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NeurIPS 2024: all accepted papers

4,494 papers · page 34 of 45 · the most cited first · ← NeurIPS 2024

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  1. REBORN: Reinforcement-Learned Boundary Segmentation with Iterative Training for Unsupervised ASR ↗Liang-Hsuan Tseng, En-Pei Hu, Cheng-Han Chiang et al.1 citation
  2. RL in Latent MDPs is Tractable: Online Guarantees via Off-Policy Evaluation ↗Jeongyeol Kwon, Shie Mannor, Constantine Caramanis et al.1 citation
  3. RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models ↗Maya Varma, Jean-Benoit Delbrouck, Zhihong Chen et al.1 citation
  4. Rad-NeRF: Ray-decoupled Training of Neural Radiance Field ↗Lidong Guo, Xuefei Ning, Yonggan Fu et al.1 citation
  5. Randomized Truthful Auctions with Learning Agents ↗Gagan Aggarwal, Anupam Gupta, Andrés Perlroth et al.1 citation
  6. RashomonGB: Analyzing the Rashomon Effect and Mitigating Predictive Multiplicity in Gradient Boosting ↗Hsiang Hsu, Ivan Brugere, Shubham Sharma et al.1 citation
  7. ReMI: A Dataset for Reasoning with Multiple Images ↗Mehran Kazemi, Nishanth Dikkala, Ankit Anand et al.1 citation
  8. ReMoDetect: Reward Models Recognize Aligned LLM's Generations ↗Hyunseok Lee, Jihoon Tack, Jinwoo Shin1 citation
  9. Real-time Stereo-based 3D Object Detection for Streaming Perception ↗Changcai Li, Zonghua Gu, Gang Chen et al.1 citation
  10. Recognize Any Regions ↗Haosen Yang, Chuofan Ma, Bin Wen et al.1 citation
  11. Recurrent Reinforcement Learning with Memoroids ↗Steven Morad, Chris Lu, Ryan Kortvelesy et al.1 citation
  12. RefDrop: Controllable Consistency in Image or Video Generation via Reference Feature Guidance ↗Jiaojiao Fan, Haotian Xue, Qinsheng Zhang et al.1 citation
  13. Regret Minimization in Stackelberg Games with Side Information ↗Keegan Harris, Zhiwei Steven Wu, Maria-Florina Balcan1 citation
  14. Regularized Q-Learning ↗Han-Dong Lim, Donghwan Lee1 citation
  15. Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs ↗Rui Yang, Ruomeng Ding, Yong Lin et al.1 citation
  16. Reinforced Cross-Domain Knowledge Distillation on Time Series Data ↗Qing Xu, Min Wu, Xiaoli Li et al.1 citation
  17. Reinforcement Learning Guided Semi-Supervised Learning ↗Marzi Heidari, Zhang Han-ping, Yuhong Guo1 citation
  18. Reinforcement Learning Under Latent Dynamics: Toward Statistical and Algorithmic Modularity ↗Philip Amortila, Dylan J. Foster, Nan Jiang et al.1 citation
  19. Reinforcement Learning with Euclidean Data Augmentation for State-Based Continuous Control ↗Jinzhu Luo, Dingyang Chen, Qi Zhang1 citation
  20. Reinforcing LLM Agents via Policy Optimization with Action Decomposition ↗Ziyu Wan, Ziyu Wan, Jun Wang et al.1 citation
  21. Renovating Names in Open-Vocabulary Segmentation Benchmarks ↗Haiwen Huang, Songyou Peng, Dan Zhang et al.1 citation
  22. ReplaceAnything3D: Text-Guided Object Replacement in 3D Scenes with Compositional Scene Representations ↗Edward Bartrum, Thu Nguyen-Phuoc, Chris Xie et al.1 citation
  23. Representation Noising: A Defence Mechanism Against Harmful Finetuning ↗Domenic Rosati, Jan Wehner, Kai Williams et al.1 citation
  24. Reprogramming Pretrained Target-Specific Diffusion Models for Dual-Target Drug Design ↗Xiangxin Zhou, Jiaqi Guan, Yijia Zhang et al.1 citation
  25. Repurposing Language Models into Embedding Models: Finding the Compute-Optimal Recipe ↗Albert Qiaochu Jiang, Alicja Ziarko, Bartosz Piotrowski et al.1 citation
  26. Reshuffling Resampling Splits Can Improve Generalization of Hyperparameter Optimization ↗Thomas Nagler, Lennart Schneider, Bernd Bischl et al.1 citation
  27. Resolving Discrepancies in Compute-Optimal Scaling of Language ModelsTomer Porian, Mitchell Wortsman, Jenia Jitsev et al.1 citation · our summary
  28. Rethinking Out-of-Distribution Detection on Imbalanced Data Distribution ↗Kai Liu, Zhihang Fu, Sheng Jin et al.1 citation
  29. Rethinking Weight Decay for Robust Fine-Tuning of Foundation Models ↗Junjiao Tian, Chengyue Huang, Zsolt Kira1 citation
  30. Revisiting Differentially Private ReLU Regression ↗Meng Ding, Mingxi Lei, Liyang Zhu et al.1 citation
  31. Robot Policy Learning with Temporal Optimal Transport Reward ↗Yuwei Fu, Haichao Zhang, Di Wu et al.1 citation
  32. Robust Fine-tuning of Zero-shot Models via Variance Reduction ↗Beier Zhu, Jiequan Cui, Hanwang Zhang1 citation
  33. Robust and Faster Zeroth-Order Minimax Optimization: Complexity and Applications ↗Weixin An, Hongying Liu, Fanhua Shang et al.1 citation
  34. Robust group and simultaneous inferences for high-dimensional single index model ↗Weichao Yang, Hongwei Shi, Xu Guo et al.1 citation
  35. RoleAgent: Building, Interacting, and Benchmarking High-quality Role-Playing Agents from Scripts ↗Jiaheng Liu, Zehao Ni, Haoran Que et al.1 citation
  36. Rough Transformers: Lightweight and Continuous Time Series Modelling through Signature Patching ↗Fernando Moreno-Pino, Álvaro Arroyo, Harrison Waldon et al.1 citation
  37. S-STE: Continuous Pruning Function for Efficient 2:4 Sparse Pre-training ↗Yuezhou Hu, Jun Zhu, Jianfei Chen1 citation
  38. S2HPruner: Soft-to-Hard Distillation Bridges the Discretization Gap in Pruning ↗Weihao Lin, Shengji Tang, Chong Yu et al.1 citation
  39. SAND: Smooth imputation of sparse and noisy functional data with Transformer networks ↗Ju-Sheng Hong, Junwen Yao, Jonas Mueller et al.1 citation
  40. SE(3) Equivariant Ray Embeddings for Implicit Multi-View Depth Estimation ↗Yinshuang Xu, Dian Chen, Katherine Y. Liu et al.1 citation
  41. SHED: Shapley-Based Automated Dataset Refinement for Instruction Fine-Tuning ↗Yexiao He, Ziyao Wang, Zheyu Shen et al.1 citation
  42. SILENCE: Protecting privacy in offloaded speech understanding on resource-constrained devices ↗Dongqi Cai, Shangguang Wang, Zeling Zhang et al.1 citation
  43. SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models ↗Jianyi Zhang, Da-Cheng Juan, Cyrus Rashtchian et al.1 citation
  44. SPO: Sequential Monte Carlo Policy Optimisation ↗Matthew Macfarlane, Edan Toledo, Donal Byrne et al.1 citation
  45. STL: Still Tricky Logic (for System Validation, Even When Showing Your Work) ↗Isabelle Hurley, Rohan Paleja, Ashley Suh et al.1 citation
  46. SafeWorld: Geo-Diverse Safety Alignment ↗Da Yin, Haoyi Qiu, Kung-Hsiang Huang et al.1 citation
  47. Sample Selection via Contrastive Fragmentation for Noisy Label Regression ↗Chris Dongjoo Kim, Sangwoo Moon, Jihwan Moon et al.1 citation
  48. Sample-Efficient Constrained Reinforcement Learning with General Parameterization ↗Washim Uddin Mondal, Vaneet Aggarwal1 citation
  49. Scale Equivariant Graph Metanetworks ↗Ioannis Kalogeropoulos, Giorgos Bouritsas, Yannis Panagakis1 citation
  50. Searching for Efficient Linear Layers over a Continuous Space of Structured Matrices ↗Andres Potapczynski, Shikai Qiu, Marc Finzi et al.1 citation
  51. Second-order forward-mode optimization of recurrent neural networks for neuroscience ↗Youjing Yu, Rui Xia, Qingxi Ma et al.1 citation
  52. SeeA*: Efficient Exploration-Enhanced A* Search by Selective Sampling ↗Dengwei Zhao, Lei Xu, Lei Xu1 citation
  53. Seeing Beyond the Crop: Using Language Priors for Out-of-Bounding Box Keypoint Prediction ↗Bavesh Balaji, Jerrin Bright, Yuhao Chen et al.1 citation
  54. Selective Explanations ↗Lucas Monteiro Paes, Dennis Wei, Flávio P. Calmon1 citation
  55. Self-Consuming Generative Models with Curated Data Provably Optimize Human Preferences ↗Damien Ferbach, Quentin Bertrand, Avishek Joey Bose et al.1 citation
  56. Self-Distilled Depth Refinement with Noisy Poisson Fusion ↗Jiaqi Li, Yiran Wang, Jinghong Zheng et al.1 citation
  57. Self-Refining Diffusion Samplers: Enabling Parallelization via Parareal Iterations ↗Nikil Roashan Selvam, Amil Merchant, Stefano Ermon1 citation
  58. SemFlow: Binding Semantic Segmentation and Image Synthesis via Rectified Flow ↗Chaoyang Wang, Xiangtai Li, Lu Qi et al.1 citation
  59. Semantic Feature Learning for Universal Unsupervised Cross-Domain Retrieval ↗Lixu Wang, Xinyu Du, Qi Xin Zhu1 citation
  60. Semantics and Spatiality of Emergent Communication ↗Rotem Ben Zion, Boaz Carmeli, Orr Paradise et al.1 citation
  61. Semi-Truths: A Large-Scale Dataset of AI-Augmented Images for Evaluating Robustness of AI-Generated Image detectors ↗Anisha Pal, Julia Kruk, Mansi Phute et al.1 citation
  62. Sequential Probability Assignment with Contexts: Minimax Regret, Contextual Shtarkov Sums, and Contextual Normalized Maximum Likelihood ↗Ziyi Liu, Idan Attias, Daniel M. Roy1 citation
  63. Shape analysis for time series ↗Thibaut Germain, Samuel Gruffaz, Charles Truong et al.1 citation
  64. Sharpness-Aware Minimization Activates the Interactive Teaching's Understanding and Optimization ↗Mingwei Xu, Xiaofeng Cao, Ivor Wai-Hung Tsang1 citation
  65. Simplifying Latent Dynamics with Softly State-Invariant World Models ↗Tankred Saanum, Peter Dayan, Eric Schulz1 citation
  66. Simulation-Free Training of Neural ODEs on Paired Data ↗Semin Kim, Jaehoon Yoo, Jinwoo Kim et al.1 citation
  67. Sketchy Moment Matching: Toward Fast and Provable Data Selection for Finetuning ↗Yijun Dong, Hoang Phan, Xiang Pan et al.1 citation
  68. Skill-aware Mutual Information Optimisation for Zero-shot Generalisation in Reinforcement Learning ↗Xuehui Yu, Mhairi Dunion, Xin Li et al.1 citation
  69. Slot-VLM: Object-Event Slots for Video-Language Modeling ↗Jiaqi Xu, Cuiling Lan, Wenxuan Xie et al.1 citation
  70. SocialGPT: Prompting LLMs for Social Relation Reasoning via Greedy Segment Optimization ↗Wanhua Li, Zibin Meng, Jiawei Zhou et al.1 citation
  71. Soft ascent-descent as a stable and flexible alternative to flooding ↗Matthew J. Holland, Kosuke Nakatani1 citation
  72. Soft-Label Integration for Robust Toxicity Classification ↗Zelei Cheng, Xian Wei Wu, Jiahao Yu et al.1 citation
  73. Solving Minimum-Cost Reach Avoid using Reinforcement Learning ↗Oswin So, Ge Cheng, Chuchu Fan1 citation
  74. Source Code Foundation Models are Transferable Binary Analysis Knowledge Bases ↗Zian Su, Zian Su, Ziyang Huang et al.1 citation
  75. Span-Based Optimal Sample Complexity for Weakly Communicating and General Average Reward MDPs ↗Matthew Zurek, Yudong Chen1 citation
  76. SpeAr: A Spectral Approach for Zero-Shot Node Classification ↗Ting Guo, Da Wang, Jiye Liang et al.1 citation
  77. Speaking Your Language: Spatial Relationships in Interpretable Emergent Communication ↗Olaf Lipinski, Adam James Sobey, Federico Cerutti et al.1 citation
  78. Speculative Decoding with CTC-based Draft Model for LLM Inference Acceleration ↗Zhuofan Wen, Shangtong Gui, Yang Feng1 citation
  79. Speculative Monte-Carlo Tree Search ↗Scott Cheng, Mahmut Kandemir, Ding-Yong Hong1 citation
  80. SpeedLoader: An I/O efficient scheme for heterogeneous and distributed LLM operation ↗Yiqi Zhang, Yang You1 citation
  81. Stability and Generalizability in SDE Diffusion Models with Measure-Preserving Dynamics ↗Weitong Zhang, Chengqi Zang, Liu Li et al.1 citation
  82. Stability and Generalization of Adversarial Training for Shallow Neural Networks with Smooth Activation ↗Kaibo Zhang, Yunjuan Wang, Raman Arora1 citation
  83. Stabilized Proximal-Point Methods for Federated Optimization ↗Xiaowen Jiang, Anton Rodomanov, Sebastian U. Stich1 citation
  84. Star-Agents: Automatic Data Optimization with LLM Agents for Instruction Tuning ↗Hang Zhou, Yehui Tang, Haochen Qin et al.1 citation
  85. StepbaQ: Stepping backward as Correction for Quantized Diffusion Models ↗Yi-Chung Chen, Zhi-Kai Huang, Jing-Ren Chen1 citation
  86. Stepping on the Edge: Curvature Aware Learning Rate Tuners ↗Vincent Roulet, Atish Agarwala, Jean-Bastien Grill et al.1 citation
  87. Stochastic Newton Proximal Extragradient Method ↗Ruichen Jiang, Michał Dereziński, Aryan Mokhtari1 citation
  88. Stochastic Optimal Control Matching ↗Carles Domingo-Enrich, Jiequn Han, Brandon Amos et al.1 citation
  89. Stochastic Optimal Control and Estimation with Multiplicative and Internal Noise ↗Francesco Damiani, Akiyuki Anzai, Jan Drugowitsch et al.1 citation
  90. Stochastic Optimal Control for Diffusion Bridges in Function Spaces ↗Byoungwoo Park, Jungwon Choi, Sungbin Lim et al.1 citation
  91. Stochastic Optimization Schemes for Performative Prediction with Nonconvex Loss ↗Qiang Li, Hoi-To Wai1 citation
  92. Stochastic Zeroth-Order Optimization under Strongly Convexity and Lipschitz Hessian: Minimax Sample Complexity ↗Qian Yu, Yining Wang, Baihe Huang et al.1 citation
  93. Strategic Littlestone Dimension: Improved Bounds on Online Strategic Classification ↗Saba Ahmadi, Kunhe Yang, Hanrui Zhang1 citation
  94. StreamBench: Towards Benchmarking Continuous Improvement of Language Agents ↗Cheng-Kuang Wu, Zhi Rui Tam, Chieh-Yen Lin et al.1 citation
  95. Streaming Detection of Queried Event Start ↗Cristóbal Eyzaguirre, Eric Tang, Shyamal Buch et al.1 citation
  96. SubgDiff: A Subgraph Diffusion Model to Improve Molecular Representation Learning ↗Jiying Zhang, Zijing Liu, Yu Wang et al.1 citation
  97. Superposed Decoding: Multiple Generations from a Single Autoregressive Inference Pass ↗Ethan Shen, Alan Fan, Sarah M Pratt et al.1 citation
  98. Supervised Kernel Thinning ↗Albert Gong, Kyuseong Choi, Raaz Dwivedi1 citation
  99. Suppress Content Shift: Better Diffusion Features via Off-the-Shelf Generation Techniques ↗Benyuan Meng, Qianqian Xu, Zitai Wang et al.1 citation
  100. SureMap: Simultaneous mean estimation for single-task and multi-task disaggregated evaluation ↗Mikhail Khodak, Lester Mackey, Alexandra Chouldechova et al.1 citation

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