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NeurIPS 2023: all accepted papers

3,540 papers · page 6 of 36 · the most cited first · ← NeurIPS 2023

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  1. Scaling MLPs: A Tale of Inductive Bias ↗Gregor Bachmann, Sotiris Anagnostidis, Thomas Hofmann16 citations
  2. Shared Adversarial Unlearning: Backdoor Mitigation by Unlearning Shared Adversarial Examples ↗Shaokui Wei, Mingda Zhang, Hongyuan Zha et al.16 citations
  3. Sheaf Hypergraph Networks ↗Iulia Duta, Giulia Cassarà, Fabrizio Silvestri et al.16 citations
  4. Stable and low-precision training for large-scale vision-language models ↗Mitchell Wortsman, Tim Dettmers, Luke Zettlemoyer et al.16 citations
  5. Subspace Identification for Multi-Source Domain Adaptation ↗Zijian Li, Ruichu Cai, Guangyi Chen et al.16 citations
  6. Adversarial Training for Graph Neural Networks: Pitfalls, Solutions, and New Directions ↗Lukas Gosch, Simon Geisler, Daniel Sturm et al.15 citations
  7. Causal Interpretation of Self-Attention in Pre-Trained Transformers ↗Raanan Y. Rohekar, Yaniv Gurwicz, Shami Nisimov15 citations
  8. DiffPack: A Torsional Diffusion Model for Autoregressive Protein Side-Chain Packing ↗Yangtian Zhang, Zuobai Zhang, Bozitao Zhong et al.15 citations
  9. Domain Watermark: Effective and Harmless Dataset Copyright Protection is Closed at Hand ↗Junfeng Guo, Yiming Li, Lixu Wang et al.15 citations
  10. Eliminating Domain Bias for Federated Learning in Representation Space ↗Jianqing Zhang, Yang Hua, Jian Cao et al.15 citations
  11. Every Parameter Matters: Ensuring the Convergence of Federated Learning with Dynamic Heterogeneous Models Reduction ↗Hanhan Zhou, Tian Lan, Guru Venkataramani et al.15 citations
  12. Explaining Predictive Uncertainty with Information Theoretic Shapley Values ↗David Watson, Joshua O'Hara, Niek Tax et al.15 citations
  13. IDRNet: Intervention-Driven Relation Network for Semantic Segmentation ↗Zhenchao Jin, Xiaowei Hu, Lingting Zhu et al.15 citations
  14. Interpretable Prototype-based Graph Information Bottleneck ↗Sangwoo Seo, Sungwon Kim, Chanyoung Park15 citations
  15. Learning Topology-Agnostic EEG Representations with Geometry-Aware Modeling ↗Ke Yi, Yansen Wang, Kan Ren et al.15 citations
  16. Leave No Stone Unturned: Mine Extra Knowledge for Imbalanced Facial Expression Recognition ↗Yuhang Zhang, Yaqi Li, Lixiong Qin et al.15 citations
  17. Meta-Adapter: An Online Few-shot Learner for Vision-Language Model ↗Cheng Cheng, Lin Song, Ruoyi Xue et al.15 citations
  18. Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture ↗Daniel Y. Fu, Simran Arora, Jessica Grogan et al.15 citations
  19. MuSe-GNN: Learning Unified Gene Representation From Multimodal Biological Graph Data ↗Tianyu Liu, Yuge Wang, Rex Ying et al.15 citations
  20. Neural Polarizer: A Lightweight and Effective Backdoor Defense via Purifying Poisoned Features ↗Mingli Zhu, Shaokui Wei, Hongyuan Zha et al.15 citations
  21. NeuroGraph: Benchmarks for Graph Machine Learning in Brain Connectomics ↗Anwar Said, Roza G. Bayrak, Tyler Derr et al.15 citations
  22. On the Constrained Time-Series Generation Problem ↗Andrea Coletta, Sriram Gopalakrishnan, Daniel Borrajo et al.15 citations
  23. PAD: A Dataset and Benchmark for Pose-agnostic Anomaly Detection ↗Qiang Zhou, Weize Li, Lihan Jiang et al.15 citations
  24. PUCA: Patch-Unshuffle and Channel Attention for Enhanced Self-Supervised Image Denoising ↗Hyemi Jang, Junsung Park, Dahuin Jung et al.15 citations
  25. Predicting mutational effects on protein-protein binding via a side-chain diffusion probabilistic model ↗Shiwei Liu, Tian Zhu, Milong Ren et al.15 citations
  26. Prototype-based Aleatoric Uncertainty Quantification for Cross-modal Retrieval ↗Hao Xiang Li, Jingkuan Song, Lianli Gao et al.15 citations
  27. Representation Equivalent Neural Operators: a Framework for Alias-free Operator Learning ↗Francesca Bartolucci, Emmanuel de Bézenac, Bogdan Raonić et al.15 citations
  28. Robust Multi-Agent Reinforcement Learning via Adversarial Regularization: Theoretical Foundation and Stable Algorithms ↗Alexander Bukharin, Yan Li, Yue Yu et al.15 citations
  29. SwapPrompt: Test-Time Prompt Adaptation for Vision-Language Models ↗Xiaosong Ma, Jie Zhang, Song Guo et al.15 citations
  30. SyncDiffusion: Coherent Montage via Synchronized Joint Diffusions ↗Yuseung Lee, Kunho Kim, Hyunjin Kim et al.15 citations
  31. Synthetic Experience Replay ↗Cong Lu, Philip Ball, Yee Whye Teh et al.15 citations
  32. Text Promptable Surgical Instrument Segmentation with Vision-Language Models ↗Zijian Zhou, Oluwatosin Alabi, Meng Wei et al.15 citations
  33. Textually Pretrained Speech Language Models ↗Michael Hassid, Tal Remez, Tu Anh Nguyen et al.15 citations
  34. The probability flow ODE is provably fast ↗Sitan Chen, Sinho Chewi, Holden Lee et al.15 citations
  35. TrojLLM: A Black-box Trojan Prompt Attack on Large Language Models ↗Jiaqi Xue, Mengxin Zheng, Ting Hua et al.15 citations
  36. A Performance-Driven Benchmark for Feature Selection in Tabular Deep Learning ↗Valeriia Cherepanova, Roman Levin, Gowthami Somepalli et al.14 citations
  37. A Unified Conditional Framework for Diffusion-based Image Restoration ↗Yi Zhang, Xiaoyu Shi, Dasong Li et al.14 citations
  38. Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation ↗Wei Jin, Haitao Mao, Zheng Li et al.14 citations
  39. AndroidInTheWild: A Large-Scale Dataset For Android Device Control ↗C. Rawles, Timothy Lillicrap, Daniel Rodriguez et al.14 citations
  40. BiMatting: Efficient Video Matting via Binarization ↗Haotong Qin, Lei Ke, Xudong Ma et al.14 citations
  41. Binarized Spectral Compressive Imaging ↗Yuanhao Cai, Yuxin Zheng, Jing Fung Lin et al.14 citations
  42. BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short-Term Load Forecasting ↗Patrick Emami, Abhijeet Sahu, Peter Graf14 citations
  43. Bullying10K: A Large-Scale Neuromorphic Dataset towards Privacy-Preserving Bullying Recognition ↗Yiting Dong, Yang Li, Dongcheng Zhao et al.14 citations
  44. CORL: Research-oriented Deep Offline Reinforcement Learning Library ↗Denis Tarasov, Alexander Nikulin, Dmitry Akimov et al.14 citations
  45. Diff-Instruct: A Universal Approach for Transferring Knowledge From Pre-trained Diffusion Models ↗Weijian Luo, Tianyang Hu, Shifeng Zhang et al.14 citations
  46. Differentiable Registration of Images and LiDAR Point Clouds with VoxelPoint-to-Pixel Matching ↗Junsheng Zhou, Baorui Ma, Wenyuan Zhang et al.14 citations
  47. Does progress on ImageNet transfer to real-world datasets? ↗Alex Fang, Simon Kornblith, Ludwig Schmidt14 citations
  48. Explain Any Concept: Segment Anything Meets Concept-Based Explanation ↗Ao Sun, Pingchuan Ma, Yuanyuan Yuan et al.14 citations
  49. Fine-Grained Visual Prompting ↗Lingfeng Yang, Yueze Wang, Xiang Yuan Li et al.14 citations
  50. Free-Bloom: Zero-Shot Text-to-Video Generator with LLM Director and LDM Animator ↗Hanzhuo Huang, Yufan Feng, Cheng Shi et al.14 citations
  51. HA-ViD: A Human Assembly Video Dataset for Comprehensive Assembly Knowledge Understanding ↗Hao Zheng, Regina Lee, Yuqian Lu14 citations
  52. Identifiability Guarantees for Causal Disentanglement from Soft Interventions ↗Jiaqi Zhang, Kristjan H. Greenewald, Chandler Squires et al.14 citations
  53. Improving Diffusion-Based Image Synthesis with Context Prediction ↗Ling Yang, Jingwei Liu, Shenda Hong et al.14 citations
  54. Learning Domain-Aware Detection Head with Prompt Tuning ↗Haochen Li, Rui Zhang, Hantao Yao et al.14 citations
  55. PHOTOSWAP: Personalized Subject Swapping in Images ↗Jing Gu, Yilin Wang, Nanxuan Zhao et al.14 citations
  56. PolyDiffuse: Polygonal Shape Reconstruction via Guided Set Diffusion Models ↗Jiacheng Chen, Ruizhi Deng, Yasutaka Furukawa14 citations
  57. Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition ↗Shuhuai Ren, Aston Zhang, Yi Zhu et al.14 citations
  58. PromptRestorer: A Prompting Image Restoration Method with Degradation Perception ↗Cong Wang, Jinshan Pan, Wei Wang et al.14 citations
  59. SPA: A Graph Spectral Alignment Perspective for Domain Adaptation ↗Zhiqing Xiao, Haobo Wang, Ying Jin et al.14 citations
  60. Speculative Decoding with Big Little Decoder ↗Sehoon Kim, Karttikeya Mangalam, Suhong Moon et al.14 citations
  61. SwiFT: Swin 4D fMRI Transformer ↗Peter Kim, Junbeom Kwon, Sunghwan Joo et al.14 citations
  62. Understanding Social Reasoning in Language Models with Language Models ↗Kanishk Gandhi, Jan-Philipp Fränken, Tobias Gerstenberg et al.14 citations
  63. Unsupervised Learning for Solving the Travelling Salesman Problem ↗Yimeng Min, Yiwei Bai, Carla P. Gomes14 citations
  64. Video Prediction Models as Rewards for Reinforcement Learning ↗Alejandro Escontrela, Ademi Adeniji, Wilson Yan et al.14 citations
  65. WBCAtt: A White Blood Cell Dataset Annotated with Detailed Morphological Attributes ↗Satoshi Tsutsui, Winnie Pang, Bihan Wen14 citations
  66. A Single 2D Pose with Context is Worth Hundreds for 3D Human Pose Estimation ↗Qitao Zhao, Ce Zheng, Mengyuan Liu et al.13 citations
  67. A U-turn on Double Descent: Rethinking Parameter Counting in Statistical Learning ↗Alicia Curth, Alan Jeffares, Mihaela Van Der Schaar13 citations
  68. Autodecoding Latent 3D Diffusion Models ↗Evangelos Ntavelis, Aliaksandr Siarohin, Kyle Olszewski et al.13 citations
  69. ClimateLearn: Benchmarking Machine Learning for Weather and Climate Modeling ↗Tung Nguyen, Jason Jewik, Hritik Bansal et al.13 citations
  70. CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement ↗Qihe Huang, Lei Shen, Ruixin Zhang et al.13 citations
  71. DELTA: Diverse Client Sampling for Fasting Federated Learning ↗Lin Wang, Yongxin Guo, Tao Lin et al.13 citations
  72. Debias Coarsely, Sample Conditionally: Statistical Downscaling through Optimal Transport and Probabilistic Diffusion Models ↗Zhong Yi Wan, Ricardo Baptista, Anudhyan Boral et al.13 citations
  73. Defending Pre-trained Language Models as Few-shot Learners against Backdoor Attacks ↗Zhaohan Xi, Tianyu Du, Changjiang Li et al.13 citations
  74. Diffusion Hyperfeatures: Searching Through Time and Space for Semantic Correspondence ↗Grace Luo, Lisa Dunlap, Dong Huk Park et al.13 citations
  75. Ensemble-based Deep Reinforcement Learning for Vehicle Routing Problems under Distribution Shift ↗Yuan Jiang, Zhiguang Cao, Yaoxin Wu et al.13 citations
  76. FOCAL: Contrastive Learning for Multimodal Time-Series Sensing Signals in Factorized Orthogonal Latent Space ↗Shengzhong Liu, Tomoyoshi Kimura, Dongxin Liu et al.13 citations
  77. FedL2P: Federated Learning to Personalize ↗Royson Lee, Minyoung Kim, Da Li et al.13 citations
  78. Frequency-Enhanced Data Augmentation for Vision-and-Language Navigation ↗Keji He, Chenyang Si, Zhihe Lu et al.13 citations
  79. Functional-Group-Based Diffusion for Pocket-Specific Molecule Generation and Elaboration ↗Haitao Lin, Yufei Huang, Odin Zhang et al.13 citations
  80. Image Captioners Are Scalable Vision Learners Too ↗Michael Tschannen, Manoj Kumar (ed), Andreas Steiner et al.13 citations
  81. ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation ↗Ya Sheng Sun, Yifan Yang, Houwen Peng et al.13 citations
  82. Improving neural network representations using human similarity judgments ↗Lukas Muttenthaler, Lorenz Linhardt, Jonas Dippel et al.13 citations
  83. Inserting Anybody in Diffusion Models via Celeb Basis ↗Ge Yuan, Xiaodong Cun, Yong Zhang et al.13 citations
  84. LLMScore: Unveiling the Power of Large Language Models in Text-to-Image Synthesis Evaluation ↗Xiujun Li, Xianjun Yang, Xiujun Li et al.13 citations
  85. Label-Retrieval-Augmented Diffusion Models for Learning from Noisy Labels ↗Jian Chen, Ruiyi Zhang, Tong Yu et al.13 citations
  86. Language Models are Weak Learners ↗Hariharan Manikandan, Yiding Jiang, J. Zico Kolter13 citations
  87. Large Language Models Are Semi-Parametric Reinforcement Learning Agents ↗Danyang Zhang, Lu Chen, Situo Zhang et al.13 citations
  88. Learning better with Dale’s Law: A Spectral Perspective ↗Pingsheng Li, Jonathan H. Cornford, Arna Ghosh et al.13 citations
  89. Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularization ↗Xiangsen Wang, Haoran Xu, Yinan Zheng et al.13 citations
  90. Operator Learning with Neural Fields: Tackling PDEs on General Geometries ↗Louis Serrano, Lise Le Boudec, Armand Kassaï Koupaï et al.13 citations
  91. Parsel🐍: Algorithmic Reasoning with Language Models by Composing Decompositions ↗Eric Zelikman, Qian Huang, Gabriel Poesia et al.13 citations
  92. Paxion: Patching Action Knowledge in Video-Language Foundation Models ↗Zhenhailong Wang, Ansel Blume, Sha Li et al.13 citations
  93. Pretraining task diversity and the emergence of non-Bayesian in-context learning for regression ↗Allan Raventós, Mansheej Paul, Feng Chen et al.13 citations
  94. REFINE: A Fine-Grained Medication Recommendation System Using Deep Learning and Personalized Drug Interaction Modeling ↗Suman Bhoi, Mong Li Lee, Wynne Hsu et al.13 citations
  95. Reverse Engineering Self-Supervised Learning ↗Ido Ben-Shaul, Ravid Shwartz-Ziv, Tomer Galanti et al.13 citations
  96. SatLM: Satisfiability-Aided Language Models Using Declarative Prompting ↗Xi Ye, Qiaochu Chen, Işıl Dillig et al.13 citations
  97. Scalable Membership Inference Attacks via Quantile Regression ↗Martín Bertrán, Shuai Tang, Aaron Roth et al.13 citations
  98. SpecTr: Fast Speculative Decoding via Optimal Transport ↗Ziteng Sun, Ananda Theertha Suresh, Jae Hun Ro et al.13 citations
  99. The Clock and the Pizza: Two Stories in Mechanistic Explanation of Neural Networks ↗Ziqian Zhong, Ziming Liu, Max Tegmark et al.13 citations
  100. The expressive power of pooling in Graph Neural Networks ↗Filippo Maria Bianchi, Veronica Lachi13 citations

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