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NeurIPS 2024: all accepted papers

4,494 papers · page 6 of 45 · the most cited first · ← NeurIPS 2024

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  1. PointAD: Comprehending 3D Anomalies from Points and Pixels for Zero-shot 3D Anomaly Detection ↗Qihang Zhou, Jiangtao Yan, Shibo He et al.12 citations
  2. PowerPM: Foundation Model for Power Systems ↗Shihao Tu, Yupeng Zhang, Jing Zhang et al.12 citations
  3. Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation ↗Kun Yuan, Vinkle Srivastav, Nassir Navab et al.12 citations
  4. ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization ↗Luca Eyring, Shyamgopal Karthik, Karsten Roth et al.12 citations
  5. Reconstruction Attacks on Machine Unlearning: Simple Models are Vulnerable ↗Martín Bertrán, Shuai Tang, Michael J. Kearns et al.12 citations
  6. RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models ↗Haoyu Chen, Wenbo Li, Jinjin Gu et al.12 citations
  7. Robust Contrastive Multi-view Clustering against Dual Noisy Correspondence ↗Ruiming Guo, Mouxing Yang, Yijie Lin et al.12 citations
  8. SSDiff: Spatial-spectral Integrated Diffusion Model for Remote Sensing Pansharpening ↗Yu Zhong, Xiao Wu, Zihan Cao et al.12 citations
  9. SceneCraft: Layout-Guided 3D Scene Generation ↗Xiuyu Yang, Yunze Man, Junkun Chen et al.12 citations
  10. SlimSAM: 0.1% Data Makes Segment Anything Slim ↗Zigeng Chen, Gongfan Fang, Xinyin Ma et al.12 citations
  11. SpaFL: Communication-Efficient Federated Learning With Sparse Models And Low Computational Overhead ↗Minsu Kim, Walid Saad, Merouane Abdelkader Debbah et al.12 citations
  12. Tell What You Hear From What You See - Video to Audio Generation Through Text ↗Xiulong Liu, Kun Su, Eli Shlizerman12 citations
  13. Theoretical Foundations of Deep Selective State-Space Models ↗Nicola Muca Cirone, Antonio Orvieto, Benjamin Walker et al.12 citations
  14. TopoFR: A Closer Look at Topology Alignment on Face Recognition ↗Jun Dan, Yang Liu, Jiankang Deng et al.12 citations
  15. Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation ↗Muzhi Zhu, Yang Liu, Zekai Luo et al.12 citations
  16. VFIMamba: Video Frame Interpolation with State Space Models ↗Guozhen Zhang, Chunxu Liu, Yutao Cui et al.12 citations
  17. Verified Code Transpilation with LLMs ↗Sahil Bhatia, Jie Qiu, Niranjan Hasabnis et al.12 citations
  18. What makes unlearning hard and what to do about it ↗Kairan Zhao, Meghdad Kurmanji, George-Octavian Bărbulescu et al.12 citations
  19. 4D Gaussian Splatting in the Wild with Uncertainty-Aware Regularization ↗Mijeong Kim, Mi Jeong Kim, Bohyung Han11 citations
  20. APIGen: Automated PIpeline for Generating Verifiable and Diverse Function-Calling Datasets ↗Zuxin Liu, Thai Hoang, Jianguo Zhang et al.11 citations
  21. Adam with model exponential moving average is effective for nonconvex optimization ↗Kwangjun Ahn, Ashok Cutkosky11 citations
  22. Breaking Semantic Artifacts for Generalized AI-generated Image Detection ↗Chende Zheng, Chenhao Lin, Zhengyu Zhao et al.11 citations
  23. COVE: Unleashing the Diffusion Feature Correspondence for Consistent Video Editing ↗Jiangshan Wang, Yue Ma, Jiayi Guo et al.11 citations
  24. ChatTracker: Enhancing Visual Tracking Performance via Chatting with Multimodal Large Language Model ↗Yiming Sun, Fan Yu, Shaoxiang Chen et al.11 citations
  25. Classifier-guided Gradient Modulation for Enhanced Multimodal Learning ↗Zirun Guo, Tao Jin, Jingyuan Chen et al.11 citations
  26. Closed-Loop Visuomotor Control with Generative Expectation for Robotic Manipulation ↗Qingwen Bu, Jia Zeng, Chen Li et al.11 citations
  27. Conditional Controllable Image Fusion ↗Bing Cao, Qinghua Hu, Pengfei Zhu et al.11 citations
  28. Ctrl-X: Controlling Structure and Appearance for Text-To-Image Generation Without Guidance ↗Ben Klingher, Sicheng Mo, Ben Klingher et al.11 citations
  29. Customizing Language Models with Instance-wise LoRA for Sequential Recommendation ↗Xiaoyu Kong, Jiancan Wu, An Zhang et al.11 citations
  30. DAGER: Exact Gradient Inversion for Large Language Models ↗Ivo Petrov, Dimitar I. Dimitrov, Maximilian Baader et al.11 citations
  31. DG-SLAM: Robust Dynamic Gaussian Splatting SLAM with Hybrid Pose Optimization ↗Yueming Xu, Haochen Jiang, Zhongyang Xiao et al.11 citations
  32. Deep Correlated Prompting for Visual Recognition with Missing Modalities ↗Lianyu Hu, Tongkai Shi, Wei Feng et al.11 citations
  33. Deep Learning in Medical Image Registration: Magic or Mirage? ↗Rohit Jena, Deeksha Sethi, Pratik Chaudhari et al.11 citations
  34. DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models ↗Bowen Wang, Jiuyang Chang, Yiming Qian et al.11 citations
  35. EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries ↗Sunjun Kweon, Jiyoun Kim, Heeyoung Kwak et al.11 citations
  36. Elo Uncovered: Robustness and Best Practices in Language Model Evaluation ↗Meriem Boubdir, Edward Kim, Beyza Ermiş et al.11 citations
  37. FasterDiT: Towards Faster Diffusion Transformers Training without Architecture Modification ↗Jingfeng Yao, Cheng Wang, Wenyu Liu et al.11 citations
  38. FedSSP: Federated Graph Learning with Spectral Knowledge and Personalized Preference ↗Zihan Tan, Guancheng Wan, Wenke Huang et al.11 citations
  39. Frequency-aware Generative Models for Multivariate Time Series Imputation ↗Xinyu Yang, Yu Sun, Xinyu Yang et al.11 citations
  40. HARMONIC: Harnessing LLMs for Tabular Data Synthesis and Privacy Protection ↗Yuxin Wang, Duanyu Feng, Yongfu Dai et al.11 citations
  41. HDR-GS: Efficient High Dynamic Range Novel View Synthesis at 1000x Speed via Gaussian Splatting ↗Yuanhao Cai, Zihao Xiao, Yixun Liang et al.11 citations
  42. How do Large Language Models Handle Multilingualism?Yiran Zhao, Wenxuan Zhang, Guizhen Chen et al.11 citations · our summary
  43. Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers ↗Sukjun Hwang, Aakash Lahoti, Ratish Puduppully et al.11 citations
  44. Is Behavior Cloning All You Need? Understanding Horizon in Imitation Learning ↗Dylan J. Foster, Adam Block, Dipendra Kumar Misra11 citations
  45. LLMs as Zero-shot Graph Learners: Alignment of GNN Representations with LLM Token Embeddings ↗Duo Wang, Yuan Zuo, Fengzhi Li et al.11 citations
  46. LP-3DGS: Learning to Prune 3D Gaussian Splatting ↗Zhaoliang Zhang, Tianchen Song, Yongjae Lee et al.11 citations
  47. Large Spatial Model: End-to-end Unposed Images to Semantic 3D ↗Zhiwen Fan, Jian Zhang, Wenyan Cong et al.11 citations
  48. Learning Commonality, Divergence and Variety for Unsupervised Visible-Infrared Person Re-identification ↗Jiangming Shi, Xiangbo Yin, Yachao Zhang et al.11 citations
  49. Learning Structured Representations with Hyperbolic Embeddings ↗Aditya Sinha, Siqi Zeng, Makoto Yamada et al.11 citations
  50. Learning to Shape In-distribution Feature Space for Out-of-distribution Detection ↗Yonggang Zhang, Jie Lü, Bo Peng et al.11 citations
  51. Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic Segmentation ↗Jintao Tong, Yixiong Zou, Yuhua Li et al.11 citations
  52. Make Continual Learning Stronger via C-Flat ↗Ang Bian, Wei Li, Hangjie Yuan et al.11 citations
  53. MedSafetyBench: Evaluating and Improving the Medical Safety of Large Language Models ↗Tessa Han, Aounon Kumar, Chirag Agarwal et al.11 citations
  54. MiraData: A Large-Scale Video Dataset with Long Durations and Structured Captions ↗Xuan Ju, Yiming Gao, Zhaoyang Zhang et al.11 citations
  55. Muharaf: Manuscripts of Handwritten Arabic Dataset for Cursive Text Recognition ↗Mehreen Saeed, Adrian Chan, Anupam Mijar et al.11 citations
  56. On scalable oversight with weak LLMs judging strong LLMs ↗Zachary Kenton, Noah Siegel, János Kramár et al.11 citations
  57. Overcoming the Sim-to-Real Gap: Leveraging Simulation to Learn to Explore for Real-World RL ↗Andrew Wagenmaker, Kevin I. Huang, Liyiming Ke et al.11 citations
  58. Q-VLM: Post-training Quantization for Large Vision-Language Models ↗Changyuan Wang, Ziwei Wang, Xiuwei Xu et al.11 citations
  59. QUEEN: QUantized Efficient ENcoding of Dynamic Gaussians for Streaming Free-viewpoint Videos ↗Sharath Girish, Tianye Li, Amrita Mazumdar et al.11 citations
  60. Reasoning Multi-Agent Behavioral Topology for Interactive Autonomous Driving ↗Haochen Liu, Hongyang Li, Yu Qiao et al.11 citations
  61. ResAD: A Simple Framework for Class Generalizable Anomaly Detection ↗Xincheng Yao, Zixin Chen, Chao Gao et al.11 citations
  62. Rethinking Fourier Transform from A Basis Functions Perspective for Long-term Time Series Forecasting ↗Runze Yang, Longbing Cao, Jianxun Li et al.11 citations
  63. Richelieu: Self-Evolving LLM-Based Agents for AI Diplomacy ↗Zhenyu Guan, Xiangyu Kong, Fangwei Zhong et al.11 citations
  64. SD-Eval: A Benchmark Dataset for Spoken Dialogue Understanding Beyond Words ↗Junyi Ao, Yuancheng Wang, Xiaohai Tian et al.11 citations
  65. Safe LoRA: The Silver Lining of Reducing Safety Risks when Finetuning Large Language Models ↗Chia‐Yi Hsu, Yu-Lin Tsai, Chih-Hsun Lin et al.11 citations
  66. Scaling Laws for Reward Model Overoptimization in Direct Alignment Algorithms ↗Rafael Rafailov, Yaswanth Chittepu, Ryan Park et al.11 citations
  67. Self-playing Adversarial Language Game Enhances LLM Reasoning ↗Pengyu Cheng, Yong Dai, Nan Du et al.11 citations
  68. Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models ↗Jiaqi Li, Qianshan Wei, Chuanyi Zhang et al.11 citations
  69. SparseLLM: Towards Global Pruning of Pre-trained Language Models ↗Guangji Bai, Yijiang Li, Chen Ling et al.11 citations
  70. Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical Representation Learning ↗Mingcheng Li, Dingkang Yang, Yang Liu et al.11 citations
  71. Training an Open-Vocabulary Monocular 3D Detection Model without 3D Data ↗Gao Ming Huang, Henry Zheng, Yan Wang et al.11 citations
  72. UrbanKGent: A Unified Large Language Model Agent Framework for Urban Knowledge Graph Construction ↗Yansong Ning, Hao Liu11 citations
  73. β-DPO: Direct Preference Optimization with Dynamic β ↗Junkang Wu, Yuexiang Xie, Zhengyi Yang et al.11 citations
  74. A Consistency-Aware Spot-Guided Transformer for Versatile and Hierarchical Point Cloud Registration ↗Renlang Huang, Yufan Tang, Jiming Chen et al.10 citations
  75. AdaFlow: Imitation Learning with Variance-Adaptive Flow-Based Policies ↗Xixi Hu, Bo Liu, Qiang Liu et al.10 citations
  76. AdaNeg: Adaptive Negative Proxy Guided OOD Detection with Vision-Language Models ↗Yabin Zhang, Lei Zhang10 citations
  77. Agent Planning with World Knowledge Model ↗Shuofei Qiao, Runnan Fang, Ningyu Zhang et al.10 citations
  78. Antigen-Specific Antibody Design via Direct Energy-based Preference Optimization ↗Xiangxin Zhou, Dongyu Xue, Ruizhe Chen et al.10 citations
  79. Apathetic or Empathetic? Evaluating LLMs' Emotional Alignments with Humans ↗Jen-tse Huang, Man Lam, Eric Li et al.10 citations
  80. Attention Temperature Matters in ViT-Based Cross-Domain Few-Shot Learning ↗Yixiong Zou, Ran Ma, Yuhua Li et al.10 citations
  81. Attractor Memory for Long-Term Time Series Forecasting: A Chaos Perspective ↗Jiaxi Hu, Jiaxi Hu, Wei Chen et al.10 citations
  82. AudioMarkBench: Benchmarking Robustness of Audio Watermarking ↗Hongbin Liu, Moyang Guo, Zhengyuan Jiang et al.10 citations
  83. Autonomous Driving with Spiking Neural Networks ↗Rui-Jie Zhu, Ziqing Wang, Leilani H. Gilpin et al.10 citations
  84. BehaviorGPT: Smart Agent Simulation for Autonomous Driving with Next-Patch Prediction ↗Zikang Zhou, Haibo Hu, Xinhong Chen et al.10 citations
  85. Benchmark Data Repositories for Better Benchmarking ↗Rachel Longjohn, Markelle Kelly, Sameer Kumar Singh et al.10 citations
  86. Benchmarking Counterfactual Image Generation ↗Θωμάς Μελίστας, Nikos Spyrou, Nefeli Gkouti et al.10 citations
  87. Beyond Redundancy: Information-aware Unsupervised Multiplex Graph Structure Learning ↗Zhixiang Shen, Shuo Wang, Zhao Kang10 citations
  88. Boosting Vision-Language Models with Transduction ↗Maxime Zanella, Benoît Gérin, Ismail Ben Ayed10 citations
  89. CLAP4CLIP: Continual Learning with Probabilistic Finetuning for Vision-Language Models ↗Saurav Jha, Dong Gong, Lina Yao10 citations
  90. Cal-DPO: Calibrated Direct Preference Optimization for Language Model Alignment ↗Teng Xiao, Yige Yuan, Huaisheng Zhu et al.10 citations
  91. Can Graph Learning Improve Planning in LLM-based Agents? ↗Xixi Wu, Yifei Shen, Caihua Shan et al.10 citations
  92. ChatQA: Surpassing GPT-4 on Conversational QA and RAG ↗Zihan Liu, Wei Ping, Rajarshi Roy et al.10 citations
  93. Chimera: Effectively Modeling Multivariate Time Series with 2-Dimensional State Space Models ↗Ali Behrouz, Michele Santacatterina, Ramin Zabih A10 citations
  94. CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making ↗Zibin Dong, Yifu Yuan, Jianye Hao et al.10 citations
  95. Code Repair with LLMs gives an Exploration-Exploitation Tradeoff ↗Hao Tang, Keya Hu, Jin Zhou et al.10 citations
  96. Connecting Joint-Embedding Predictive Architecture with Contrastive Self-supervised Learning ↗Shentong Mo, Shengbang Tong10 citations
  97. Convolutional Differentiable Logic Gate Networks ↗Felix Petersen, Hilde Kuehne, Christian Borgelt et al.10 citations
  98. DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object Detection ↗Haochen Li, Rui Zhang, Hantao Yao et al.10 citations
  99. DDK: Distilling Domain Knowledge for Efficient Large Language Models ↗Jiaheng Liu, Chenchen Zhang, Jinyang Guo et al.10 citations
  100. Dense Connector for MLLMs ↗Huanjin Yao, Wenhao Wu, Taojiannan Yang et al.10 citations

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