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NeurIPS 2024: all accepted papers

4,494 papers · page 19 of 45 · the most cited first · ← NeurIPS 2024

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  1. Exact Gradients for Stochastic Spiking Neural Networks Driven by Rough Signals ↗Christian Holberg, Cristopher Salvi3 citations
  2. Explicit Eigenvalue Regularization Improves Sharpness-Aware Minimization ↗Haocheng Luo, Tuan Truong, Tung Lam Pham et al.3 citations
  3. Exploiting the Replay Memory Before Exploring the Environment: Enhancing Reinforcement Learning Through Empirical MDP Iteration ↗Hongming Zhang, Chenjun Xiao, Chao Gao et al.3 citations
  4. FFAM: Feature Factorization Activation Map for Explanation of 3D Detectors ↗Shuai Liu, Boyang Li, Zhiyu Fang et al.3 citations
  5. FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation ↗Kun Chen, Peng Ye, Kang Chen et al.3 citations
  6. FastDrag: Manipulate Anything in One Step ↗Xuanjia Zhao, Jian Guan, Congyi Fan et al.3 citations
  7. FedAvP: Augment Local Data via Shared Policy in Federated Learning ↗Minui Hong, Junhyeog Yun, Insu Jeon et al.3 citations
  8. FedLPA: One-shot Federated Learning with Layer-Wise Posterior Aggregation ↗Xiang Liu, Jialin Li, Feiyang Ye et al.3 citations
  9. Federated Black-Box Adaptation for Semantic Segmentation ↗Jay N. Paranjape, Shameema Sikder, S. Swaroop Vedula et al.3 citations
  10. Federated Ensemble-Directed Offline Reinforcement Learning ↗Desik Rengarajan, Nitin Ragothaman, Dileep M. Kalathil et al.3 citations
  11. Federated Learning over Connected Modes ↗Dennis Grinwald, Philipp Wiesner, Shinichi Nakajima3 citations
  12. Few-Shot Diffusion Models Escape the Curse of Dimensionality ↗Ruofeng Yang, Bo Jiang, Cheng Chen et al.3 citations
  13. Fine Tuning Out-of-Vocabulary Item Recommendation with User Sequence Imagination ↗Ruochen Liu, Hao Chen, Yuanchen Bei et al.3 citations
  14. Fine-Grained Dynamic Framework for Bias-Variance Joint Optimization on Data Missing Not at Random ↗Mingming Ha, Xuewen Tao, Wenfang Lin et al.3 citations
  15. Fine-grained Image-to-LiDAR Contrastive Distillation with Visual Foundation Models ↗Yifan Zhang, Junhui Hou3 citations
  16. Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category Discovery ↗Haonan Lin, Wenbin An, Jiahao Wang et al.3 citations
  17. Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning ↗Xinrui Wang, Chuanxing Geng, Wenhai Wan et al.3 citations
  18. From Chaos to Clarity: 3DGS in the Dark ↗Zhihao Li, Yufei Wang, Alex C. Kot et al.3 citations
  19. From an Image to a Scene: Learning to Imagine the World from a Million 360° Videos ↗Matthew Wallingford, Anand Bhattad, Aditya Kusupati et al.3 citations
  20. Fundamental Convergence Analysis of Sharpness-Aware Minimization ↗Pham Khanh, Hoang-Chau Luong, Boris S. Mordukhovich et al.3 citations
  21. Fundamental Limits of Prompt Compression: A Rate-Distortion Framework for Black-Box Language Models ↗Alliot Nagle, Adway Girish, Marco Bondaschi et al.3 citations
  22. GO4Align: Group Optimization for Multi-Task Alignment ↗Jiayi Shen, Qi Wang, Zehao Xiao et al.3 citations
  23. GREAT Score: Global Robustness Evaluation of Adversarial Perturbation using Generative Models ↗Zaitang Li, Pin‐Yu Chen, Tsung-Yi Ho3 citations
  24. GS-Blur: A 3D Scene-Based Dataset for Realistic Image Deblurring ↗Dongwoo Lee, Joonkyu Park, Kyoung Lee3 citations
  25. GenRL: Multimodal-foundation world models for generalization in embodied agents ↗Pietro Mazzaglia, Tim Verbelen, Bart Dhoedt et al.3 citations
  26. Generalization Analysis for Label-Specific Representation Learning ↗Min-Ling Zhang, Min-Ling Zhang3 citations
  27. Generalize or Detect? Towards Robust Semantic Segmentation Under Multiple Distribution Shifts ↗Zhitong Gao, Bingnan Li, Mathieu Salzmann et al.3 citations
  28. Generated and Pseudo Content guided Prototype Refinement for Few-shot Point Cloud Segmentation ↗Lili Wei, Congyan Lang, Ziyi Chen et al.3 citations
  29. Generating compositional scenes via Text-to-image RGBA Instance Generation ↗Alessandro Fontanella, Petru-Daniel Tudosiu, Yongxin Yang et al.3 citations
  30. Generative Modelling of Structurally Constrained Graphs ↗Manuel Madeira, Clément Vignac, Dorina Thanou et al.3 citations
  31. GeoPlant: Spatial Plant Species Prediction Dataset ↗Lukáš Picek, Christophe Botella, Maximilien Servajean et al.3 citations
  32. Goal Conditioned Reinforcement Learning for Photo Finishing Tuning ↗Jiarui Wu, Yujin Wang, Lingen Li et al.3 citations
  33. Graph Classification via Reference Distribution Learning: Theory and Practice ↗Zixiao Wang, Jicong Fan3 citations
  34. Graph Diffusion Policy Optimization ↗Yijing Liu, Chao‐Hai Du, Tianyu Pang et al.3 citations
  35. Graph-enhanced Optimizers for Structure-aware Recommendation Embedding Evolution ↗Cong Xu, Jun Wang, Jianyong Wang et al.3 citations
  36. Group Robust Preference Optimization in Reward-free RLHF ↗Shyam Sundhar Ramesh, Yifan Hu, Iason Chaimalas et al.3 citations
  37. HEPrune: Fast Private Training of Deep Neural Networks With Encrypted Data Pruning ↗Yancheng Zhang, Mengxin Zheng, Yuzhang Shang et al.3 citations
  38. HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation Prediction ↗Qianyue Hao, Jiahao Fan, Fengli Xu et al.3 citations
  39. Handling Learnwares from Heterogeneous Feature Spaces with Explicit Label Exploitation ↗Peng Tan, Hai-Tian Liu, Zhi-Hao Tan et al.3 citations
  40. Harmonizing Visual Text Comprehension and Generation ↗Zhen Wei Zhao, Jingqun Tang, Binghong Wu et al.3 citations
  41. Hidden in Plain Sight: Evaluating Abstract Shape Recognition in Vision-Language Models ↗Arshia Hemmat, Adam Davies, Tom A. Lamb et al.3 citations
  42. Hierarchical Object-Aware Dual-Level Contrastive Learning for Domain Generalized Stereo Matching ↗Yikun Miao, Meiqing Wu, Siew-Kei Lam et al.3 citations
  43. High-Resolution Image Harmonization with Adaptive-Interval Color Transformation ↗Quanling Meng, Qinglin Liu, Zonglin Li et al.3 citations
  44. Hints-In-Browser: Benchmarking Language Models for Programming Feedback Generation ↗Nachiket Kotalwar, Alkis Gotovos, Adish Kumar Singla3 citations
  45. How Sparse Can We Prune A Deep Network: A Fundamental Limit Perspective ↗Qiaozhe Zhang, Ruijie Zhang, Jun Sun et al.3 citations
  46. How to Use Diffusion Priors under Sparse Views? ↗Qisen Wang, Yifan Zhao, Jiawei Ma et al.3 citations
  47. ID³: Identity-Preserving-yet-Diversified Diffusion Models for Synthetic Face Recognition ↗Jianqing Xu, Shen Li, Jiaying Wu et al.3 citations
  48. II-Bench: An Image Implication Understanding Benchmark for Multimodal Large Language Models ↗Ziqiang Liu, Feiteng Fang, Xi Feng et al.3 citations
  49. IKEA Manuals at Work: 4D Grounding of Assembly Instructions on Internet Videos ↗Yunong Liu, Cristobal Eyzaguirre, Manling Li et al.3 citations
  50. INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness ↗Hung Le, Yingbo Zhou, Caiming Xiong et al.3 citations
  51. IODA: Instance-Guided One-shot Domain Adaptation for Super-Resolution ↗Zai-Zuo Tang, Yu-Bin Yang3 citations
  52. Identifying and Solving Conditional Image Leakage in Image-to-Video Diffusion Model ↗Min Zhao, Hongzhou Zhu, Chendong Xiang et al.3 citations
  53. Image Understanding Makes for A Good Tokenizer for Image Generation ↗Luting Wang, Yang Zhao, Zijian Zhang et al.3 citations
  54. Improving Deep Reinforcement Learning by Reducing the Chain Effect of Value and Policy Churn ↗Hongyao Tang, Glen Berseth3 citations
  55. In-Trajectory Inverse Reinforcement Learning: Learn Incrementally Before an Ongoing Trajectory Terminates ↗Shicheng Liu, Minghui Zhu3 citations
  56. InfiBench: Evaluating the Question-Answering Capabilities of Code Large Language Models ↗Linyi Li, Shijie Geng, Zhenwen Li et al.3 citations
  57. Information-theoretic Generalization Analysis for Expected Calibration Error ↗Futoshi Futami, Masahiro Fujisawa3 citations
  58. Instruction Tuning With Loss Over Instructions ↗Zhengyan Shi, Adam X. Yang, Bin Wu et al.3 citations
  59. Instructor-inspired Machine Learning for Robust Molecular Property Prediction ↗Fang Wu, Siyuan Li, Stan Ziqing Li et al.3 citations
  60. Interpretable Concept-Based Memory Reasoning ↗David Debot, Pietro Barbiero, Francesco Giannini et al.3 citations
  61. Interpretable Lightweight Transformer via Unrolling of Learned Graph Smoothness Priors ↗Tam Thuc Do, Parham Eftekhar, Seyed Hosseini et al.3 citations
  62. Interpreting the Weight Space of Customized Diffusion Models ↗Amil V. Dravid, Yossi Gandelsman, Kuan-Chieh Wang et al.3 citations
  63. Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps ↗Nikita Starodubcev, Mikhail Khoroshikh, Artem Babenko et al.3 citations
  64. Is the MMI Criterion Necessary for Interpretability? Degenerating Non-causal Features to Plain Noise for Self-Rationalization ↗Wei Liu, Zhiying Deng, Zhongyu Niu et al.3 citations
  65. Iteration Head: A Mechanistic Study of Chain-of-Thought ↗Vivien Cabannes, Charles Arnal, Wassim Bouaziz et al.3 citations
  66. KALM: Knowledgeable Agents by Offline Reinforcement Learning from Large Language Model Rollouts ↗Jing-Cheng Pang, Si-Hang Yang, Kaiyuan Li et al.3 citations
  67. Kaleidoscope: Learnable Masks for Heterogeneous Multi-agent Reinforcement Learning ↗Xinran Li, Ling Pan, Jun Zhang3 citations
  68. Kermut: Composite kernel regression for protein variant effects ↗Peter Mørch Groth, Mads Herbert Kerrn, Lars Olsen et al.3 citations
  69. Key-Grid: Unsupervised 3D Keypoints Detection using Grid Heatmap Features ↗Chengkai Hou, Zhengrong Xue, Bingyang Zhou et al.3 citations
  70. Knowledge Composition using Task Vectors with Learned Anisotropic Scaling ↗Frederic Z. Zhang, Paul S. Albert, Cristian Rodríguez-Opazo et al.3 citations
  71. Knowledge-Empowered Dynamic Graph Network for Irregularly Sampled Medical Time Series ↗Yicheng Luo, Zhen Liu, Linghao Wang et al.3 citations
  72. LESS: Label-Efficient and Single-Stage Referring 3D Segmentation ↗Jinlong Li, Xiaoxu Xu, Jinlong Li et al.3 citations
  73. LFME: A Simple Framework for Learning from Multiple Experts in Domain Generalization ↗Liang Chen, Yong Zhang, Yibing Song et al.3 citations
  74. LIVE: Learnable In-Context Vector for Visual Question Answering ↗Yingzhe Peng, Chenduo Hao, Xinting Hu et al.3 citations
  75. LM-HT SNN: Enhancing the Performance of SNN to ANN Counterpart through Learnable Multi-hierarchical Threshold Model ↗Zecheng Hao, Xinyu Shi, Yujia Liu et al.3 citations
  76. LRM-Zero: Training Large Reconstruction Models with Synthesized Data ↗Desai Xie, Sai Bi, Zhixin Shu et al.3 citations
  77. LSH-MoE: Communication-efficient MoE Training via Locality-Sensitive Hashing ↗Xiaonan Nie, Qibin Liu, Fangcheng Fu et al.3 citations
  78. LVD-2M: A Long-take Video Dataset with Temporally Dense Captions ↗Tianwei Xiong, Yuqing Wang, Daquan Zhou et al.3 citations
  79. LaSe-E2V: Towards Language-guided Semantic-aware Event-to-Video Reconstruction ↗Kanghao Chen, Hangyu Li, Jiazhou Zhou et al.3 citations
  80. Language Generation in the Limit ↗Jon M. Kleinberg, Sendhil Mullainathan3 citations
  81. Latent Diffusion for Neural Spiking Data ↗Jaivardhan Kapoor, Auguste Schulz, Julius Vetter et al.3 citations
  82. Learning Linear Causal Representations from General Environments: Identifiability and Intrinsic Ambiguity ↗Jikai Jin, Vasilis Syrgkanis3 citations
  83. Learning Low-Rank Feature for Thorax Disease Classification ↗Yancheng Wang, Rajeev K. Goel, Utkarsh Nath et al.3 citations
  84. Learning Optimal Lattice Vector Quantizers for End-to-end Neural Image Compression ↗Xi Zhang, Xiaolin Wu3 citations
  85. Learning an Actionable Discrete Diffusion Policy via Large-Scale Actionless Video Pre-Training ↗Haoran He, Chenjia Bai, Ling Pan et al.3 citations
  86. Learning from Noisy Labels via Conditional Distributionally Robust Optimization ↗Hui Yong Guo, Grace Y. Yi, Boyu Wang3 citations
  87. Learning to Cooperate with Humans using Generative Agents ↗Yancheng Liang, Daphne Chen, Abhishek Gupta et al.3 citations
  88. Learning-Augmented Algorithms with Explicit Predictors ↗Marek Eliáš, Haim Y. Kaplan, Yishay Mansour et al.3 citations
  89. Leveraging Visual Tokens for Extended Text Contexts in Multi-Modal Learning ↗Alex Jinpeng Wang, Linjie Li, Yiqi Lin et al.3 citations
  90. LibMOON: A Gradient-based MultiObjective OptimizatioN Library in PyTorch ↗Xiaoyuan Zhang, Liang Zhao, Yingying Yu et al.3 citations
  91. LinNet: Linear Network for Efficient Point Cloud Representation Learning ↗Hao Deng, Kunlei Jing, Shengmei Cheng et al.3 citations
  92. Local Superior Soups: A Catalyst for Model Merging in Cross-Silo Federated Learning ↗Minghui Chen, Meirui Jiang, Xin Zhang et al.3 citations
  93. Loss Landscape Characterization of Neural Networks without Over-Parametrization ↗Rustem Islamov, Niccolò Ajroldi, Antonio Orvieto et al.3 citations
  94. Low Precision Local Training is Enough for Federated Learning ↗Zhongming Jin, Yiqiu Li, Binbin Lin et al.3 citations
  95. Low-Rank Optimal Transport through Factor Relaxation with Latent Coupling ↗Peter Halmos, Xinhao Liu, Julian Gold et al.3 citations
  96. MAC Advice for facility location mechanism design ↗Z Barak, Anupam Gupta, Inbal Talgam-Cohen3 citations
  97. MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models ↗Zichun Yu, Spandan Das, Chenyan Xiong3 citations
  98. MKGL: Mastery of a Three-Word Language ↗Lingbing Guo, Zhongpu Bo, Zhuo Chen et al.3 citations
  99. MMM-RS: A Multi-modal, Multi-GSD, Multi-scene Remote Sensing Dataset and Benchmark for Text-to-Image Generation ↗Jialin Luo, Yuanzhi Wang, Ziqi Gu et al.3 citations
  100. MOTIVE: A Drug-Target Interaction Graph For Inductive Link Prediction ↗John Arévalo, Ellen Su, Anne E. Carpenter et al.3 citations

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