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NeurIPS 2024: all accepted papers

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

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  1. Motion Forecasting in Continuous Driving ↗Nan Song, Bozhou Zhang, Xiatian Zhu et al.17 citations
  2. Neural Gaffer: Relighting Any Object via Diffusion ↗Haian Jin, Yuan Li, Fujun Luan et al.17 citations
  3. PGN: The RNN's New Successor is Effective for Long-Range Time Series Forecasting ↗Yuxin Jia, Youfang Lin, Jing Yu et al.17 citations
  4. RGFN: Synthesizable Molecular Generation Using GFlowNets ↗Michał Koziarski, Andrei Rekesh, Dmytro Shevchuk et al.17 citations
  5. Rethinking the Diffusion Models for Missing Data Imputation: A Gradient Flow Perspective ↗Zhichao Chen, Haoxuan Li, Fangyikang Wang et al.17 citations
  6. SARAD: Spatial Association-Aware Anomaly Detection and Diagnosis for Multivariate Time Series ↗Zhihao Dai, Ligang He, Shuang‐Hua Yang et al.17 citations
  7. SWT-Bench: Testing and Validating Real-World Bug-Fixes with Code Agents ↗Niels Mündler, Mark Niklas Müller, Jingxuan He et al.17 citations
  8. Secret Collusion among AI Agents: Multi-Agent Deception via Steganography ↗Sumeet Motwani, Mikhail Baranchuk, Martin Strohmeier et al.17 citations
  9. VastTrack: Vast Category Visual Object Tracking ↗Liang Peng, Junyuan Gao, Xinran Liu et al.17 citations
  10. Advancing Video Anomaly Detection: A Concise Review and a New Dataset ↗Liyun Zhu, Lei Wang, Arjun Raj et al.16 citations
  11. BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack ↗Yuri Kuratov, Aydar Bulatov, Petr Anokhin et al.16 citations
  12. Bridge the Points: Graph-based Few-shot Segment Anything Semantically ↗Anqi Zhang, Guangyu Gao, Jianbo Jiao et al.16 citations
  13. Confusion-Resistant Federated Learning via Diffusion-Based Data Harmonization on Non-IID Data ↗Xiaohong Chen, Canran Xiao, Yongmei Liu16 citations
  14. Convergence Analysis of Split Federated Learning on Heterogeneous Data ↗Pengchao Han, Chao Huang, Tian Geng et al.16 citations
  15. DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive Learning ↗Xun Guo, Shan Zhang, Yongxin He et al.16 citations
  16. DreamScene4D: Dynamic Multi-Object Scene Generation from Monocular Videos ↗Wen-Hsuan Chu, Lei Ke, Katerina Fragkiadaki16 citations
  17. EZ-HOI: VLM Adaptation via Guided Prompt Learning for Zero-Shot HOI Detection ↗Qinqian Lei, Bo Wang, Robby T. Tan16 citations
  18. FIFO-Diffusion: Generating Infinite Videos from Text without Training ↗Ji‐Hwan Kim, Junoh Kang, Jin-Young Choi et al.16 citations
  19. FedGMKD: An Efficient Prototype Federated Learning Framework through Knowledge Distillation and Discrepancy-Aware Aggregation ↗Jianqiao Zhang, Caifeng Shan, Jianqiao Zhang16 citations
  20. Grasp as You Say: Language-guided Dexterous Grasp Generation ↗Yi-Lin Wei, Jian-Jian Jiang, Chengyi Xing et al.16 citations
  21. HAWK: Learning to Understand Open-World Video Anomalies ↗Jiaqi Tang, Hao Lu, Ruizheng Wu et al.16 citations
  22. How Do Large Language Models Acquire Factual Knowledge During Pretraining? ↗Du-Seong Chang, Jinho Park, Seonghyeon Ye et al.16 citations
  23. InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD ↗Xiaoyi Dong, Pan Zhang, Yuhang Zang et al.16 citations
  24. LLM Dataset Inference: Did you train on my dataset? ↗Pratyush Maini, Hengrui Jia, Nicolas Papernot et al.16 citations
  25. Long-range Brain Graph Transformer ↗Shuo Yu, Shan Jin, Ming Li et al.16 citations
  26. MedCalc-Bench: Evaluating Large Language Models for Medical Calculations ↗Nikhil Khandekar, Qiao Jin, Guangzhi Xiong et al.16 citations
  27. Mercury: A Code Efficiency Benchmark for Code Large Language Models ↗Mingzhe Du, Luu Anh Tuan, Bin Ji et al.16 citations
  28. Neural Signed Distance Function Inference through Splatting 3D Gaussians Pulled on Zero-Level Set ↗Zhizhong Han, Yu-Shen Liu, Zhizhong Han16 citations
  29. On the Effects of Data Scale on UI Control Agents ↗Wei Li, William E. Bishop, Alice Li et al.16 citations
  30. Provably Robust Score-Based Diffusion Posterior Sampling for Plug-and-Play Image Reconstruction ↗Xingyu Xu, Yuejie Chi16 citations
  31. Retrieval-Augmented Diffusion Models for Time Series Forecasting ↗Jingwei Liu, Ling Yang, Jingwei Liu et al.16 citations
  32. RouterDC: Query-Based Router by Dual Contrastive Learning for Assembling Large Language Models ↗Shuhao Chen, Weisen Jiang, Baijiong Lin et al.16 citations
  33. SCOREQ: Speech Quality Assessment with Contrastive Regression ↗Alessandro Ragano, Jan Skoglund, Andrew Hines16 citations
  34. SMART: Scalable Multi-agent Real-time Motion Generation via Next-token Prediction ↗Wei Wu, Xiaoxin Feng, Ziyan Gao et al.16 citations
  35. SyncVIS: Synchronized Video Instance Segmentation ↗Rongkun Zheng, Lu Qi, Xi Chen et al.16 citations
  36. TaskBench: Benchmarking Large Language Models for Task Automation ↗Yongliang Shen, Kaitao Song, Xu Tan et al.16 citations
  37. VHELM: A Holistic Evaluation of Vision Language Models ↗Tong Lee, Haoqin Tu, Chi Heem Wong et al.16 citations
  38. Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents ↗Wenkai Yang, Xiaohan Bi, Yankai Lin et al.16 citations
  39. Why are Visually-Grounded Language Models Bad at Image Classification? ↗Yuhui Zhang, Alyssa Unell, Xiaohan Wang et al.16 citations
  40. Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare ↗Hanwei Zhu, Haoning Wu, Yixuan Li et al.15 citations
  41. Adaptive Proximal Gradient Method for Convex Optimization ↗Yura Malitsky, Konstantin Mishchenko15 citations
  42. Benchmarking LLMs via Uncertainty Quantification ↗Fanghua Ye, Mingming Yang, Jianhui Pang et al.15 citations
  43. Benchmarking Uncertainty Disentanglement: Specialized Uncertainties for Specialized Tasks ↗Bálint Mucsányi, Michael Kirchhof, Seung‐June Oh15 citations
  44. Bridging the Divide: Reconsidering Softmax and Linear Attention ↗Dongchen Han, Yifan Pu, Zhuofan Xia et al.15 citations
  45. CARE: a Benchmark Suite for the Classification and Retrieval of Enzymes ↗Jason Yang, Ariane Mora, Shengchao Liu et al.15 citations
  46. Chain of Thoughtlessness? An Analysis of CoT in Planning ↗Kaya Stechly, Karthik Valmeekam, Subbarao Kambhampati B15 citations
  47. Construction and Application of Materials Knowledge Graph in Multidisciplinary Materials Science via Large Language Model ↗Yanpeng Ye, Jie Ren, Shaozhou Wang et al.15 citations
  48. ContextCite: Attributing Model Generation to Context ↗Benjamin Cohen-Wang, Harshay Shah, Kristian Georgiev et al.15 citations
  49. Cross-Modality Perturbation Synergy Attack for Person Re-identification ↗Yunpeng Gong, Zhun Zhong, Yansong Qu et al.15 citations
  50. DPIC: Decoupling Prompt and Intrinsic Characteristics for LLM Generated Text Detection ↗Xiao Fen Yu, Yuang Qi, Kejiang Chen et al.15 citations
  51. Depth Anywhere: Enhancing 360 Monocular Depth Estimation via Perspective Distillation and Unlabeled Data Augmentation ↗Ning-Hsu Wang, Yu-Lun Liu15 citations
  52. Diffusion Models are Certifiably Robust Classifiers ↗Huanran Chen, Yinpeng Dong, Shitong Shao et al.15 citations
  53. Dynamic 3D Gaussian Fields for Urban Areas ↗Tobias Fischer, Jonas Kulhanek, Samuel Rota Bulò et al.15 citations
  54. EEG2Video: Towards Decoding Dynamic Visual Perception from EEG Signals ↗Xuan-Hao Liu, Xuan-Hao Liu, Yansen Wang et al.15 citations
  55. EMR-Merging: Tuning-Free High-Performance Model Merging ↗Chenyu Huang, Peng Ye, Tao Chen et al.15 citations
  56. Event-3DGS: Event-based 3D Reconstruction Using 3D Gaussian Splatting ↗Hanqian Han, Xiangyang Ji, Henglu Wei et al.15 citations
  57. FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model ↗Xiaobao Wu, Thong Nguyen, Delvin Zhang et al.15 citations
  58. FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language Models ↗Rui Ye, Rui Ge, Xinyu Zhu et al.15 citations
  59. FlowLLM: Flow Matching for Material Generation with Large Language Models as Base Distributions ↗Anuroop Sriram, Benjamin Miller, Ricky Chen et al.15 citations
  60. Harmony4D: A Video Dataset for In-The-Wild Close Human Interactions ↗Rawal Khirodkar, Jyun-Ting Song, Jinkun Cao et al.15 citations
  61. Humanoid Locomotion as Next Token Prediction ↗Ilija Radosavovic, Bike Zhang, Baifeng Shi et al.15 citations
  62. Interpretable Image Classification with Adaptive Prototype-based Vision Transformers ↗Chiyu Ma, Jon P. Donnelly, Wenjun Liu et al.15 citations
  63. Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching ↗Xinyin Ma, Gongfan Fang, Xinyin Ma et al.15 citations
  64. MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding ↗Xinyu Fang, Kangrui Mao, Haodong Duan et al.15 citations
  65. MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models ↗Gongfan Fang, Hongxu Yin, Saurav Muralidharan et al.15 citations
  66. Multi-modal Situated Reasoning in 3D Scenes ↗Xiongkun Linghu, Siyuan Huang, Xuesong Niu et al.15 citations
  67. NVRC: Neural Video Representation Compression ↗Ho Man Kwan, Ge Gao, Fan Zhang et al.15 citations
  68. NYU CTF Bench: A Scalable Open-Source Benchmark Dataset for Evaluating LLMs in Offensive Security ↗Minghao Shao, Sofija Jancheska, Meet Udeshi et al.15 citations
  69. PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action ↗Yijia Shao, Yanchen Liu, Weiyan Shi et al.15 citations
  70. Reducing Transformer Key-Value Cache Size with Cross-Layer Attention ↗William Brandon, Mayank Mishra, Aniruddha Nrusimha et al.15 citations
  71. Revisiting Few-Shot Object Detection with Vision-Language Models ↗Anish Madan, Neehar Peri, Shu Kong et al.15 citations
  72. Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks ↗Andy Zhou, Bo Li, Haohan Wang15 citations
  73. SELF-DISCOVER: Large Language Models Self-Compose Reasoning Structures ↗Pei Zhou, Jay Pujara, Xiang Ren et al.15 citations
  74. Scaling Proprioceptive-Visual Learning with Heterogeneous Pre-trained Transformers ↗Lirui Wang, Xinlei Chen, Jialiang Zhao et al.15 citations
  75. Scaling the Codebook Size of VQ-GAN to 100,000 with a Utilization Rate of 99% ↗Lei Zhu, Fangyun Wei, Yanye Lu et al.15 citations
  76. SemCoder: Training Code Language Models with Comprehensive Semantics Reasoning ↗Yangruibo Ding, Jinjun Peng, Marcus J. Min et al.15 citations
  77. SlimGPT: Layer-wise Structured Pruning for Large Language Models ↗Ling Gui, Ziyang Wang, Yuliang Yan et al.15 citations
  78. Structure Consistent Gaussian Splatting with Matching Prior for Few-shot Novel View Synthesis ↗Rui Peng, Wangze Xu, Luyang Tang et al.15 citations
  79. The Challenges of the Nonlinear Regime for Physics-Informed Neural Networks ↗Andrea Bonfanti, Giuseppe Bruno, Cristina Cipriani15 citations
  80. Toward Efficient Inference for Mixture of Experts ↗Haiyang Huang, Newsha Ardalani, Anna Sun et al.15 citations
  81. Transcoders find interpretable LLM feature circuits ↗Jacob Dunefsky, Philippe Chlenski, Neel Nanda15 citations
  82. Understanding the Limits of Vision Language Models Through the Lens of the Binding Problem ↗Declan I. Campbell, Sunayana Rane, Tyler Giallanza et al.15 citations
  83. WebUOT-1M: Advancing Deep Underwater Object Tracking with A Million-Scale Benchmark ↗Chunhui Zhang, Li Liu, Guanjie Huang et al.15 citations
  84. Wild-GS: Real-Time Novel View Synthesis from Unconstrained Photo Collections ↗Jiacong Xu, Yiqun Mei, Vishal Patel15 citations
  85. AdaptiveISP: Learning an Adaptive Image Signal Processor for Object Detection ↗Yujin Wang, Tianyi Xu, Fan Zhang et al.14 citations
  86. Algorithmic progress in language models ↗Anson Ho, Tamay Besiroglu, Ege Erdil et al.14 citations
  87. AlphaMath Almost Zero: Process Supervision without ProcessChen Guoxin, Minpeng Liao, Chengxi Li et al.14 citations · our summary
  88. BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and LanguagesJunho Myung, Nayeon Lee, Yi Zhou et al.14 citations · our summary
  89. Continuously Learning, Adapting, and Improving: A Dual-Process Approach to Autonomous Driving ↗Jianbiao Mei, Yukai Ma, Xuemeng Yang et al.14 citations
  90. CulturePark: Boosting Cross-cultural Understanding in Large Language Models ↗Cheng Li, Damien Teney, Jindong Wang et al.14 citations
  91. Customized Subgraph Selection and Encoding for Drug-drug Interaction Prediction ↗Haotong Du, Quanming Yao, Juzheng Zhang et al.14 citations
  92. DetectRL: Benchmarking LLM-Generated Text Detection in Real-World Scenarios ↗Junchao Wu, Runzhe Zhan, Derek Wong et al.14 citations
  93. EffiBench: Benchmarking the Efficiency of Automatically Generated Code ↗Dong Huang, Yuhao Qing, Weiyi Shang et al.14 citations
  94. Estimating the Hallucination Rate of Generative AI ↗Andrew Jesson, Nicolas Beltran-Velez, Quentin Chu et al.14 citations
  95. FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event Detection ↗Austin Coursey, Junyi Ji, Marcos Quiñones-Grueiro et al.14 citations
  96. Graph Diffusion Transformers for Multi-Conditional Molecular Generation ↗Gang Liu, Jiaxin Xu, Tengfei Luo et al.14 citations
  97. IMDL-BenCo: A Comprehensive Benchmark and Codebase for Image Manipulation Detection & Localization ↗Xiaochen Ma, Xuekang Zhu, Lei Su et al.14 citations
  98. Kuro Siwo: 33 billion m² under the water. A global multi-temporal satellite dataset for rapid flood mapping ↗Nikolaos Ioannis Bountos, Maria Sdraka, Angelos Zavras et al.14 citations
  99. Large Language Models Play StarCraft II:Benchmarks and A Chain of Summarization Approach ↗Weiyu Ma, Weiyu Ma, Yongcheng Zeng et al.14 citations
  100. Large Pre-trained time series models for cross-domain Time series analysis tasks ↗Harshavardhan Kamarthi, B. Aditya Prakash14 citations

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