDet: Co-occurrence Guided Region-Word Alignment for Open-Vocabulary Object Detection ↗Chuofan Ma, Yi Jiang, Xin Wen et al.16 citations
  83. Conditional Adapters: Parameter-efficient Transfer Learning with Fast Inference ↗Tao Lei, Junwen Bai, Siddhartha Brahma et al.16 citations
  84. Consensus and Subjectivity of Skin Tone Annotation for ML Fairness ↗Candice Schumann, Femi Olanubi, Auriel Wright et al.16 citations
  85. Convolutional State Space Models for Long-Range Spatiotemporal Modeling ↗Jimmy Smith, Shalini De Mello, Jan Kautz et al.16 citations
  86. CycleNet: Rethinking Cycle Consistency in Text-Guided Diffusion for Image Manipulation ↗Sihan Xu, Ziqiao Ma, Yidong Huang et al.16 citations
  87. DiffKendall: A Novel Approach for Few-Shot Learning with Differentiable Kendall's Rank Correlation ↗Kaipeng Zheng, Huishuai Zhang, Weiran Huang16 citations
  88. Fine-Grained Cross-View Geo-Localization Using a Correlation-Aware Homography Estimator ↗Xiaolong Wang, Runsen Xu, Zhuofan Cui et al.16 citations
  89. Focused Transformer: Contrastive Training for Context Scaling ↗Szymon Tworkowski, Konrad Staniszewski, Mikołaj Pacek et al.16 citations
  90. Generative Category-level Object Pose Estimation via Diffusion Models ↗Jiyao Zhang, Mingdong Wu, Hao Dong16 citations
  91. Global-correlated 3D-decoupling Transformer for Clothed Avatar Reconstruction ↗Zechuan Zhang, Li Sun, Zongxin Yang et al.16 citations
  92. Learning Transformer Programs ↗Dan Friedman, Alexander Wettig, Danqi Chen16 citations
  93. LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference ↗Hongwu Peng, Ran Ran, Yukui Luo et al.16 citations
  94. Macro Placement by Wire-Mask-Guided Black-Box Optimization ↗Yunqi Shi, Ke Xue, Song Lei et al.16 citations
  95. Masked Two-channel Decoupling Framework for Incomplete Multi-view Weak Multi-label Learning ↗Chengliang Liu, Jie Wen, Yabo Liu et al.16 citations
  96. PGDiff: Guiding Diffusion Models for Versatile Face Restoration via Partial Guidance ↗Peiqing Yang, Shangchen Zhou, Qingyi Tao et al.16 citations
  97. Parallel Sampling of Diffusion Models ↗Andy Shih, Suneel Belkhale, Stefano Ermon et al.16 citations
  98. Predicting a Protein's Stability under a Million Mutations ↗Jeffrey Ouyang-Zhang, Daniel Diaz, Adam R. Klivans et al.16 citations
  99. Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework ↗Paul Pu Liang, Yun Cheng, Xiang Fan et al.16 citations
  100. RRHF: Rank Responses to Align Language Models with Human Feedback ↗Hongyi Yuan, Zheng Yuan, Chuanqi Tan et al.16 citations

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