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NeurIPS 2024: all accepted papers

4,494 papers · page 10 of 45 · the most cited first · ← NeurIPS 2024

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  1. Diffusion Model with Cross Attention as an Inductive Bias for Disentanglement ↗Tao Yang, Cuiling Lan, Yan Lü et al.7 citations
  2. DiffusionBlend: Learning 3D Image Prior through Position-aware Diffusion Score Blending for 3D Computed Tomography Reconstruction ↗Bowen Song, Jason Hu, Zhaoxu Luo et al.7 citations
  3. DiscoveryWorld: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents ↗Peter A. Jansen, Marc-Alexandre Côté, Tushar Khot et al.7 citations
  4. Dual Encoder GAN Inversion for High-Fidelity 3D Head Reconstruction from Single Images ↗Bahri Batuhan Bilecen, Ahmet Berke Gokmen, Ayşegül Dündar7 citations
  5. E.T. Bench: Towards Open-Ended Event-Level Video-Language Understanding ↗Ye Liu, Zongyang Ma, Zongyang Ma et al.7 citations
  6. EMGBench: Benchmarking Out-of-Distribution Generalization and Adaptation for Electromyography ↗Jehan Yang, Maxwell Soh, Vivianna Lieu et al.7 citations
  7. Efficient Temporal Action Segmentation via Boundary-aware Query Voting ↗Peiyao Wang, Yuewei Lin, Erik Blasch et al.7 citations
  8. ElasTST: Towards Robust Varied-Horizon Forecasting with Elastic Time-Series Transformer ↗Jiawen Zhang, Shun Zheng, Xumeng Wen et al.7 citations
  9. Enhancing Large Vision Language Models with Self-Training on Image Comprehension ↗Yihe Deng, Pan Lu, Fan Yin et al.7 citations
  10. Enhancing Zero-Shot Vision Models by Label-Free Prompt Distribution Learning and Bias Correcting ↗Xingyu Zhu, Beier Zhu, Yi Tan et al.7 citations
  11. Enhancing vision-language models for medical imaging: bridging the 3D gap with innovative slice selection ↗Yuli Wang, Jian Peng, Yuwei Dai et al.7 citations
  12. Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement Learning ↗Ruoqi Zhang, Ziwei Luo, Jens Sjölund et al.7 citations
  13. Evaluating Large Vision-and-Language Models on Children's Mathematical Olympiads ↗Anoop Cherian, Kuan–Chuan Peng, Suhas Lohit et al.7 citations
  14. FewViewGS: Gaussian Splatting with Few View Matching and Multi-stage Training ↗Ruihong Yin, Vladimir Yugay, Yue Li et al.7 citations
  15. Finding Transformer Circuits With Edge Pruning ↗Adithya Bhaskar, Alexander Wettig, Dan Friedman et al.7 citations
  16. FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion ↗Zhenheng Tang, Yonggang Zhang, Peijie Dong et al.7 citations
  17. GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning ↗Jaewoo Lee, Sujin Yun, Taeyoung Yun et al.7 citations
  18. General Detection-based Text Line Recognition ↗Raphaël Baena, Syrine Kalleli, Mathieu Aubry7 citations
  19. HOI-Swap: Swapping Objects in Videos with Hand-Object Interaction Awareness ↗Zihui Xue, Mi Luo, Changan Chen et al.7 citations
  20. Heavy-Tailed Class Imbalance and Why Adam Outperforms Gradient Descent on Language Models ↗Frederik Künstner, Alan Milligan, Robin Yadav et al.7 citations
  21. HelpSteer 2: Open-source dataset for training top-performing reward models ↗Zhilin Wang, Yi Dong, Olivier Delalleau et al.7 citations
  22. HiCoM: Hierarchical Coherent Motion for Dynamic Streamable Scenes with 3D Gaussian Splatting ↗Qiankun Gao, Jiarui Meng, Chengxiang Wen et al.7 citations
  23. Human-Object Interaction Detection Collaborated with Large Relation-driven Diffusion Models ↗Liulei Li, Wenguan Wang, Yi Ping Yang7 citations
  24. HumanVid: Demystifying Training Data for Camera-controllable Human Image Animation ↗Zhenzhi Wang, Yixuan Li, Youqing Fang et al.7 citations
  25. IQA-EVAL: Automatic Evaluation of Human-Model Interactive Question Answering ↗Ruosen Li, Ruochen Li, Barry Wang et al.7 citations
  26. Identity Decoupling for Multi-Subject Personalization of Text-to-Image Models ↗Sung Ju Hwang, Jaehyeong Jo, Kimin Lee et al.7 citations
  27. ImageNet3D: Towards General-Purpose Object-Level 3D Understanding ↗Wufei Ma, Guo‐Feng Zhang, Yaoyao Liu et al.7 citations
  28. Infinite Limits of Multi-head Transformer Dynamics ↗Blake Bordelon, Hamza Tahir Chaudhry, Cengiz Pehlevan7 citations
  29. InfoRM: Mitigating Reward Hacking in RLHF via Information-Theoretic Reward Modeling ↗Yuchun Miao, Sen Zhang, Liang Ding et al.7 citations
  30. Introducing Spectral Attention for Long-Range Dependency in Time Series Forecasting ↗Bong Kang, Dongjun Lee, HyunGi Kim et al.7 citations
  31. KV Cache is 1 Bit Per Channel: Efficient Large Language Model Inference with Coupled Quantization ↗Tianyi Zhang, Jonah Yi, Zhaozhuo Xu et al.7 citations
  32. Langevin Unlearning: A New Perspective of Noisy Gradient Descent for Machine Unlearning ↗Ziang Chen, Haoyu Wang, Ziang Chen et al.7 citations
  33. Large language model validity via enhanced conformal prediction methods ↗John J. Cherian, Isaac Gibbs, Emmanuel J. Candès7 citations
  34. Learnability Matters: Active Learning for Video Captioning ↗Yiqian Zhang, Buyu Liu, Jun Bao et al.7 citations
  35. Long-Horizon Planning for Multi-Agent Robots in Partially Observable Environments ↗Siddharth Nayak, Adelmo Morrison Orozco, Marina Ten Have et al.7 citations
  36. MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens ↗Anas Awadalla, Le Xue, Oscar Lo et al.7 citations
  37. MM-WLAuslan: Multi-View Multi-Modal Word-Level Australian Sign Language Recognition Dataset ↗Xin Shen, Heming Du, Hongwei Sheng et al.7 citations
  38. MMDU: A Multi-Turn Multi-Image Dialog Understanding Benchmark and Instruction-Tuning Dataset for LVLMs ↗Ziyu Liu, Tao Chu, Yuhang Zang et al.7 citations
  39. MR-Ben: A Meta-Reasoning Benchmark for Evaluating System-2 Thinking in LLMs ↗Zhongshen Zeng, Yinhong Liu, Yingjia Wan et al.7 citations
  40. MUVERA: Multi-Vector Retrieval via Fixed Dimensional Encoding ↗Laxman Dhulipala, Majid Hadian, Rajesh Jayaram et al.7 citations
  41. MeshFormer : High-Quality Mesh Generation with 3D-Guided Reconstruction Model ↗Minghua Liu, Chong Yu Zeng, Xinyue Wei et al.7 citations
  42. Mixture of Nested Experts: Adaptive Processing of Visual Tokens ↗Gagan Jain, Nidhi Hegde, Aditya Kusupati et al.7 citations
  43. Multi-Scale Representation Learning for Protein Fitness Prediction ↗Zuobai Zhang, Pascal Notin, Yining Huang et al.7 citations
  44. Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization ↗James P. Oldfield, Markos Georgopoulos, Grigorios G. Chrysos et al.7 citations
  45. NaturalBench: Evaluating Vision-Language Models on Natural Adversarial Samples ↗Baiqi Li, Zhiqiu Lin, Wenxuan Peng et al.7 citations
  46. Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and Metrics ↗Lukas Klein, Carsten T. Lüth, Udo Schlegel et al.7 citations
  47. No Free Lunch in LLM Watermarking: Trade-offs in Watermarking Design Choices ↗Qi Pang, Shengyuan Hu, Wenting Zheng et al.7 citations
  48. Not All Tokens Are What You Need for Pretraining ↗Zhenghao Lin, Zhibin Gou, Yeyun Gong et al.7 citations
  49. OnlineTAS: An Online Baseline for Temporal Action Segmentation ↗Qing Zhong, Guodong Ding, Angela Yao7 citations
  50. Optimal Algorithms for Online Convex Optimization with Adversarial Constraints ↗Abhishek Sinha, Rahul Vaze7 citations
  51. PUZZLES: A Benchmark for Neural Algorithmic Reasoning ↗Benjamin Estermann, Luca A. Lanzendörfer, Yannick Niedermayr et al.7 citations
  52. PageRank Bandits for Link Prediction ↗Yikun Ban, Jiaru Zou, Zihao Li et al.7 citations
  53. Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Forecasting ↗Jinliang Deng, Feiyang Ye, Du Yin et al.7 citations
  54. PediatricsGPT: Large Language Models as Chinese Medical Assistants for Pediatric Applications ↗Dingkang Yang, Jinjie Wei, Dongling Xiao et al.7 citations
  55. Pretrained Optimization Model for Zero-Shot Black Box Optimization ↗Xiaobin Li, Kai Wu, Jing Liu et al.7 citations
  56. Pretraining Codomain Attention Neural Operators for Solving Multiphysics PDEs ↗Ashiqur Rahman, Robert George, Mogab Elleithy et al.7 citations
  57. Pricing and Competition for Generative AI ↗Rafid Mahmood7 citations
  58. RETR: Multi-View Radar Detection Transformer for Indoor Perception ↗Ryoma Yataka, Adriano Cardace, Pu Perry Wang et al.7 citations
  59. RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models ↗Zhuoran Jin, Pengfei Cao, Chenhao Wang et al.7 citations
  60. ReVideo: Remake a Video with Motion and Content Control ↗Chong Mou, Mingdeng Cao, Xintao Wang et al.7 citations
  61. ReactZyme: A Benchmark for Enzyme-Reaction Prediction ↗Chenqing Hua, Bozitao Zhong, Sitao Luan et al.7 citations
  62. Return of Unconditional Generation: A Self-supervised Representation Generation Method ↗Tianhong Li, Dina Katabi, Kaiming He7 citations
  63. SCaR: Refining Skill Chaining for Long-Horizon Robotic Manipulation via Dual Regularization ↗Zixuan Chen, Ze Ji, Jing Huo et al.7 citations
  64. Self-Labeling the Job Shop Scheduling Problem ↗Andrea Corsini, Angelo Porrello, Simone Calderara et al.7 citations
  65. Semantic Density: Uncertainty Quantification for Large Language Models through Confidence Measurement in Semantic Space ↗Xin Qiu, Risto P Miikkulainen7 citations
  66. Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models ↗Yilun Jin, Zheng Li, Chenwei Zhang et al.7 citations
  67. Single Image Reflection Separation via Dual-Stream Interactive Transformers ↗Qiming Hu, Hainuo Wang, Xiaojie Guo7 citations
  68. Skinned Motion Retargeting with Dense Geometric Interaction Perception ↗Zijie Ye, Jiawei Liu, Jia Jia et al.7 citations
  69. Slight Corruption in Pre-training Data Makes Better Diffusion Models ↗Hao Chen, Yujin Han, Diganta Misra et al.7 citations
  70. Soft Prompt Threats: Attacking Safety Alignment and Unlearning in Open-Source LLMs through the Embedding Space ↗Leo Schwinn, David Dobre, Sophie Xhonneux et al.7 citations
  71. Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows? ↗Ruisheng Cao, Fangyu Lei, Haoyuan Wu et al.7 citations
  72. SpikeReveal: Unlocking Temporal Sequences from Real Blurry Inputs with Spike Streams ↗Kang Chen, Shiyan Chen, Jiyuan Zhang et al.7 citations
  73. StreamFlow: Streamlined Multi-Frame Optical Flow Estimation for Video Sequences ↗Shangkun Sun, Jiaming Liu, Thomas H. Li et al.7 citations
  74. Stylus: Automatic Adapter Selection for Diffusion Models ↗Michael Luo, Justin Wong, Brandon Trabucco et al.7 citations
  75. SuperVLAD: Compact and Robust Image Descriptors for Visual Place Recognition ↗Feng Lu, Xinyao Zhang, Canming Ye et al.7 citations
  76. Swift Sampler: Efficient Learning of Sampler by 10 Parameters ↗Jiawei Yao, Chuming Li, Canran Xiao7 citations
  77. SyncTweedies: A General Generative Framework Based on Synchronized Diffusions ↗Jaihoon Kim, Juil Koo, Kyeongmin Yeo et al.7 citations
  78. TAPVid-3D: A Benchmark for Tracking Any Point in 3D ↗Skanda Koppula, Ignacio Rocco, Yi Yang et al.7 citations
  79. The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better ↗Scott Geng, Cheng-Yu Hsieh, Vivek Ramanujan et al.7 citations
  80. TopoLogic: An Interpretable Pipeline for Lane Topology Reasoning on Driving Scenes ↗Yanping Fu, Wenbin Liao, Xinyuan Liu et al.7 citations
  81. Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing ↗Ye Zhuang Tian, Baolin Peng, Linfeng Song et al.7 citations
  82. Towards Comprehensive Detection of Chinese Harmful Memes ↗Junyu Lu, Junyu Lu, Xiaokun Zhang et al.7 citations
  83. Towards General Loop Invariant Generation: A Benchmark of Programs with Memory Manipulation ↗Chang Liu, Xiwei Wu, Yuan Feng et al.7 citations
  84. Transfer Learning for Diffusion Models ↗Yidong Ouyang, Liyan Xie, Hongyuan Zha et al.7 citations
  85. Transformers Can Do Arithmetic with the Right Embeddings ↗Sean McLeish, Arpit Bansal, Alex Stein et al.7 citations
  86. TripletCLIP: Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives ↗Maitreya Patel, Abhiram Kusumba, Sheng Shung Cheng et al.7 citations
  87. Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging ↗Zhenyi Lu, Chenghao Fan, Wei Wei et al.7 citations
  88. UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models ↗Yihua Zhang, Chongyu Fan, Yimeng Zhang et al.7 citations
  89. Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback ↗Hamish Ivison, Yizhong Wang, Jiacheng Liu et al.7 citations
  90. Utilizing Human Behavior Modeling to Manipulate Explanations in AI-Assisted Decision Making: The Good, the Bad, and the Scary ↗Zhuoyan Li, Ming Yin7 citations
  91. VLMimic: Vision Language Models are Visual Imitation Learner for Fine-grained Actions ↗Guangyan Chen, Meiling Wang, Te Cui et al.7 citations
  92. Video Diffusion Models are Training-free Motion Interpreter and Controller ↗Zeqi Xiao, Yifan Zhou, Shuai Yang et al.7 citations
  93. VideoTetris: Towards Compositional Text-to-Video Generation ↗Ye Tian, Ling Yang, Haotian Yang et al.7 citations
  94. Vript: A Video Is Worth Thousands of Words ↗Dongjie Yang, Suyuan Huang, Chengqiang Lu et al.7 citations
  95. Watermarking Makes Language Models Radioactive ↗Tom Sander, Pierre Fernandez, Alain Durmus et al.7 citations
  96. When LLM Meets DRL: Advancing Jailbreaking Efficiency via DRL-guided Search ↗Xuan Chen, Yuzhou Nie, Wenbo Guo et al.7 citations
  97. Your contrastive learning problem is secretly a distribution alignment problem ↗Z.X. Chen, Chi-Heng Lin, Ran Liu et al.7 citations
  98. Zero-Shot Scene Reconstruction from Single Images with Deep Prior Assembly ↗Junsheng Zhou, Yu-Shen Liu, Zhizhong Han7 citations
  99. Zero-shot Generalizable Incremental Learning for Vision-Language Object Detection ↗Jieren Deng, Haojian Zhang, Kun Ding et al.7 citations
  100. 2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution ↗Kai Liu, Haotong Qin, Yong Guo et al.6 citations

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