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NeurIPS 2024: all accepted papers

4,494 papers · page 3 of 45 · the most cited first · ← NeurIPS 2024

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  1. VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models ↗Wenhao Wang, Yi Ping Yang23 citations
  2. VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks ↗Jiannan Wu, Muyan Zhong, Sen Xing et al.23 citations
  3. AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents ↗Chang Ma, Junlei Zhang, Zhihao Zhu et al.22 citations
  4. Binocular-Guided 3D Gaussian Splatting with View Consistency for Sparse View Synthesis ↗Liang Han, Junsheng Zhou, Yu-Shen Liu et al.22 citations
  5. Classifier Clustering and Feature Alignment for Federated Learning under Distributed Concept Drift ↗Junbao Chen, Jingfeng Xue, Yong Wang et al.22 citations
  6. Estimating Epistemic and Aleatoric Uncertainty with a Single Model ↗Matthew Chan, María J. Molina, Christopher A. Metzler22 citations
  7. Lips Are Lying: Spotting the Temporal Inconsistency between Audio and Visual in Lip-Syncing DeepFakes ↗Weifeng Liu, Tianyi She, Jia-Wei Liu et al.22 citations
  8. Many-Shot In-Context LearningRishabh Agarwal, Avi Singh, Lei Zhang et al.22 citations · our summary
  9. OctreeOcc: Efficient and Multi-Granularity Occupancy Prediction Using Octree Queries ↗Yuhang Lu, Xinge Zhu, Tai Wang et al.22 citations
  10. Poseidon: Efficient Foundation Models for PDEs ↗Maximilian Herde, Bogdan Raonić, Tobias Rohner et al.22 citations
  11. UltraMedical: Building Specialized Generalists in Biomedicine ↗Kaiyan Zhang, Sihang Zeng, Ermo Hua et al.22 citations
  12. 4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities ↗Roman Bachmann, Oğuzhan Fatih Kar, David Mizrahi et al.21 citations
  13. Discrete Flow Matching ↗Itai Gat, Tal Remez, Neta Shaul et al.21 citations
  14. DrivAerNet++: A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks ↗Mohamed Elrefaie, Florin Morar, Angela Dai et al.21 citations
  15. Evaluating the World Model Implicit in a Generative Model ↗Keyon Vafa, Justin Y. Chen, Ashesh Rambachan et al.21 citations
  16. Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning Mamba ↗Haoye Dong, Aviral Chharia, Wenbo Gou et al.21 citations
  17. HumanSplat: Generalizable Single-Image Human Gaussian Splatting with Structure Priors ↗Zhen Fan, Zhuo Su, Chenguo Lin et al.21 citations
  18. RoboMamba: Efficient Vision-Language-Action Model for Robotic Reasoning and Manipulation ↗Jiaming Liu, Mengzhen Liu, Zhenyu Wang et al.21 citations
  19. Simplified and Generalized Masked Diffusion for Discrete Data ↗Jiaxin Shi, Kehang Han, Zhe Wang et al.21 citations
  20. The PRISM Alignment Dataset: What Participatory, Representative and Individualised Human Feedback Reveals About the Subjective and Multicultural Alignment of Large Language Models ↗Hannah Kirk, Alexander Whitefield, Paul Röttger et al.21 citations
  21. Zero-shot Image Editing with Reference Imitation ↗Mengting Chen, Yutong Feng, Mengting Chen et al.21 citations
  22. xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token ↗Xin Cheng, Xun Wang, Xingxing Zhang et al.21 citations
  23. Biomedical Visual Instruction Tuning with Clinician Preference Alignment ↗Hejie Cui, Lingjun Mao, Xin Liang et al.20 citations
  24. DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning ↗Hao Bai, Yifei Zhou, Mert Cemri et al.20 citations
  25. DreamMesh4D: Video-to-4D Generation with Sparse-Controlled Gaussian-Mesh Hybrid Representation ↗Zhiqi Li, Yiming Chen, Peidong Liu20 citations
  26. Efficient LLM Scheduling by Learning to Rank ↗Yichao Fu, Siqi Zhu, Runlong Su et al.20 citations
  27. Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making ↗Feifei Li, Shiyu Zhao, Qineng Wang et al.20 citations
  28. End-to-end Learnable Clustering for Intent Learning in Recommendation ↗Yue Liu, Shihao Zhu, Jun Xia et al.20 citations
  29. FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models ↗Ruinan Jin, Zikang Xu, Yuan Zhong et al.20 citations
  30. GenArtist: Multimodal LLM as an Agent for Unified Image Generation and Editing ↗Zhenyu Wang, Zhenguo Li, Zhenguo Li et al.20 citations
  31. HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection ↗Xuefeng Du, Chaowei Xiao, Yixuan Li20 citations
  32. Lorentz-Equivariant Geometric Algebra Transformers for High-Energy Physics ↗Jonas Spinner, Víctor Bresó-Pla, Pim De Haan et al.20 citations
  33. MVSplat360: Feed-Forward 360 Scene Synthesis from Sparse Views ↗Yuedong Chen, Chuanxia Zheng, Haofei Xu et al.20 citations
  34. Model-based Diffusion for Trajectory Optimization ↗Chaoyi Pan, Zeji Yi, Guanya Shi et al.20 citations
  35. Neural Localizer Fields for Continuous 3D Human Pose and Shape Estimation ↗István Sárándi, Gerard Pons‐Moll20 citations
  36. PowerGraph: A power grid benchmark dataset for graph neural networks ↗Anna Varbella, Kenza Amara, Blazhe Gjorgiev et al.20 citations
  37. QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space Model ↗Fei Xie, Weijia Zhang, Zhongdao Wang et al.20 citations
  38. Real-world Image Dehazing with Coherence-based Pseudo Labeling and Cooperative Unfolding Network ↗Chengyu Fang, Chunming He, Fengyang Xiao et al.20 citations
  39. SceneDiffuser: Efficient and Controllable Driving Simulation Initialization and Rollout ↗Chiyu Max Jiang, Yijing Bai, Andre Cornman et al.20 citations
  40. SocraticLM: Exploring Socratic Personalized Teaching with Large Language Models ↗Jiayu Liu, Zhenya Huang, Tong Xiao et al.20 citations
  41. TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy ↗Weichao Zhao, Hao Feng, Qi Liu et al.20 citations
  42. Text-DiFuse: An Interactive Multi-Modal Image Fusion Framework based on Text-modulated Diffusion Model ↗Hao Zhang, Lei Cao, Jaiyi Ma20 citations
  43. The Road Less Scheduled ↗Aaron Defazio, Xingyu Yang, Harsh Mehta et al.20 citations
  44. Unraveling Molecular Structure: A Multimodal Spectroscopic Dataset for Chemistry ↗Marvin Alberts, Oliver Tobias Schilter, Federico Zipoli et al.20 citations
  45. Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing ↗Hao Fei, Shengqiong Wu, Hanwang Zhang et al.20 citations
  46. Why Warmup the Learning Rate? Underlying Mechanisms and Improvements ↗Dayal Singh Kalra, Maissam Barkeshli20 citations
  47. Attack-Resilient Image Watermarking Using Stable Diffusion ↗Lijun Zhang, Xiao Liu, Antoni Virós Martin et al.19 citations
  48. Bridging Gaps: Federated Multi-View Clustering in Heterogeneous Hybrid Views ↗Xinyue Chen, Yazhou Ren, Xiaorong Pu et al.19 citations
  49. Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models ↗Ling Yang, Zhaochen Yu, Tianjun Zhang et al.19 citations
  50. ClashEval: Quantifying the tug-of-war between an LLM’s internal prior and external evidence ↗Kevin Wu, Eric Wu, James Zou19 citations
  51. Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias ↗Shan Chen, Jack Gallifant, Mingye Gao et al.19 citations
  52. DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution ↗Yang Yue, Yulin Wang, Bingyi Kang et al.19 citations
  53. DiffusionFake: Enhancing Generalization in Deepfake Detection via Guided Stable Diffusion ↗Ke Sun, Shen Chen, Taiping Yao et al.19 citations
  54. DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation ↗Yuang Ai, Xiaoqiang Zhou, Huaibo Huang et al.19 citations
  55. Empowering Visible-Infrared Person Re-Identification with Large Foundation Models ↗Zhangyi Hu, Bin Yang, Mang Ye19 citations
  56. Evaluation of Text-to-Video Generation Models: A Dynamics Perspective ↗Mingxiang Liao, Hannan Lu, Xinyu Zhang et al.19 citations
  57. Fourier-enhanced Implicit Neural Fusion Network for Multispectral and Hyperspectral Image Fusion ↗Yujie Liang, Zihan Cao, Shangqi Deng et al.19 citations
  58. GAIA: Rethinking Action Quality Assessment for AI-Generated Videos ↗Zijian Chen, Wei Sun, Yuan Tian et al.19 citations
  59. IaC-Eval: A Code Generation Benchmark for Cloud Infrastructure-as-Code Programs ↗Patrick Tser Jern Kon, Jiachen Liu, Yiming Qiu et al.19 citations
  60. Interpreting CLIP with Sparse Linear Concept Embeddings (SpLiCE) ↗Usha Bhalla, Alex Oesterling, Suraj Srinivas et al.19 citations
  61. MAN TruckScenes: A multimodal dataset for autonomous trucking in diverse conditions ↗Felix Fent, Fabian Kuttenreich, Florian Ruch et al.19 citations
  62. MediQ: Question-Asking LLMs and a Benchmark for Reliable Interactive Clinical ReasoningShuyue Li, Vidhisha Balachandran, Shangbin Feng et al.19 citations · our summary
  63. MiniCache: KV Cache Compression in Depth Dimension for Large Language Models ↗Akide Liu, Jing Liu, Zizheng Pan et al.19 citations
  64. On the Worst Prompt Performance of Large Language Models ↗Bowen Cao, Deng Cai, Zhisong Zhang et al.19 citations
  65. Recursive Introspection: Teaching Language Model Agents How to Self-Improve ↗Yuxiao Qu, Tianjun Zhang, Naman Garg et al.19 citations
  66. STimage-1K4M: A histopathology image-gene expression dataset for spatial transcriptomics ↗Jiawen Chen, Muqing Zhou, Wenrong Wu et al.19 citations
  67. TableRAG: Million-Token Table Understanding with Language Models ↗Sian Chen, Lesly Miculicich, Julian Martin Eisenschlos et al.19 citations
  68. Visual Fourier Prompt Tuning ↗Tong Geng, Cheng Han, Qifan Wang et al.19 citations
  69. Why Do We Need Weight Decay in Modern Deep Learning? ↗Francesco D'Angelo, Maksym Andriushchenko, Aditya Varre et al.19 citations
  70. A Careful Examination of Large Language Model Performance on Grade School Arithmetic ↗Hugh Zhang, Jeff Da, Dean Lee et al.18 citations
  71. A Prompt-Based Knowledge Graph Foundation Model for Universal In-Context Reasoning ↗Yuanning Cui, Zequn Sun, Wei Hu18 citations
  72. AutoMix: Automatically Mixing Language Models ↗Pranjal Aggarwal, Aman Madaan, Ankit Anand et al.18 citations
  73. BAKU: An Efficient Transformer for Multi-Task Policy Learning ↗Siddhant Haldar, Zhuoran Peng, Lerrel Pinto18 citations
  74. CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models ↗Peng Xia, Ze Chen, Juanxi Tian et al.18 citations
  75. DataComp-LM: In search of the next generation of training sets for language modelsJeffrey Ji-Peng Li, Alex Fang, Georgios Smyrnis et al.18 citations · our summary
  76. DeMo: Decoupling Motion Forecasting into Directional Intentions and Dynamic States ↗Bozhou Zhang, Nan Song, Li Zhang18 citations
  77. Diffusion-based Reinforcement Learning via Q-weighted Variational Policy Optimization ↗Shutong Ding, Ke Hu, Zhenhao Zhang et al.18 citations
  78. DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs ↗Haokun Lin, Haobo Xu, Yichen Wu et al.18 citations
  79. Dual Defense: Enhancing Privacy and Mitigating Poisoning Attacks in Federated Learning ↗Runhua Xu, Shiqi Gao, Chao Li et al.18 citations
  80. Dual-Personalizing Adapter for Federated Foundation Models ↗Yiyuan Yang, Guodong Long, Tao Shen et al.18 citations
  81. GaussianMarker: Uncertainty-Aware Copyright Protection of 3D Gaussian Splatting ↗Xiufeng Huang, Ruiqi Li, Yiu‐ming Cheung et al.18 citations
  82. Heterogeneity-Guided Client Sampling: Towards Fast and Efficient Non-IID Federated Learning ↗Huancheng Chen, Haris Vikalo18 citations
  83. Hybrid Mamba for Few-Shot Segmentation ↗Qianxiong Xu, Xuanyi Liu, Lanyun Zhu et al.18 citations
  84. Improving Alignment and Robustness with Circuit Breakers ↗Andy Zou, Long Phan, Justin Wang et al.18 citations
  85. Learning Truncated Causal History Model for Video Restoration ↗Amirhosein Ghasemabadi, Muhammad Janjua, Mohammad Salameh et al.18 citations
  86. MoVA: Adapting Mixture of Vision Experts to Multimodal Context ↗Zhuofan Zong, Bingqi Ma, Dazhong Shen et al.18 citations
  87. OneBit: Towards Extremely Low-bit Large Language Models ↗Yuzhuang Xu, Xu Han, Zonghan Yang et al.18 citations
  88. Time-MMD: Multi-Domain Multimodal Dataset for Time Series Analysis ↗Haoxin Liu, Shangqing Xu, Zhiyuan Zhao et al.18 citations
  89. Transferable Boltzmann Generators ↗Leon Klein, Frank Noé18 citations
  90. WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models ↗Peng Wang, Zexi Li, Ningyu Zhang et al.18 citations
  91. Ada-MSHyper: Adaptive Multi-Scale Hypergraph Transformer for Time Series Forecasting ↗Zongjiang Shang, Ling Chen, Binqing Wu et al.17 citations
  92. Aligning LLM Agents by Learning Latent Preference from User Edits ↗Ge Gao, Alexey Taymanov, Eduardo Salinas et al.17 citations
  93. Blind Image Restoration via Fast Diffusion Inversion ↗Hamadi Chihaoui, Abdelhak Lemkhenter, Paolo Favaro17 citations
  94. Cooperation, Competition, and Maliciousness: LLM-Stakeholders Interactive Negotiation ↗Sahar Abdelnabi, Amr Gomaa, Sarath Sivaprasad et al.17 citations
  95. DARNet: Dual Attention Refinement Network with Spatiotemporal Construction for Auditory Attention Detection ↗Sheng Yan, Cunhang Fan, Hongyu Zhang et al.17 citations
  96. DeformableTST: Transformer for Time Series Forecasting without Over-reliance on Patching ↗Donghao Luo, Xue Wang17 citations
  97. FineCLIP: Self-distilled Region-based CLIP for Better Fine-grained Understanding ↗Dong Jing, Xiaolong He, Yutian Luo et al.17 citations
  98. HourVideo: 1-Hour Video-Language Understanding ↗Keshigeyan Chandrasegaran, Agrim Gupta, Lea M. Hadzic et al.17 citations
  99. Instance-adaptive Zero-shot Chain-of-Thought Prompting ↗Xiaosong Yuan, Chen‐Yang Shen, Shaotian Yan et al.17 citations
  100. Latent Neural Operator for Solving Forward and Inverse PDE Problems ↗Tian Wang, Chuang Wang17 citations

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