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NeurIPS 2024: all accepted papers

4,494 papers · page 7 of 45 · the most cited first · ← NeurIPS 2024

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  1. DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data ↗Hanyang Chen, Yang Jiang, Shengnan Guo et al.10 citations
  2. Diffusion Actor-Critic with Entropy Regulator ↗Yinuo Wang, Likun Wang, Yuxuan Jiang et al.10 citations
  3. Director3D: Real-world Camera Trajectory and 3D Scene Generation from Text ↗Xinyang Li, Zhangyu Lai, Linning Xu et al.10 citations
  4. Drones Help Drones: A Collaborative Framework for Multi-Drone Object Trajectory Prediction and Beyond ↗Zhechao Wang, Peirui Cheng, Mingxin Chen et al.10 citations
  5. Effective Rank Analysis and Regularization for Enhanced 3D Gaussian Splatting ↗Junha Hyung, Susung Hong, Sungwon Hwang et al.10 citations
  6. FIDE: Frequency-Inflated Conditional Diffusion Model for Extreme-Aware Time Series Generation ↗Asadullah Hill Galib, Pang‐Ning Tan, Lifeng Luo10 citations
  7. FINALLY: fast and universal speech enhancement with studio-like quality ↗Nicholas Babaev, Kirill Tamogashev, Hanbin Bae et al.10 citations
  8. Facilitating Multimodal Classification via Dynamically Learning Modality Gap ↗Yang Yang, Fengqiang Wan, Qing-Yuan Jiang et al.10 citations
  9. Faster Diffusion: Rethinking the Role of the Encoder for Diffusion Model Inference ↗Senmao Li, Taihang Hu, Joost van de Weijer et al.10 citations
  10. Fight Back Against Jailbreaking via Prompt Adversarial Tuning ↗Yichuan Mo, Yuji Wang, Zeming Wei et al.10 citations
  11. Full-Atom Peptide Design with Geometric Latent Diffusion ↗Xiangzhe Kong, Yinjun Jia, Wenbing Huang et al.10 citations
  12. GAVEL: Generating Games via Evolution and Language Models ↗Graham Todd, Alexander G. Padula, Matthew Stephenson et al.10 citations
  13. Generalizable Implicit Motion Modeling for Video Frame Interpolation ↗Zujin Guo, Wei Li, Chen Change Loy10 citations
  14. JaxMARL: Multi-Agent RL Environments and Algorithms in JAX ↗Alexander Rutherford, Benjamin Ellis, Matteo Gallici et al.10 citations
  15. LLM Processes: Numerical Predictive Distributions Conditioned on Natural Language ↗James Requeima, John F. Bronskill, Dami Choi et al.10 citations
  16. Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation ↗Jian Hu, Jiayi Lin, Jiayi Lin et al.10 citations
  17. MTGS: A Novel Framework for Multi-Person Temporal Gaze Following and Social Gaze Prediction ↗Anshul Gupta, Samy Tafasca, Arya Farkhondeh et al.10 citations
  18. MemVLT: Vision-Language Tracking with Adaptive Memory-based Prompts ↗Xiaokun Feng, Xuchen Li, Shiyu Hu et al.10 citations
  19. Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models ↗Wenshan Wu, Shaoguang Mao, Yadong Zhang et al.10 citations
  20. Multi-modal Transfer Learning between Biological Foundation Models ↗Juan Jose Garau Luis, Patrick Bordes, Liam Gonzalez et al.10 citations
  21. NeuMA: Neural Material Adaptor for Visual Grounding of Intrinsic Dynamics ↗Junyi Cao, Shanyan Guan, Yanhao Ge et al.10 citations
  22. Neuro-Vision to Language: Enhancing Brain Recording-based Visual Reconstruction and Language Interaction ↗Guobin Shen, Dongcheng Zhao, Xiang He et al.10 citations
  23. Newton Informed Neural Operator for Solving Nonlinear Partial Differential Equations ↗Wenrui Hao, Xinliang Liu, Yahong Yang10 citations
  24. No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance ↗Vishaal Udandarao, Ameya Prabhu, Adhiraj Ghosh et al.10 citations
  25. OAM-TCD: A globally diverse dataset of high-resolution tree cover maps ↗Josh Veitch-Michaelis, Andrew J. Cottam, Daniella Schweizer et al.10 citations
  26. OmniTokenizer: A Joint Image-Video Tokenizer for Visual Generation ↗Junke Wang, Yu–Gang Jiang, Zehuan Yuan et al.10 citations
  27. On Learning Multi-Modal Forgery Representation for Diffusion Generated Video Detection ↗Xiufeng Song, Xiao Qing Guo, Jiache Zhang et al.10 citations
  28. Out-of-Distribution Detection with a Single Unconditional Diffusion Model ↗Alvin J. R. Heng, Alexandre H. Thiéry, Harold Soh10 citations
  29. Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization ↗Yuanpu Cao, Tianrong Zhang, Bochuan Cao et al.10 citations
  30. Prior-itizing Privacy: A Bayesian Approach to Setting the Privacy Budget in Differential Privacy ↗Zeki Kazan, Jerome P. Reiter10 citations
  31. Retrieval & Fine-Tuning for In-Context Tabular Models ↗Valentin Thomas, Junwei Ma, Rasa Hosseinzadeh et al.10 citations
  32. Rule Based Rewards for Language Model Safety ↗Tong Mu, Alec Helyar, Johannes Heidecke et al.10 citations
  33. SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection ↗Yi Zhu, Surya Koppisetti, Trang Tran et al.10 citations
  34. SUGARCREPE++ Dataset: Vision-Language Model Sensitivity to Semantic and Lexical Alterations ↗Sri Harsha Dumpala, Aman Jaiswal, Chandramouli Shama Sastry et al.10 citations
  35. SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain ↗Pierre Colombo, Telmo Pires, Malik Boudiaf et al.10 citations
  36. SfPUEL: Shape from Polarization under Unknown Environment Light ↗Youwei Lyu, Heng Guo, Kailong Zhang et al.10 citations
  37. SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention ↗Róbert Csordás, Piotr Piękos, Kazuki Irie et al.10 citations
  38. T2VSafetyBench: Evaluating the Safety of Text-to-Video Generative Models ↗Yibo Miao, Yifan Zhu, Lijia Yu et al.10 citations
  39. TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs ↗Julia Gastinger, Shenyang Huang, Mikhail Galkin et al.10 citations
  40. TSGM: A Flexible Framework for Generative Modeling of Synthetic Time Series ↗Alexander Nikitin, Letizia Iannucci, Samuel Kaski10 citations
  41. The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning ↗Ruben Ohana, Michael McCabe, Lucas Meyer et al.10 citations
  42. Towards Open-Vocabulary Semantic Segmentation Without Semantic Labels ↗Heeseong Shin, Chaehyun Kim, Sunghwan Hong et al.10 citations
  43. Unveiling Encoder-Free Vision-Language Models ↗Haiwen Diao, Yufeng Cui, Xiaotong Li et al.10 citations
  44. Utilizing Image Transforms and Diffusion Models for Generative Modeling of Short and Long Time Series ↗Ilan Naiman, Nimrod Berman, Itai Pemper et al.10 citations
  45. Virtual Scanning: Unsupervised Non-line-of-sight Imaging from Irregularly Undersampled Transients ↗Xingyu Cui, Huanjing Yue, Song Li et al.10 citations
  46. Vivid-ZOO: Multi-View Video Generation with Diffusion Model ↗Bing Li, Cheng Chao Zheng, Wenxuan Zhu et al.10 citations
  47. WFCRL: A Multi-Agent Reinforcement Learning Benchmark for Wind Farm Control ↗Claire Bizon Monroc, Ana Bušić, Donatien Dubuc et al.10 citations
  48. Why Transformers Need Adam: A Hessian Perspective ↗Yushun Zhang, Congliang Chen, Tian Ding et al.10 citations
  49. xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology ↗Julius Hense, Mina Jamshidi Idaji, Oliver Eberle et al.10 citations
  50. A Closer Look at the CLS Token for Cross-Domain Few-Shot Learning ↗Yixiong Zou, Shuai Yi, Yuhua Li et al.9 citations
  51. A Novel Unified Architecture for Low-Shot Counting by Detection and Segmentation ↗Jer Pelhan, Alan Lukežič, Vitjan Zavrtanik et al.9 citations
  52. A Structure-Aware Framework for Learning Device Placements on Computation Graphs ↗Shukai Duan, Heng Ping, Nikos Kanakaris et al.9 citations
  53. A Theoretical Understanding of Self-Correction through In-context Alignment ↗Yisen Wang, Yuyang Wu, Zeming Wei et al.9 citations
  54. AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation ↗Yuhan Zhu, Yuyang Ji, Zhiyu Zhao et al.9 citations
  55. Alignment for Honesty ↗Yuqing Yang, Ethan Chern, Xipeng Qiu et al.9 citations
  56. Atlas3D: Physically Constrained Self-Supporting Text-to-3D for Simulation and Fabrication ↗Yunuo Chen, Tianyi Xie, Zeshun Zong et al.9 citations
  57. AuctionNet: A Novel Benchmark for Decision-Making in Large-Scale Games ↗Kefan Su, Yusen Huo, Zhilin Zhang et al.9 citations
  58. CV-VAE: A Compatible Video VAE for Latent Generative Video Models ↗Sijie Zhao, Yong Zhang, Xiaodong Cun et al.9 citations
  59. Codec Avatar Studio: Paired Human Captures for Complete, Driveable, and Generalizable Avatars ↗Julieta Martinez, Emily Kim, Javier Romero et al.9 citations
  60. Coevolving with the Other You: Fine-Tuning LLM with Sequential Cooperative Multi-Agent Reinforcement Learning ↗Hao Ma, Tianyi Hu, Tianyi Hu et al.9 citations
  61. ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models ↗Mingrui Wu, Xinyue Cai, Jiayi Ji et al.9 citations
  62. Cross-Device Collaborative Test-Time Adaptation ↗Guohao Chen, Shuaicheng Niu, Deyu Chen et al.9 citations
  63. DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA ↗Aman Patel, Arpita Singhal, Austin Wang et al.9 citations
  64. DCDepth: Progressive Monocular Depth Estimation in Discrete Cosine Domain ↗Kun Wang, Zhiqiang Yan, Junkai Fan et al.9 citations
  65. Decision-Making Behavior Evaluation Framework for LLMs under Uncertain Context ↗Jingru Jia, Zehua Yuan, Junhao Pan et al.9 citations
  66. Diffusion Policies Creating a Trust Region for Offline Reinforcement Learning ↗Tianyu Chen, Zhendong Wang, Mingyuan Zhou9 citations
  67. DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive Diagnosis ↗Shangshang Yang, Mingyang Chen, Ziwen Wang et al.9 citations
  68. Don't Look Twice: Faster Video Transformers with Run-Length Tokenization ↗Rohan Choudhury, Guanglei Zhu, Sihan Liu et al.9 citations
  69. Efficient Large Multi-modal Models via Visual Context Compression ↗Jieneng Chen, Ju Liang He, Ju Liang He et al.9 citations
  70. Enhancing Domain Adaptation through Prompt Gradient Alignment ↗Hoang Phan, Lam Tran, Quyen Thi Thao Tran et al.9 citations
  71. EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations ↗Jia Li, Ge Li, Xuanming Zhang et al.9 citations
  72. Exploitation of a Latent Mechanism in Graph Contrastive Learning: Representation Scattering ↗Dongxiao He, Lianze Shan, Jitao Zhao et al.9 citations
  73. Exploring the Role of Large Language Models in Prompt Encoding for Diffusion Models ↗Bingqi Ma, Zhuofan Zong, Guanglu Song et al.9 citations
  74. Expressive Gaussian Human Avatars from Monocular RGB Video ↗Hezhen Hu, Zhiwen Fan, Tianhao Wu et al.9 citations
  75. FactorizePhys: Matrix Factorization for Multidimensional Attention in Remote Physiological Sensing ↗Jitesh Joshi, Sos С. Agaian, Youngjun Cho9 citations
  76. Fast yet Safe: Early-Exiting with Risk Control ↗Metod Jazbec, Alexander Timans, Tin Hadži Veljković et al.9 citations
  77. Federated Learning under Periodic Client Participation and Heterogeneous Data: A New Communication-Efficient Algorithm and Analysis ↗Michael Crawshaw, Mingrui Liu9 citations
  78. Few-Shot Adversarial Prompt Learning on Vision-Language Models ↗Yiwei Zhou, Xiaobo Xia, Tongliang Liu et al.9 citations
  79. Free-Rider and Conflict Aware Collaboration Formation for Cross-Silo Federated Learning ↗Mengmeng Chen, Xiaohu Wu, Xiaoli Tang et al.9 citations
  80. GACL: Exemplar-Free Generalized Analytic Continual Learning ↗Huiping Zhuang, Yizhu Chen, Di Fang et al.9 citations
  81. GAMap: Zero-Shot Object Goal Navigation with Multi-Scale Geometric-Affordance Guidance ↗Shuaihang Yuan, Hao Huang, Hao Huang et al.9 citations
  82. GFT: Graph Foundation Model with Transferable Tree Vocabulary ↗Zehong Wang, Zehong Wang, Nitesh V. Chawla et al.9 citations
  83. GS-Hider: Hiding Messages into 3D Gaussian Splatting ↗Xuanyu Zhang, Jiarui Meng, Runyi Li et al.9 citations
  84. GaussianCube: A Structured and Explicit Radiance Representation for 3D Generative Modeling ↗Bowen Zhang, Yiji Cheng, Jiaolong Yang et al.9 citations
  85. GaussianCut: Interactive segmentation via graph cut for 3D Gaussian Splatting ↗Umangi Jain, Ashkan Mirzaei, Igor Gilitschenski9 citations
  86. GenWarp: Single Image to Novel Views with Semantic-Preserving Generative Warping ↗Junyoung Seo, Kazumi Fukuda, Takashi Shibuya et al.9 citations
  87. Generative Modeling of Molecular Dynamics Trajectories ↗Bowen Jing, Hannes Stark, Tommi Jaakkola et al.9 citations
  88. Grammar-Aligned Decoding ↗Kanghee Park, Jiayu Wang, Taylor Berg-Kirkpatrick et al.9 citations
  89. GuardT2I: Defending Text-to-Image Models from Adversarial Prompts ↗Yang Yi-jun, Ruiyuan Gao, Xiao Yang et al.9 citations
  90. Hyper-SD: Trajectory Segmented Consistency Model for Efficient Image Synthesis ↗Yuxi Ren, Xin Xia, Yanzuo Lu et al.9 citations
  91. IllumiNeRF: 3D Relighting Without Inverse Rendering ↗Xiaoming Zhao, Pratul P. Srinivasan, Dor Verbin et al.9 citations
  92. Image Reconstruction Via Autoencoding Sequential Deep Image Prior ↗Ismail Alkhouri, Shijun Liang, Evan A. Bell et al.9 citations
  93. Improving Temporal Link Prediction via Temporal Walk Matrix Projection ↗Xiaodong Lu, Leilei Sun, Tongyu Zhu et al.9 citations
  94. Improving the Training of Rectified Flows ↗Sangyun Lee, Zinan Lin, Giulia C. Fanti9 citations
  95. InterControl: Zero-shot Human Interaction Generation by Controlling Every Joint ↗Zhenzhi Wang, Jingbo Wang, Dahua Lin et al.9 citations
  96. InterDreamer: Zero-Shot Text to 3D Dynamic Human-Object Interaction ↗Sirui Xu, Yu-Xiong Wang, Yu-Xiong Wang et al.9 citations
  97. Language-Driven Interactive Traffic Trajectory Generation ↗Junkai Xia, Chenxin Xu, Qingyao Xu et al.9 citations
  98. Large Language Model Unlearning via Embedding-Corrupted Prompts ↗Chris Liu, Yaxuan Wang, Jeffrey Flanigan et al.9 citations
  99. Large Language Models Must Be Taught to Know What They Don’t Know ↗Sanyam Kapoor, Nate Gruver, Manley Roberts et al.9 citations
  100. LeDex: Training LLMs to Better Self-Debug and Explain Code ↗Nan Jiang, Xiaopeng Li, Shiqi Wang et al.9 citations

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