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NeurIPS 2024: all accepted papers

4,494 papers · page 26 of 45 · the most cited first · ← NeurIPS 2024

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  1. Pretraining with Random Noise for Fast and Robust Learning without Weight Transport ↗Jeonghwan Cheon, Sang Wan Lee, Se‐Bum Paik2 citations
  2. Principled Bayesian Optimization in Collaboration with Human Experts ↗Wenjie Xu, Masaki Adachi, Colin Neil Jones et al.2 citations
  3. PrivAuditor: Benchmarking Data Protection Vulnerabilities in LLM Adaptation Techniques ↗Derui Zhu, Dingfan Chen, Xiongfei Wu et al.2 citations
  4. Proportional Fairness in Non-Centroid Clustering ↗Ioannis Caragiannis, Evi Micha, Nisarg Shah2 citations
  5. Protecting Your LLMs with Information Bottleneck ↗Zichuan Liu, Zefan Wang, Linjie Xu et al.2 citations
  6. Provably Safe Neural Network Controllers via Differential Dynamic Logic ↗Samuel Teuber, Stefan Mitsch, André Platzer2 citations
  7. Provably and Practically Efficient Adversarial Imitation Learning with General Function Approximation ↗Tian Xu, Zhilong Zhang, Ruishuo Chen et al.2 citations
  8. Proving Theorems Recursively ↗Haiming Wang, Huajian Xin, Zhengying Liu et al.2 citations
  9. Pseudo-Siamese Blind-spot Transformers for Self-Supervised Real-World Denoising ↗Yuhui Quan, Tianxiang Zheng, Hui Ji2 citations
  10. PureGen: Universal Data Purification for Train-Time Poison Defense via Generative Model Dynamics ↗Sunay Bhat, Jeffrey Jiang, Omead Pooladzandi et al.2 citations
  11. QBB: Quantization with Binary Bases for LLMs ↗Adrian Bulat, Yassine Ouali, Georgios Tzimiropoulos2 citations
  12. QUEST: Quadruple Multimodal Contrastive Learning with Constraints and Self-Penalization ↗Qi Song, Tianxiang Gong, Shiqi Gao et al.2 citations
  13. Quality-Improved and Property-Preserved Polarimetric Imaging via Complementarily Fusing ↗Chu Zhou, Yixing Liu, Chao Xu et al.2 citations
  14. Quantum Deep Equilibrium Models ↗Philipp Schleich, Marta Skreta, Lasse Bjørn Kristensen et al.2 citations
  15. RAMP: Boosting Adversarial Robustness Against Multiple lp Perturbations for Universal Robustness ↗Enyi Jiang, Gagandeep Singh2 citations
  16. RAW: A Robust and Agile Plug-and-Play Watermark Framework for AI-Generated Images with Provable Guarantees ↗Xun Xian, Ganghua Wang, Xuan Bi et al.2 citations
  17. RClicks: Realistic Click Simulation for Benchmarking Interactive Segmentation ↗Anton Antonov, Andrey Moskalenko, Denis Shepelev et al.2 citations
  18. RMLR: Extending Multinomial Logistic Regression into General Geometries ↗Ziheng Chen, Yue Song, Rui Wang et al.2 citations
  19. RSA: Resolving Scale Ambiguities in Monocular Depth Estimators through Language Descriptions ↗Ziyao Zeng, Yangchao Wu, Hyoungseob Park et al.2 citations
  20. RanDumb: Random Representations Outperform Online Continually Learned Representations ↗Ameya Prabhu, Shiven Sinha, Ponnurangam Kumaraguru et al.2 citations
  21. RankUp: Boosting Semi-Supervised Regression with an Auxiliary Ranking Classifier ↗Pin-Yen Huang, Szu‐Wei Fu, Yu Tsao2 citations
  22. ReMAP: Neural Model Reprogramming with Network Inversion and Retrieval-Augmented Mapping for Adaptive Motion Forecasting ↗Sharmita Dey, Sarath Ravindran Nair2 citations
  23. Reasons and Solutions for the Decline in Model Performance after Editing ↗Xiusheng Huang, Jiaxiang Liu, Yequan Wang et al.2 citations
  24. Reciprocal Learning ↗Julian Rodemann, Christoph Jansen, Georg Schollmeyer2 citations
  25. Reconstruct and Match: Out-of-Distribution Robustness via Topological Homogeneity ↗Chaoqi Chen, Luyao Tang, Hui Fei Huang2 citations
  26. Recovering Complete Actions for Cross-dataset Skeleton Action Recognition ↗Hanchao Liu, Yujiang Li, Tai-Jiang Mu et al.2 citations
  27. Reinforcement Learning Gradients as Vitamin for Online Finetuning Decision Transformers ↗Kai Yan, Alexander Gerhard Schwing, Yu-Xiong Wang2 citations
  28. RepLiQA: A Question-Answering Dataset for Benchmarking LLMs on Unseen Reference Content ↗João Monteiro, Pierre‐André Noël, Étienne Marcotte et al.2 citations
  29. Reproducibility of predictive networks for mouse visual cortex ↗Polina Turishcheva, Max F. Burg, Fabian H. Sinz et al.2 citations
  30. Rethinking Imbalance in Image Super-Resolution for Efficient Inference ↗Wei Yu, Bowen Yang, Qinglin Liu et al.2 citations
  31. Rethinking Model-based, Policy-based, and Value-based Reinforcement Learning via the Lens of Representation Complexity ↗Guhao Feng, Zhong Han2 citations
  32. Rethinking No-reference Image Exposure Assessment from Holism to Pixel: Models, Datasets and Benchmarks ↗Shuai He, Shuntian Zheng, Anlong Ming et al.2 citations
  33. Rethinking Optimal Transport in Offline Reinforcement Learning ↗Arip Asadulaev, Rostislav Korst, Alexander Andreevich Korotin et al.2 citations
  34. Rethinking the Evaluation of Out-of-Distribution Detection: A Sorites Paradox ↗Xingming Long, Jie Zhang, Shiguang Shan et al.2 citations
  35. Revisiting Adversarial Patches for Designing Camera-Agnostic Attacks against Person Detection ↗Hui Wei, Zhixiang Wang, Kewei Zhang et al.2 citations
  36. Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation ↗Meihan Liu, Zhen Zhang, Jia-Chen Tang et al.2 citations
  37. RoME: A Robust Mixed-Effects Bandit Algorithm for Optimizing Mobile Health Interventions ↗Easton Huch, Jieru Shi, Madeline R. Abbott et al.2 citations
  38. RobIR: Robust Inverse Rendering for High-Illumination Scenes ↗Ziyi Yang, Yanzhen Chen, Xinyu Gao et al.2 citations
  39. Robust Neural Contextual Bandit against Adversarial Corruptions ↗Yunzhe Qi, Yikun Ban, Arindam Banerjee et al.2 citations
  40. Robust Sleep Staging over Incomplete Multimodal Physiological Signals via Contrastive Imagination ↗Qi Shen, Junchang Xin, Bing Tian Dai et al.2 citations
  41. S2FT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity ↗Xinyu Yang, Jixuan Leng, Geyang Guo et al.2 citations
  42. SE(3)-bi-equivariant Transformers for Point Cloud Assembly ↗Ziming Wang, Rebecka J. Jörnsten2 citations
  43. SEEV: Synthesis with Efficient Exact Verification for ReLU Neural Barrier Functions ↗Hongchao Zhang, Zhizhen Qin, Sicun Gao et al.2 citations
  44. SIRIUS : Contexual Sparisty with Correction for Efficient LLMs ↗Yang Zhou, Zhuoming Chen, Zhaozhuo Xu et al.2 citations
  45. SafeSora: Towards Safety Alignment of Text2Video Generation via a Human Preference Dataset ↗Juntao Dai, Tianle Chen, Xuyao Wang et al.2 citations
  46. Sample Complexity of Interventional Causal Representation Learning ↗Emre Acartürk, Burak Varici, Karthikeyan Shanmugam et al.2 citations
  47. Sample Complexity of Posted Pricing for a Single Item ↗Billy Jin, Thomas Keßelheim, Will Ma et al.2 citations
  48. Sample Efficient Bayesian Learning of Causal Graphs from Interventions ↗Zihan Zhou, Muhammad Qasim Elahi, Murat Kocaoglu2 citations
  49. Sample-Efficient Geometry Reconstruction from Euclidean Distances using Non-Convex Optimization ↗Ipsita Ghosh, Abiy Tasissa, Christian Kümmerle2 citations
  50. Scalable DBSCAN with Random Projections ↗Haochuan Xu, Ninh Pham2 citations
  51. Scale-invariant Optimal Sampling for Rare-events Data and Sparse Models ↗Jing Wang, Haiying Wang, Hao Helen Zhang2 citations
  52. Scaling Laws and Compute-Optimal Training Beyond Fixed Training DurationsAlexander Hägele, Elie Bakouch, Atli Kosson et al.2 citations · our summary
  53. Scaling Laws in Linear Regression: Compute, Parameters, and Data ↗Licong Lin, Jingfeng Wu, Sham M. Kakade et al.2 citations
  54. Scaling laws for learning with real and surrogate data ↗Ayush Jain, Andrea Montanari A, Eren Şaşoğlu2 citations
  55. Scene Graph Disentanglement and Composition for Generalizable Complex Image Generation ↗Yunnan Wang, Ziqiang Li, Wenyao Zhang et al.2 citations
  56. SciFIBench: Benchmarking Large Multimodal Models for Scientific Figure Interpretation ↗Jonathan Roberts, Kai Han, Neil Houlsby et al.2 citations
  57. Score-based generative models are provably robust: an uncertainty quantification perspective ↗Nikiforos Mimikos-Stamatopoulos, Benjamin Zhang, Markos A. Katsoulakis2 citations
  58. SearchLVLMs: A Plug-and-Play Framework for Augmenting Large Vision-Language Models by Searching Up-to-Date Internet Knowledge ↗Chuanhao Li, Zhen Li, Chenchen Jing et al.2 citations
  59. Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment ↗Xin Ping Xiao, Bohong Wu, Jiacong Wang et al.2 citations
  60. Seek Commonality but Preserve Differences: Dissected Dynamics Modeling for Multi-modal Visual RL ↗Yangru Huang, Peixi Peng, Yifan Zhao et al.2 citations
  61. SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection ↗Liangxin Liu, Dongfang Li, Derek Wong et al.2 citations
  62. Selective Generation for Controllable Language Models ↗Minjae Lee, Taesoo Kim, Taesoo Kim et al.2 citations
  63. Self-supervised Transformation Learning for Equivariant Representations ↗Jaemyung Yu, Jaehyun Choi, Dong-Jae Lee et al.2 citations
  64. Semantic Routing via Autoregressive Modeling ↗Eric Zhao, Pranjal Awasthi, Zhengdao Chen et al.2 citations
  65. Semi-Supervised Sparse Gaussian Classification: Provable Benefits of Unlabeled Data ↗Eyar Azar, Boaz Nadler2 citations
  66. Semi-supervised Knowledge Transfer Across Multi-omic Single-cell Data ↗Fan Zhang, Tianyu Liu, Zihao Chen et al.2 citations
  67. Semi-supervised Multi-label Learning with Balanced Binary Angular Margin Loss ↗Ximing Li, Silong Liang, Changchun Li et al.2 citations
  68. Sequential Harmful Shift Detection Without Labels ↗Salim I. Amoukou, Tom Bewley, Saumitra Mishra et al.2 citations
  69. Sequential Signal Mixing Aggregation for Message Passing Graph Neural Networks ↗Mitchell Keren Taraday, Almog David, Chaim Baskin2 citations
  70. Shared Autonomy with IDA: Interventional Diffusion Assistance ↗Brandon McMahan, Zhenghao Peng, Bolei Zhou et al.2 citations
  71. Sharing Key Semantics in Transformer Makes Efficient Image Restoration ↗Bin Ren, Yawei Li, Jingyun Liang et al.2 citations
  72. Should We Really Edit Language Models? On the Evaluation of Edited Language Models ↗Qi Li, Xiang Liu, Zhenheng Tang et al.2 citations
  73. SkipPredict: When to Invest in Predictions for Scheduling ↗Rana Shahout, Michael Mitzenmacher2 citations
  74. Slice-100K: A Multimodal Dataset for Extrusion-based 3D Printing ↗Anushrut Jignasu, Kelly Ann Marshall, Ankush Mishra et al.2 citations
  75. Small coresets via negative dependence: DPPs, linear statistics, and concentration ↗Rémi Bardenet, Subhroshekhar Ghosh, Hugo Simon-Onfroy et al.2 citations
  76. Soft Superpixel Neighborhood Attention ↗Kent Gauen, Stanley H. Chan2 citations
  77. SongCreator: Lyrics-based Universal Song Generation ↗Shun Lei, Yixuan Zhou, Boshi Tang et al.2 citations
  78. Sparse Bayesian Generative Modeling for Compressive Sensing ↗Benedikt Böck, Sadaf Syed, Wolfgang Utschick2 citations
  79. Spike-based Neuromorphic Model for Sound Source Localization ↗Dehao Zhang, Shuai Wang, Ammar Belatreche et al.2 citations
  80. Spiking Token Mixer: An event-driven friendly Former structure for spiking neural networks ↗Shikuang Deng, Yuhang Wu, Kangrui Du et al.2 citations
  81. Stability and Generalization of Asynchronous SGD: Sharper Bounds Beyond Lipschitz and Smoothness ↗Xiaoge Deng, Tao Sun, Shengwei Li et al.2 citations
  82. State Chrono Representation for Enhancing Generalization in Reinforcement Learning ↗Jianda Chen, Wen Ng, Zichen Chen et al.2 citations
  83. Statistical and Geometrical properties of the Kernel Kullback-Leibler divergence ↗Clémentine Chazal, Anna Korba, Francis Bach2 citations
  84. Stealth edits to large language models ↗Oliver J. Sutton, Qinghua Zhou, Wei Wang et al.2 citations
  85. Stepwise Alignment for Constrained Language Model Policy Optimization ↗Akifumi Wachi, Thien Khai Tran, Rei Sato et al.2 citations
  86. Stochastic Taylor Derivative Estimator: Efficient amortization for arbitrary differential operators ↗Zheyuan Hu, Zheyuan Hu, Min Lin et al.2 citations
  87. StrategyLLM: Large Language Models as Strategy Generators, Executors, Optimizers, and Evaluators for Problem Solving ↗Chang Yin Gao, Haiyun Jiang, Deng Cai et al.2 citations
  88. Stratified Prediction-Powered Inference for Effective Hybrid Evaluation of Language Models ↗Adam Fisch, Joshua Maynez, R. Hofer et al.2 citations
  89. Streaming Bayes GFlowNets ↗Tiago da Silva, Daniel De Souza, Diego Parente Paiva Mesquita2 citations
  90. Stress-Testing Long-Context Language Models with Lifelong ICL and Task Haystack ↗Xiaoyue Xu, Qinyuan Ye, Xiang Ren2 citations
  91. Structured Multi-Track Accompaniment Arrangement via Style Prior Modelling ↗Jingwei Zhao, Gus Xia, Ziyu Wang et al.2 citations
  92. Structured Unrestricted-Rank Matrices for Parameter Efficient Finetuning ↗Arijit Sehanobish, Avinava Dubey, Krzysztof Choromański et al.2 citations
  93. Subject-driven Text-to-Image Generation via Preference-based Reinforcement Learning ↗Yanting Miao, William Loh, Suraj Nandkishor Kothawade et al.2 citations
  94. Subwords as Skills: Tokenization for Sparse-Reward Reinforcement Learning ↗David Yunis, Justin Jung, Falcon Z. Dai et al.2 citations
  95. Suitable is the Best: Task-Oriented Knowledge Fusion in Vulnerability Detection ↗Jingjing Wang, Minhuan Huang, Yuanpin Nie et al.2 citations
  96. TAIA: Large Language Models are Out-of-Distribution Data Learners ↗Shuyang Jiang, Yusheng Liao, Zhang Ya et al.2 citations
  97. TARSS-Net: Temporal-Aware Radar Semantic Segmentation Network ↗Youcheng Zhang, Liwen Zhang, Zijun Hu et al.2 citations
  98. TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs ↗Zhuofeng Li, Zixing Gou, Xiangnan Zhang et al.2 citations
  99. TFS-NeRF: Template-Free NeRF for Semantic 3D Reconstruction of Dynamic Scene ↗Sandika Biswas, Qianyi Wu, Biplab Banerjee et al.2 citations
  100. TOPA: Extending Large Language Models for Video Understanding via Text-Only Pre-Alignment ↗Wei Li, Hehe Fan, Yongkang Wong et al.2 citations

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