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NeurIPS 2024: all accepted papers

4,494 papers · page 2 of 45 · the most cited first · ← NeurIPS 2024

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  1. Questioning the Survey Responses of Large Language Models ↗Ricardo Dominguez-Olmedo, Moritz Hardt, Celestine Dünner42 citations
  2. Diffusion for World Modeling: Visual Details Matter in Atari ↗Eloi Alonso, Adam Jelley, Vincent Micheli et al.41 citations
  3. HEALNet: Multimodal Fusion for Heterogeneous Biomedical Data ↗Konstantin Hemker, Nikola Simidjievski, Mateja Jamnik41 citations
  4. Measuring Multimodal Mathematical Reasoning with MATH-Vision DatasetKe Wang, Junting Pan, Weikang Shi et al.41 citations · our summary
  5. SG-Nav: Online 3D Scene Graph Prompting for LLM-based Zero-shot Object Navigation ↗Hang Yin, Xiuwei Xu, Zhenyu Wu et al.40 citations
  6. Scaling transformer neural networks for skillful and reliable medium-range weather forecasting ↗Tung Thanh Nguyen, Rohan Shah, Hritik Bansal et al.40 citations
  7. VRSBench: A Versatile Vision-Language Benchmark Dataset for Remote Sensing Image Understanding ↗Xiang Li, Jian Ding, Mohamed Elhoseiny40 citations
  8. MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space ↗Jiangwei Weng, Zhiqiang Yan, Ying Yu Tai et al.39 citations
  9. RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs ↗Yue Yu, Wei Ping, Zihan Liu et al.39 citations
  10. Towards Robust Multimodal Sentiment Analysis with Incomplete Data ↗Haoyu Zhang, Wenbin Wang, Tianshu Yu38 citations
  11. Are Self-Attentions Effective for Time Series Forecasting? ↗Dongbin Kim, J.-G. Park, Jaewook Lee et al.37 citations
  12. LION: Linear Group RNN for 3D Object Detection in Point Clouds ↗Zhe Liu, Jinghua Hou, Xinyu Wang et al.37 citations
  13. One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos ↗Zechen Bai, Tong He, Haiyang Mei et al.37 citations
  14. QKFormer: Hierarchical Spiking Transformer using Q-K Attention ↗Chenlin Zhou, Han Zhang, Zhaokun Zhou et al.37 citations
  15. The GAN is dead; long live the GAN! A Modern GAN Baseline ↗Yi‐Wen Huang, Aaron Gokaslan, Volodymyr Kuleshov et al.37 citations
  16. Frequency Adaptive Normalization For Non-stationary Time Series Forecasting ↗Weiwei Ye, Songgaojun Deng, Qiaosha Zou et al.36 citations
  17. Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration ↗Junyang Wang, Haiyang Xu, Haitao Jia et al.36 citations
  18. Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification ↗Yuankai Luo, Lei Shi, Xiaoming Wu35 citations
  19. CountGD: Multi-Modal Open-World Counting ↗Niki Amini-Naieni, Tengda Han, Andrew Zisserman35 citations
  20. MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse AttentionHuiqiang Jiang, Yucheng Li, Zhenhua Han et al.35 citations · our summary
  21. Personalized Federated Learning via Feature Distribution Adaptation ↗Connor McLaughlin, Lili Su35 citations
  22. RedPajama: an Open Dataset for Training Large Language ModelsMaurice Weber, Daniel Y. Fu, Quentin G. Anthony et al.35 citations · our summary
  23. SimVG: A Simple Framework for Visual Grounding with Decoupled Multi-modal Fusion ↗Ming Dai, Lingfeng Yang, Yihao Xu et al.35 citations
  24. Spec-Gaussian: Anisotropic View-Dependent Appearance for 3D Gaussian Splatting ↗Ziyi Yang, Xinyu Gao, Yang-Tian Sun et al.35 citations
  25. HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning ↗Chunlin Tian, Zhan Shi, Zhijiang Guo et al.34 citations
  26. PLIP: Language-Image Pre-training for Person Representation Learning ↗Jialong Zuo, Jiahao Hong, Feng Zhang et al.34 citations
  27. DDN: Dual-domain Dynamic Normalization for Non-stationary Time Series Forecasting ↗Tao Dai, Beiliang Wu, Peiyuan Liu et al.33 citations
  28. OpenGaussian: Towards Point-Level 3D Gaussian-based Open Vocabulary Understanding ↗Yanmin Wu, Jiarui Meng, Haijie Li et al.33 citations
  29. Text2CAD: Generating Sequential CAD Designs from Beginner-to-Expert Level Text Prompts ↗Mohammad Khan, Sankalp Sinha, Talha Uddin Sheikh et al.33 citations
  30. RadarOcc: Robust 3D Occupancy Prediction with 4D Imaging Radar ↗Fangqiang Ding, Xiangyu Wen, Yunzhou Zhu et al.32 citations
  31. WildGuard: Open One-stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMsSeungju Han, Kavel Rao, Allyson Ettinger et al.32 citations · our summary
  32. You Only Look Around: Learning Illumination-Invariant Feature for Low-light Object Detection ↗Mingbo Hong, Shen Cheng, Haibin Huang et al.32 citations
  33. 3DGS-Enhancer: Enhancing Unbounded 3D Gaussian Splatting with View-consistent 2D Diffusion Priors ↗Xi Liu, Chaoyi Zhou, Siyu Huang31 citations
  34. Learning Frequency-Adapted Vision Foundation Model for Domain Generalized Semantic Segmentation ↗Qi Bi, Jingjun Yi, Hao Zheng et al.31 citations
  35. MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution ↗Wei Tao, Yucheng Zhou, Yanlin Wang et al.31 citations
  36. ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree SearchDan Zhang, Sining Zhoubian, Ziniu Hu et al.31 citations · our summary
  37. CRAG - Comprehensive RAG Benchmark ↗Xiao Yang, Kai Sun, Hao Xin et al.30 citations
  38. E2E-MFD: Towards End-to-End Synchronous Multimodal Fusion Detection ↗Jiaqing Zhang, Mingxiang Cao, Weiying Xie et al.30 citations
  39. Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning ↗Yuexiang Zhai, Hao Bai, Zipeng Lin et al.30 citations
  40. KnowGPT: Knowledge Graph based Prompting for Large Language Models ↗Qinggang Zhang, Junnan Dong, Hao Chen et al.30 citations
  41. L4GM: Large 4D Gaussian Reconstruction Model ↗Jiawei Ren, Kevin Xie, Ashkan Mirzaei et al.30 citations
  42. Long-form factuality in large language modelsJerry Wei, Chengrun Yang, Xinying Song et al.30 citations · our summary
  43. Mobility-LLM: Learning Visiting Intentions and Travel Preference from Human Mobility Data with Large Language Models ↗Letian Gong, Yan Dan Lin, Xinyue Zhang et al.30 citations
  44. RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation ↗Dongyu Ru, Lin Qiu, Xiangkun Hu et al.30 citations
  45. Recurrent neural networks: vanishing and exploding gradients are not the end of the story ↗Nicolas Zucchet, Antonio Orvieto30 citations
  46. Streaming Long Video Understanding with Large Language Models ↗Rui Qian, Xiaoyi Dong, Pan Zhang et al.30 citations
  47. Can Large Language Model Agents Simulate Human Trust Behavior? ↗Chengxing Xie, Canyu Chen, Feiran Jia et al.29 citations
  48. ContextGS : Compact 3D Gaussian Splatting with Anchor Level Context Model ↗Yufei Wang, Zhihao Li, Lanqing Guo et al.29 citations
  49. Membership Inference Attacks against Fine-tuned Large Language Models via Self-prompt Calibration ↗Wenjie Fu, Huandong Wang, Chen Gao et al.29 citations
  50. VCR-GauS: View Consistent Depth-Normal Regularizer for Gaussian Surface Reconstruction ↗Hanlin Chen, Fangyin Wei, Chen Li et al.29 citations
  51. Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs ↗Xuan Zhang, Chao Du, Tianyu Pang et al.28 citations
  52. Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models ↗Yimeng Zhang, Xin Chen, Jinghan Jia et al.28 citations
  53. Diffusion4D: Fast Spatial-temporal Consistent 4D generation via Video Diffusion Models ↗Hanwen Liang, Yuyang Yin, D. Xu et al.28 citations
  54. GSDF: 3DGS Meets SDF for Improved Neural Rendering and Reconstruction ↗Mulin Yu, Tao Lu, Tao Lu et al.28 citations
  55. Is A Picture Worth A Thousand Words? Delving Into Spatial Reasoning for Vision Language Models ↗Jiayu Wang, Yifei Ming, Zhenmei Shi et al.28 citations
  56. MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations ↗Yixin Cao, Yuhang Zang, Meiqi Chen et al.28 citations
  57. MeshXL: Neural Coordinate Field for Generative 3D Foundation Models ↗Sijin Chen, Xin Chen, Anqi Pang et al.28 citations
  58. Understanding Hallucinations in Diffusion Models through Mode Interpolation ↗Sumukh K Aithal, Pratyush Maini, Zachary C. Lipton et al.28 citations
  59. Wasserstein Distance Rivals Kullback-Leibler Divergence for Knowledge Distillation ↗Peihua Li, Haoyuan Yang, Peihua Li28 citations
  60. BetterBench: Assessing AI Benchmarks, Uncovering Issues, and Establishing Best Practices ↗Anka Reuel, Amelia Hardy, Chandler Smith et al.27 citations
  61. Can We Leave Deepfake Data Behind in Training Deepfake Detector? ↗Jikang Cheng, Zhiyuan Yan, Ying Zhang et al.27 citations
  62. Compact Language Models via Pruning and Knowledge Distillation ↗Saurav Muralidharan, Sharath Turuvekere Sreenivas, Raviraj Joshi et al.27 citations
  63. Exploiting LLM Quantization ↗Kazuki Egashira, Mark Vero, Robin Staab et al.27 citations
  64. FreqBlender: Enhancing DeepFake Detection by Blending Frequency Knowledge ↗Hanzhe Li, Jiaran Zhou, Yuezun Li et al.27 citations
  65. On Softmax Direct Preference Optimization for Recommendation ↗Yuxin Chen, Junfei Tan, An Zhang et al.27 citations
  66. PuLID: Pure and Lightning ID Customization via Contrastive Alignment ↗Zinan Guo, Yanze Wu, Zhuowei Chen et al.27 citations
  67. RFLPA: A Robust Federated Learning Framework against Poisoning Attacks with Secure Aggregation ↗Peihua Mai, Ran Yan, Yan Pang27 citations
  68. ROBIN: Robust and Invisible Watermarks for Diffusion Models with Adversarial Optimization ↗Huayang Huang, Yu Wu, Qian Wang27 citations
  69. StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation ↗Yupeng Zhou, Daquan Zhou, Ming‐Ming Cheng et al.27 citations
  70. Unique3D: High-Quality and Efficient 3D Mesh Generation from a Single Image ↗Kailu Wu, Fangfu Liu, Zhihan Cai et al.27 citations
  71. Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models ↗Xingyu Fu, Weijia Shi, Xingyu Fu et al.27 citations
  72. A StrongREJECT for Empty Jailbreaks ↗Alexandra Souly, Qingyuan Lu, Dillon Bowen et al.26 citations
  73. DiffusionPDE: Generative PDE-Solving under Partial Observation ↗Jiahe Huang, Guandao Yang, Zichen Wang et al.26 citations
  74. Guiding a Diffusion Model with a Bad Version of Itself ↗Tero Karras, Miika Aittala, Tuomas Kynkäänniemi et al.26 citations
  75. OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding ↗Tao Zhang, Xiangtai Li, Hao Fei et al.26 citations
  76. Reflective Multi-Agent Collaboration based on Large Language Models ↗Xiaohe Bo, Zeyu Zhang, Quanyu Dai et al.26 citations
  77. CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs ↗Zirui Wang, Mengzhou Xia, Howard Chen et al.25 citations
  78. GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI ↗Pengcheng Chen, Jin Ye, Guoan Wang et al.25 citations
  79. Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning ↗Jiapu Wang, Kai Sun, Linhao Luo et al.25 citations
  80. LoRA-GA: Low-Rank Adaptation with Gradient Approximation ↗Shaowen Wang, Linxi Yu, Jian Li25 citations
  81. MassSpecGym: A benchmark for the discovery and identification of molecules ↗Roman Bushuiev, Anton Bushuiev, Niek De Jonge et al.25 citations
  82. MotionGS: Exploring Explicit Motion Guidance for Deformable 3D Gaussian Splatting ↗Ruijie Zhu, Yanzhe Liang, Hanzhi Chang et al.25 citations
  83. An Image is Worth 32 Tokens for Reconstruction and Generation ↗Qihang Yu, Mark Weber, Xueqing Deng et al.24 citations
  84. FreeSplat: Generalizable 3D Gaussian Splatting Towards Free View Synthesis of Indoor Scenes ↗Yunsong Wang, Tianxin Huang, Hanlin Chen et al.24 citations
  85. Fully Explicit Dynamic Gaussian Splatting ↗Junoh Lee, Changyeon Won, Hyunjun Jung et al.24 citations
  86. Generalizable and Animatable Gaussian Head Avatar ↗Xuangeng Chu, Tatsuya Harada24 citations
  87. Many-shot Jailbreaking ↗Cem Anil, Esin Durmus, Nina Panickssery et al.24 citations
  88. R²-Gaussian: Rectifying Radiative Gaussian Splatting for Tomographic Reconstruction ↗Ruyi Zha, Tao Jun Lin, Yuanhao Cai et al.24 citations
  89. Universal Physics Transformers: A Framework For Efficiently Scaling Neural Operators ↗Benedikt Alkin, Andreas Fürst, Simon Schmid et al.24 citations
  90. Unveiling Causal Reasoning in Large Language Models: Reality or Mirage? ↗Haoang Chi, He Li, Wenjing Yang et al.24 citations
  91. Approaching Human-Level Forecasting with Language Models ↗Danny Halawi, Fred Zhang, Chen Yueh-Han et al.23 citations
  92. AutoSurvey: Large Language Models Can Automatically Write Surveys ↗Yidong Wang, Qi Guo, Wenjin Yao et al.23 citations
  93. CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching ↗Dongzhi Jiang, Guanglu Song, Xiaoshi Wu et al.23 citations
  94. Consent in Crisis: The Rapid Decline of the AI Data Commons ↗Shayne Longpre, Robert Mahari, Ariel Lee et al.23 citations
  95. Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts ↗Sukwon Yun, Inyoung Choi, Jie Peng et al.23 citations
  96. Learning to Handle Complex Constraints for Vehicle Routing Problems ↗Jieyi Bi, Yining Ma, Jianan Zhou et al.23 citations
  97. Multi-LLM Debate: Framework, Principals, and Interventions ↗Andrew Estornell, Yang Liu23 citations
  98. PhoCoLens: Photorealistic and Consistent Reconstruction in Lensless Imaging ↗Xin Cai, Zhiyuan You, Hailong Zhang et al.23 citations
  99. Segment Any Change ↗Zhuo Zheng, Liangpei Zhang, Liangpei Zhang et al.23 citations
  100. VLG-CBM: Training Concept Bottleneck Models with Vision-Language Guidance ↗Divyansh Srivastava, Ge Yan, Tsui-Wei Weng23 citations

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