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NeurIPS 2024: all accepted papers

4,494 papers · page 28 of 45 · the most cited first · ← NeurIPS 2024

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  1. A Surprisingly Simple Approach to Generalized Few-Shot Semantic Segmentation ↗Tomoya Sakai, Haoxiang Qiu, Takayuki Katsuki et al.1 citation
  2. A Tractable Inference Perspective of Offline RL ↗Xuejie Liu, Anji Liu, Guy Van den Broeck et al.1 citation
  3. A distributional simplicity bias in the learning dynamics of transformers ↗Riccardo Rende, Federica Gerace, Alessandro Laio et al.1 citation
  4. A probability contrastive learning framework for 3D molecular representation learning ↗Jiayu Qin, Jian Chen, Rohan Sharma et al.1 citation
  5. A theoretical case-study of Scalable Oversight in Hierarchical Reinforcement Learning ↗Tom Yan, Zachary C. Lipton1 citation
  6. A two-scale Complexity Measure for Deep Learning Models ↗Massimiliano Datres, Gian Paolo Leonardi, Alessio Figalli et al.1 citation
  7. A versatile informative diffusion model for single-cell ATAC-seq data generation and analysis ↗Lei Huang, Lei Xiong, Na Sun et al.1 citation
  8. ABCFair: an Adaptable Benchmark approach for Comparing Fairness Methods ↗MaryBeth Defrance, Maarten Buyl, Tijl De Bie1 citation
  9. AHA: Human-Assisted Out-of-Distribution Generalization and Detection ↗Haoyue Bai, Jifan Zhang, Robert D. Nowak1 citation
  10. AID: Attention Interpolation of Text-to-Image Diffusion ↗Qiyuan He, Jinghao Wang, Ziwei Liu et al.1 citation
  11. ALPINE: Unveiling The Planning Capability of Autoregressive Learning in Language Models ↗Siwei Wang, Yifei Shen, Shi Feng et al.1 citation
  12. AMAGO-2: Breaking the Multi-Task Barrier in Meta-Reinforcement Learning with Transformers ↗Jake Grigsby, Justin Sasek, Samyak Parajuli et al.1 citation
  13. Accelerating Pre-training of Multimodal LLMs via Chain-of-Sight ↗Ziyuan Huang, Kaixiang Ji, Biao Gong et al.1 citation
  14. Accurate and Steady Inertial Pose Estimation through Sequence Structure Learning and Modulation ↗Yinghao Wu, Chaoran Wang, Lu Yin et al.1 citation
  15. Achieving Linear Convergence with Parameter-Free Algorithms in Decentralized Optimization ↗Ilya Alekseevich Kuruzov, Gesualdo Scutari, Alexander Vladimirovich Gasnikov1 citation
  16. Achieving Near-Optimal Convergence for Distributed Minimax Optimization with Adaptive Stepsizes ↗Yan Huang, Xiang Li, Yipeng Shen et al.1 citation
  17. Action Gaps and Advantages in Continuous-Time Distributional Reinforcement Learning ↗Harley Wiltzer, Marc G. Bellemare, David Meger et al.1 citation
  18. Action Imitation in Common Action Space for Customized Action Image Synthesis ↗Lin Wang, Jingyuan Chen, Jiaxin Shi et al.1 citation
  19. Active Learning for Derivative-Based Global Sensitivity Analysis with Gaussian Processes ↗Syrine Belakaria, Benjamin Letham, Janardhan Rao Doppa et al.1 citation
  20. Active learning of neural population dynamics using two-photon holographic optogenetics ↗Andrew Wagenmaker, Lu Mi, Márton Rózsa et al.1 citation
  21. AdaNovo: Towards Robust De Novo Peptide Sequencing in Proteomics against Data Biases ↗Jun Xia, Shaorong Chen, Jingbo Zhou et al.1 citation
  22. AdaSociety: An Adaptive Environment with Social Structures for Multi-Agent Decision-Making ↗Yizhe Huang, Xingbo Wang, Hao Liu et al.1 citation
  23. AdanCA: Neural Cellular Automata As Adaptors For More Robust Vision Transformer ↗Yitao Xu, Tong Zhang, Sabine E. Susstrunk1 citation
  24. Adaptive Exploration for Data-Efficient General Value Function Evaluations ↗Arushi Jain, Josiah P. Hanna, Doina Precup1 citation
  25. Adaptive Labeling for Efficient Out-of-distribution Model Evaluation ↗Daksh Mittal, Yuanzhe Ma, Shalmali D. Joshi et al.1 citation
  26. Adaptive and Optimal Second-order Optimistic Methods for Minimax Optimization ↗Ruichen Jiang, Ali Kavis, Qiujiang Jin et al.1 citation
  27. AdjointDEIS: Efficient Gradients for Diffusion Models ↗Zander Blasingame, Chen Liu1 citation
  28. Adjust Pearson's r to Measure Arbitrary Monotone Dependence ↗Xinbo Ai1 citation
  29. Adversarial Schrödinger Bridge Matching ↗Nikita Gushchin, Daniil Selikhanovych, Sergei Kholkin et al.1 citation
  30. Adversarially Robust Multi-task Representation Learning ↗Austin Watkins, Thanh Nguyen-Tang, Enayat Ullah et al.1 citation
  31. AirSketch: Generative Motion to Sketch ↗Hui Juin Lim, Xuanming Cui, Yogesh Singh Rawat et al.1 citation
  32. AlchemistCoder: Harmonizing and Eliciting Code Capability by Hindsight Tuning on Multi-source Data ↗Zifan Song, Yudong Wang, Wenwei Zhang et al.1 citation
  33. Algebraic Positional Encodings ↗Konstantinos Kogkalidis, Jean-Philippe Bernardy, Vikas Garg1 citation
  34. Algorithmic Capabilities of Random Transformers ↗Ziqian Zhong, Jacob Andreas1 citation
  35. Aligner-Encoders: Self-Attention Transformers Can Be Self-Transducers ↗Adam Stooke, Rohit Prabhavalkar, Khe Chai Sim et al.1 citation
  36. Aligning Audio-Visual Joint Representations with an Agentic Workflow ↗Shentong Mo, Yibing Song1 citation
  37. Aligning Model Properties via Conformal Risk Control ↗William Overman, Jacqueline Vallon, Mohsen Bayati1 citation
  38. Almost-Linear RNNs Yield Highly Interpretable Symbolic Codes in Dynamical Systems Reconstruction ↗Manuel Brenner, Christoph Jürgen Hemmer, Zahra Monfared et al.1 citation
  39. AlphaTablets: A Generic Plane Representation for 3D Planar Reconstruction from Monocular Videos ↗Yuze He, Wang Zhao, Shaohui Liu et al.1 citation
  40. AlterMOMA: Fusion Redundancy Pruning for Camera-LiDAR Fusion Models with Alternative Modality Masking ↗Shiqi Sun, Yantao Lu, Ning Liu et al.1 citation
  41. AmoebaLLM: Constructing Any-Shape Large Language Models for Efficient and Instant Deployment ↗Yonggan Fu, Zhongzhi Yu, Junwei Li et al.1 citation
  42. Amortized Bayesian Experimental Design for Decision-Making ↗Daolang Huang, Yujia Guo, Luigi Acerbi et al.1 citation
  43. Amortizing intractable inference in diffusion models for vision, language, and control ↗Siddarth Venkatraman, Moksh Jain, Luca Scimeca et al.1 citation
  44. An Accelerated Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness ↗Xiaochuan Gong, Jie Hao, Mingrui Liu1 citation
  45. An Accelerated Gradient Method for Convex Smooth Simple Bilevel Optimization ↗Jincheng Cao, Ruichen Jiang, Erfan Yazdandoost Hamedani et al.1 citation
  46. An Analysis of Elo Rating Systems via Markov Chains ↗Sam Olesker-Taylor, Luca Zanetti1 citation
  47. An Analysis of Tokenization: Transformers under Markov Data ↗Nived Rajaraman, Jiantao Jiao, Kannan Ramchandran1 citation
  48. An Autoencoder-Like Nonnegative Matrix Co-Factorization for Improved Student Cognitive Modeling ↗Shenbao Yu, Yinghui Pan, Yifeng Zeng et al.1 citation
  49. An Efficient Memory Module for Graph Few-Shot Class-Incremental Learning ↗Dong Li, Aijia Zhang, Junqi Gao et al.1 citation
  50. An Efficient Recipe for Long Context Extension via Middle-Focused Positional Encoding ↗Tong Wu, Yanpeng Zhao, Zilong Zheng1 citation
  51. An engine not a camera: Measuring performative power of online search ↗Celestine Dünner, Gabriele Carovano, Moritz Hardt1 citation
  52. Analytically deriving Partial Information Decomposition for affine systems of stable and convolution-closed distributions ↗Chaitanya Goswami, Amanda Merkley1 citation
  53. Annealed Multiple Choice Learning: Overcoming limitations of Winner-takes-all with annealing ↗David Perera, Victor Letzelter, Théo Mariotte et al.1 citation
  54. Approximated Orthogonal Projection Unit: Stabilizing Regression Network Training Using Natural Gradient ↗Shaoqi Wang, Shaoqi Wang, Siwei Lou1 citation
  55. Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era ↗Yohann Perron, Vladyslav Sydorov, Adam P. Wijker et al.1 citation
  56. Are Your Models Still Fair? Fairness Attacks on Graph Neural Networks via Node Injections ↗Zihan Luo, Hong Huang, Yongkang Zhou et al.1 citation
  57. AsCAN: Asymmetric Convolution-Attention Networks for Efficient Recognition and Generation ↗Anil Kag, Hüseyin Coşkun, Jierun Chen et al.1 citation
  58. Association Pattern-aware Fusion for Biological Entity Relationship Prediction ↗Lingxiang Jia, Yuchen Ying, Zunlei Feng et al.1 citation
  59. Auditing Local Explanations is Hard ↗Robi Bhattacharjee, Ulrike Von Luxburg A1 citation
  60. Automated Label Unification for Multi-Dataset Semantic Segmentation with GNNs ↗Rong Ma, Jie Chen, Xiangyang Xue et al.1 citation
  61. Automating Data Annotation under Strategic Human Agents: Risks and Potential Solutions ↗Tian Xie, Xueru Zhang1 citation
  62. Automating Dataset Updates Towards Reliable and Timely Evaluation of Large Language Models ↗Jiahao Ying, Yixin Cao, Yushi Bai et al.1 citation
  63. Autonomous Agents for Collaborative Task under Information Asymmetry ↗Wei Liu, Yufan Dang, Yifei Wang et al.1 citation
  64. Autoregressive Policy Optimization for Constrained Allocation Tasks ↗David Winkel, Niklas Strauß, Maximilian Bernhard et al.1 citation
  65. B-ary Tree Push-Pull Method is Provably Efficient for Distributed Learning on Heterogeneous Data ↗Runze You, Shi Pu1 citation
  66. BAM! Just Like That: Simple and Efficient Parameter Upcycling for Mixture of Experts ↗Qizhen Zhang, Nikolas Gritsch, Dwaraknath Gnaneshwar et al.1 citation
  67. BIGOS V2 Benchmark for Polish ASR: Curated Datasets and Tools for Reproducible Evaluation ↗Michał Junczyk1 citation
  68. BLAST: Block-Level Adaptive Structured Matrices for Efficient Deep Neural Network Inference ↗Chang-Woo Lee, Soo Min Kwon, Qing Qu et al.1 citation
  69. BMRS: Bayesian Model Reduction for Structured Pruning ↗Dustin Wright, Christian Igel, Raghavendra Selvan1 citation
  70. BOLD: Boolean Logic Deep Learning ↗Van Nguyen, C. A. Montoya Ocampo, Aymen Askri et al.1 citation
  71. Bayes-optimal learning of an extensive-width neural network from quadratically many samples ↗Antoine Maillard, Emanuele Troiani, Simon Martin et al.1 citation
  72. Bayesian Adaptive Calibration and Optimal Design ↗Rafael Oliveira, Dino Sejdinović, David Howard et al.1 citation
  73. Bayesian Nonparametrics Meets Data-Driven Distributionally Robust Optimization ↗Nicola Bariletto, Nhat Ho1 citation
  74. Bayesian Online Natural Gradient (BONG) ↗Matt Jones, Peter Chang, Kevin Murphy1 citation
  75. Bayesian Optimization of Functions over Node Subsets in Graphs ↗Huidong Liang, Xingchen Wan, Xiaowen Dong1 citation
  76. Be Confident in What You Know: Bayesian Parameter Efficient Fine-Tuning of Vision Foundation Models ↗Deep Pandey, Spandan Pyakurel, Qi Yu1 citation
  77. BeanCounter: A low-toxicity, large-scale, and open dataset of business-oriented text ↗Siyan Wang, Bradford Levy1 citation
  78. Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming ↗Victor-Alexandru Pădurean, Adish Kumar Singla1 citation
  79. BetterDepth: Plug-and-Play Diffusion Refiner for Zero-Shot Monocular Depth Estimation ↗Xiang Zhang, Bingxin Ke, Hayko Riemenschneider et al.1 citation
  80. Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales ↗Tang Li, Mengmeng Ma, Xi Peng1 citation
  81. Beyond Accuracy: Tracking more like Human via Visual Search ↗Dailing Zhang, Shiyu Hu, Xiaokun Feng et al.1 citation
  82. Beyond Efficiency: Molecular Data Pruning for Enhanced Generalization ↗Dingshuo Chen, Zhixun Li, Yuyan Ni et al.1 citation
  83. Beyond Primal-Dual Methods in Bandits with Stochastic and Adversarial Constraints ↗Martino Bernasconi, Matteo Castiglioni, Andrea Celli et al.1 citation
  84. BiDM: Pushing the Limit of Quantization for Diffusion Models ↗Xingyu Zheng, Xianglong Liu, Yichen Bian et al.1 citation
  85. Bias Detection via Signaling ↗Yiling Chen, Tao Lin, Ariel D. Procaccia et al.1 citation
  86. Binary Search with Distributional Predictions ↗Michael Dinitz, Sungjin Im, Thomas Lavastida et al.1 citation
  87. Biologically Inspired Learning Model for Instructed Vision ↗Roy Abel, Shimon Ullman1 citation
  88. Bisimulation Metrics are Optimal Transport Distances, and Can be Computed Efficiently ↗Sergio Calo, Anders Jönsson, Gergely Neu et al.1 citation
  89. Black-Box Forgetting ↗Yusuke Kuwana, Yuta Goto, Takashi Shibata et al.1 citation
  90. Boosting Text-to-Video Generative Model with MLLMs Feedback ↗Xun Wu, Shaohan Huang, Guolong Wang et al.1 citation
  91. Boundary Decomposition for Nadir Objective Vector Estimation ↗Ruihao Zheng, Zhenkun Wang1 citation
  92. Brain Treebank: Large-scale intracranial recordings from naturalistic language stimuli ↗Christopher Wang, Adam Yaari, Aaditya Singh et al.1 citation
  93. Breaking Long-Tailed Learning Bottlenecks: A Controllable Paradigm with Hypernetwork-Generated Diverse Experts ↗Zhe Zhao, Haibin Wen, Zikang Wang et al.1 citation
  94. Bridging Geometric States via Geometric Diffusion Bridge ↗Shengjie Luo, Yixian Xu, Di He et al.1 citation
  95. Bridging Multicalibration and Out-of-distribution Generalization Beyond Covariate Shift ↗Jiayun Wu, Jiashuo Liu, Peng Cui et al.1 citation
  96. Bridging OOD Detection and Generalization: A Graph-Theoretic View ↗Han Wang, Yixuan Li1 citation
  97. Bridging The Gap between Low-rank and Orthogonal Adaptation via Householder Reflection Adaptation ↗Shen Yuan, Haotian Liu, Hongteng Xu1 citation
  98. Building on Efficient Foundations: Effective Training of LLMs with Structured Feedforward Layers ↗Xiuying Wei, Skander Moalla, Razvan Pascanu et al.1 citation
  99. Byzantine Robustness and Partial Participation Can Be Achieved at Once: Just Clip Gradient Differences ↗Grigory Malinovsky, Peter Richtárik, Samuel Horváth et al.1 citation
  100. CALANet: Cheap All-Layer Aggregation for Human Activity Recognition ↗Jaegyun Park, Dae‐Won Kim, Jaesung Lee1 citation

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