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NeurIPS 2023: all accepted papers

3,540 papers · page 19 of 36 · the most cited first · ← NeurIPS 2023

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  1. Towards Federated Foundation Models: Scalable Dataset Pipelines for Group-Structured Learning ↗Zachary Charles, Nicole Mitchell, Krishna Pillutla et al.3 citations
  2. Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation ↗Haonan Wang, Xiaomeng Li3 citations
  3. Towards Label Position Bias in Graph Neural Networks ↗Haoyu Han, Xiaorui Liu, Feng Shi et al.3 citations
  4. Towards Last-layer Retraining for Group Robustness with Fewer Annotations ↗Tyler LaBonte, Vidya Muthukumar, Abhishek Kumar3 citations
  5. Towards Understanding the Dynamics of Gaussian-Stein Variational Gradient Descent ↗Tianle Liu, Promit Ghosal, Krishnakumar Balasubramanian et al.3 citations
  6. Train Hard, Fight Easy: Robust Meta Reinforcement Learning ↗Ido Greenberg, Shie Mannor, Gal Chechik et al.3 citations
  7. Training Chain-of-Thought via Latent-Variable Inference ↗Du Phan, Matthew D. Hoffman, David Dohan et al.3 citations
  8. Training biologically plausible recurrent neural networks on cognitive tasks with long-term dependencies ↗Wayne Wah Ming Soo, Vishwa Goudar, Xiao-Jing Wang3 citations
  9. Transfer Learning with Affine Model Transformation ↗Shunya Minami, Kenji Fukumizu, Yoshihiro Hayashi et al.3 citations
  10. Triangulation Residual Loss for Data-efficient 3D Pose Estimation ↗Jiachen Zhao, Tao Yu, Liang An et al.3 citations
  11. Tuning Multi-mode Token-level Prompt Alignment across Modalities ↗Dongsheng Wang, Miaoge Li, Xinyang Liu et al.3 citations
  12. Two Heads are Better Than One: A Simple Exploration Framework for Efficient Multi-Agent Reinforcement Learning ↗Jiahui Li, Kun Kuang, Baoxiang Wang et al.3 citations
  13. Two-Stage Learning to Defer with Multiple Experts ↗Anqi Mao, Christopher Mohri, Mehryar Mohri et al.3 citations
  14. UUKG: Unified Urban Knowledge Graph Dataset for Urban Spatiotemporal Prediction ↗Yansong Ning, Hao Liu, Hao Wang et al.3 citations
  15. Unbalanced Low-rank Optimal Transport Solvers ↗Meyer Scetbon, Michal Klein, Giovanni Palla et al.3 citations
  16. Unbiased Compression Saves Communication in Distributed Optimization: When and How Much? ↗Yutong He, Xinmeng Huang, Kun Yuan3 citations
  17. Understanding the detrimental class-level effects of data augmentation ↗Polina Kirichenko, Mark Ibrahim, Randall Balestriero et al.3 citations
  18. Universal Gradient Descent Ascent Method for Nonconvex-Nonconcave Minimax Optimization ↗Taoli Zheng, Linglingzhi Zhu, Anthony Man–Cho So et al.3 citations
  19. VRA: Variational Rectified Activation for Out-of-distribution Detection ↗Mingyu Xu, Zheng Lian, Bin Liu et al.3 citations
  20. Vulnerabilities in Video Quality Assessment Models: The Challenge of Adversarial Attacks ↗Aoxiang Zhang, Ran Yu, Weixuan Tang et al.3 citations
  21. Waypoint Transformer: Reinforcement Learning via Supervised Learning with Intermediate Targets ↗Anirudhan Badrinath, Yannis Flet-Berliac, Allen Nie et al.3 citations
  22. What Truly Matters in Trajectory Prediction for Autonomous Driving? ↗Tran Phong, Haoran Wu, Cunjun Yu et al.3 citations
  23. What can a Single Attention Layer Learn? A Study Through the Random Features Lens ↗Hengyu Fu, Tianyu Guo, Yu Bai et al.3 citations
  24. Wide Neural Networks as Gaussian Processes: Lessons from Deep Equilibrium Models ↗Tianxiang Gao, Xiaokai Huo, Hailiang Liu et al.3 citations
  25. Zero-shot Visual Relation Detection via Composite Visual Cues from Large Language Models ↗Lin Li, Jun Xiao, Guikun Chen et al.3 citations
  26. p-Poisson surface reconstruction in curl-free flow from point clouds ↗Yesom Park, Taekyung Lee, Jooyoung Hahn et al.3 citations
  27. (S)GD over Diagonal Linear Networks: Implicit bias, Large Stepsizes and Edge of Stability ↗Mathieu Even, Scott Pesme, Suriya Gunasekar et al.2 citations
  28. A Combinatorial Algorithm for Approximating the Optimal Transport in the Parallel and MPC Settings ↗Nathaniel Lahn, Sharath Raghvendra, Kaiyi Zhang2 citations
  29. A Multi-modal Global Instance Tracking Benchmark (MGIT): Better Locating Target in Complex Spatio-temporal and Causal Relationship ↗Shiyu Hu, Dailing Zhang, Wu Meiqi et al.2 citations
  30. A Path to Simpler Models Starts With Noise ↗Lesia Semenova, Harry Chen, Ronald Parr et al.2 citations
  31. A Recurrent Neural Circuit Mechanism of Temporal-scaling Equivariant Representation ↗Junfeng Zuo, Xiao Liu, Ying Nian Wu et al.2 citations
  32. A Smooth Binary Mechanism for Efficient Private Continual Observation ↗Joel Daniel Andersson, Rasmus Pagh2 citations
  33. A Unified Algorithm Framework for Unsupervised Discovery of Skills based on Determinantal Point Process ↗Jiayu Chen, Vaneet Aggarwal, Tian Lan2 citations
  34. A Unified Approach for Maximizing Continuous DR-submodular Functions ↗Mohammad Pedramfar, Christopher J Quinn, Vaneet Aggarwal2 citations
  35. A Unified Generalization Analysis of Re-Weighting and Logit-Adjustment for Imbalanced Learning ↗Zitai Wang, Qianqian Xu, Zhiyong Yang et al.2 citations
  36. A Unifying Perspective on Multi-Calibration: Game Dynamics for Multi-Objective Learning ↗Nika Haghtalab, Michael I. Jordan, Eric Zhao2 citations
  37. A case for reframing automated medical image classification as segmentation ↗Sarah Hooper, Mayee F. Chen, Khaled Kamal Saab et al.2 citations
  38. A polar prediction model for learning to represent visual transformations ↗Pierre-Étienne Fiquet, Eero P. Simoncelli2 citations
  39. ALGO: Synthesizing Algorithmic Programs with Generated Oracle Verifiers ↗Kexun Zhang, Danqing Wang, Jingtao Xia et al.2 citations
  40. AND: Adversarial Neural Degradation for Learning Blind Image Super-Resolution ↗Fangzhou Luo, Xiaolin Wu, Yanhui Guo2 citations
  41. AVOIDDS: Aircraft Vision-based Intruder Detection Dataset and Simulator ↗Elysia Q. Smyers, Sydney M. Katz, Anthony Corso et al.2 citations
  42. Accelerating Value Iteration with Anchoring ↗Jongmin Lee, Ernest K Ryu2 citations
  43. Active Learning-Based Species Range Estimation ↗Christian Lange, Elijah Cole, Grant Van Horn et al.2 citations
  44. AdANNS: A Framework for Adaptive Semantic Search ↗Aniket Rege, Aditya Kusupati, Sharan Ranjit S et al.2 citations
  45. Adaptive Online Replanning with Diffusion Models ↗Siyuan Zhou, Yilun Du, Shun Zhang et al.2 citations
  46. Adaptive Principal Component Regression with Applications to Panel Data ↗Anish Agarwal, Keegan Harris, Justin Whitehouse et al.2 citations
  47. Advancing Bayesian Optimization via Learning Correlated Latent Space ↗Seunghun Lee, Jaewon Chu, Sihyeon Kim et al.2 citations
  48. Adversarial Examples Are Not Real Features ↗Ang Li, Yifei Wang, Yiwen Guo et al.2 citations
  49. Affinity-Aware Graph Networks ↗Ameya Velingker, Ali Kemal Sinop, Ira Ktena et al.2 citations
  50. AircraftVerse: A Large-Scale Multimodal Dataset of Aerial Vehicle Designs ↗Adam D. Cobb, Anirban Roy, Daniel Elenius et al.2 citations
  51. Amortized Reparametrization: Efficient and Scalable Variational Inference for Latent SDEs ↗Kevin Course, Prasanth B Nair2 citations
  52. An Efficient Dataset Condensation Plugin and Its Application to Continual Learning ↗Enneng Yang, Li Shen, Zhenyi Wang et al.2 citations
  53. An Inductive Bias for Tabular Deep Learning ↗Ege Beyazıt, Jonathan Kozaczuk, Bo Li et al.2 citations
  54. An Information-Theoretic Evaluation of Generative Models in Learning Multi-modal Distributions ↗Mohammad Jalali, Cheuk Ting Li, Farzan Farnia2 citations
  55. An Optimal and Scalable Matrix Mechanism for Noisy Marginals under Convex Loss Functions ↗Yingtai Xiao, Guanlin He, Danfeng Zhang et al.2 citations
  56. An Optimization-based Approach To Node Role Discovery in Networks: Approximating Equitable Partitions ↗Michael Scholkemper, Michael T. Schaub2 citations
  57. An ε-Best-Arm Identification Algorithm for Fixed-Confidence and Beyond ↗Marc Jourdan, Rémy Degenne, Emilie Kaufmann2 citations
  58. Analyzing the Sample Complexity of Self-Supervised Image Reconstruction Methods ↗Tobit Klug, Dogukan Atik, Reinhard Heckel2 citations
  59. Anchor Data Augmentation ↗Nora Schneider, Shirin Goshtasbpour, Fernando Pérez‐Cruz2 citations
  60. Architecture Matters: Uncovering Implicit Mechanisms in Graph Contrastive Learning ↗Xiaojun Guo, Yisen Wang, Zeming Wei et al.2 citations
  61. Are These the Same Apple? Comparing Images Based on Object Intrinsics ↗Klemen Kotar, Stephen Tian, Hong-Xing Yu et al.2 citations
  62. Assumption violations in causal discovery and the robustness of score matching ↗Francesco Montagna, Atalanti A. Mastakouri, Elias Eulig et al.2 citations
  63. Attention as Implicit Structural Inference ↗Ryan Singh, Christopher L Buckley2 citations
  64. A²CiD²: Accelerating Asynchronous Communication in Decentralized Deep Learning ↗Adel Nabli, Eugene Belilovsky, Edouard Oyallon2 citations
  65. Bayesian target optimisation for high-precision holographic optogenetics ↗Marcus A. Triplett, Marta A. Gajowa, Hillel Adesnik et al.2 citations
  66. Best Arm Identification with Fixed Budget: A Large Deviation Perspective ↗Po-An Wang, Ruo-Chun Tzeng, Alexandre Proutière2 citations
  67. Better with Less: A Data-Active Perspective on Pre-Training Graph Neural Networks ↗Jiarong Xu, R.L. Huang, Xin Jiang et al.2 citations
  68. Beyond Confidence: Reliable Models Should Also Consider Atypicality ↗Mert Yüksekgönül, Linjun Zhang, James Zou et al.2 citations
  69. Beyond NTK with Vanilla Gradient Descent: A Mean-Field Analysis of Neural Networks with Polynomial Width, Samples, and Time ↗Arvind V. Mahankali, Haochen Zhang, Kefan Dong et al.2 citations
  70. Beyond Pretrained Features: Noisy Image Modeling Provides Adversarial Defense ↗Zunzhi You, Daochang Liu, Bohyung Han et al.2 citations
  71. Beyond probability partitions: Calibrating neural networks with semantic aware grouping ↗Jia‐Qi Yang, De-Chuan Zhan, Le Gan2 citations
  72. Bitstream-Corrupted Video Recovery: A Novel Benchmark Dataset and Method ↗Tianyi Liu, Kejun Wu, Yi Wang et al.2 citations
  73. Block Coordinate Plug-and-Play Methods for Blind Inverse Problems ↗Weijie Gan, Shirin Shoushtari, Yuyang Hu et al.2 citations
  74. Blurred-Dilated Method for Adversarial Attacks ↗Yang Deng, Weibin Wu, Jianping Zhang et al.2 citations
  75. Bottleneck Structure in Learned Features: Low-Dimension vs Regularity Tradeoff ↗Arthur Jacot2 citations
  76. Breadcrumbs to the Goal: Goal-Conditioned Exploration from Human-in-the-Loop Feedback ↗Marcel Villasevil, Max Balsells, Zihan Wang et al.2 citations
  77. Bringing regularized optimal transport to lightspeed: a splitting method adapted for GPUs ↗Jacob Lindbäck, Zesen Wang, Mikael Johansson2 citations
  78. BubbleML: A Multiphase Multiphysics Dataset and Benchmarks for Machine Learning ↗Sheikh Md Shakeel Hassan, Arthur Feeney, Akash Dhruv et al.2 citations
  79. Bucks for Buckets (B4B): Active Defenses Against Stealing Encoders ↗Jan Dubiński, Stanisław Pawlak, Franziska Boenisch et al.2 citations
  80. Building Socio-culturally Inclusive Stereotype Resources with Community Engagement ↗Sunipa Dev, Jaya Goyal, Dinesh Tewari et al.2 citations
  81. CADet: Fully Self-Supervised Out-Of-Distribution Detection With Contrastive Learning ↗Charles Guille-Escuret, Pau Rodríguez, David Vázquez et al.2 citations
  82. CAPro: Webly Supervised Learning with Cross-modality Aligned Prototypes ↗Yulei Qin, Xingyu Chen, Yunhang Shen et al.2 citations
  83. CL-NeRF: Continual Learning of Neural Radiance Fields for Evolving Scene Representation ↗Xiuzhe Wu, Peng Dai, Weipeng Deng et al.2 citations
  84. CODA: Generalizing to Open and Unseen Domains with Compaction and Disambiguation ↗Chaoqi Chen, Luyao Tang, Yue Huang et al.2 citations
  85. COOM: A Game Benchmark for Continual Reinforcement Learning ↗Tristan Tomilin, Meng Fang, Yudi Zhang et al.2 citations
  86. CSLP-AE: A Contrastive Split-Latent Permutation Autoencoder Framework for Zero-Shot Electroencephalography Signal Conversion ↗Anders Vestergaard Nørskov, Alexander Neergaard Olesen, Morten Mørup2 citations
  87. CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature Reviews ↗Wojciech Kusa, Óscar E. Mendoza, Matthias Samwald A et al.2 citations
  88. Calibrated Stackelberg Games: Learning Optimal Commitments Against Calibrated Agents ↗Nika Haghtalab, Chara Podimata, Kunhe Yang2 citations
  89. Can Pre-Trained Text-to-Image Models Generate Visual Goals for Reinforcement Learning? ↗Jialu Gao, Kaizhe Hu, Guowei Xu et al.2 citations
  90. Category-Extensible Out-of-Distribution Detection via Hierarchical Context Descriptions ↗Kai Liu, Zhihang Fu, Chao Chen et al.2 citations
  91. Causal Discovery from Subsampled Time Series with Proxy Variables ↗Mingzhou Liu, Xinwei Sun, Lingjing Hu et al.2 citations
  92. Censored Sampling of Diffusion Models Using 3 Minutes of Human Feedback ↗Taeho Yoon, Kibeom Myoung, Keon Lee et al.2 citations
  93. Change point detection and inference in multivariate non-parametric models under mixing conditions ↗Carlos Misael Madrid Padilla, Haotian Xu, Daren Wang et al.2 citations
  94. Circuit as Set of Points ↗Jialv Zou, Xinggang Wang, Jiahao Guo et al.2 citations
  95. CityRefer: Geography-aware 3D Visual Grounding Dataset on City-scale Point Cloud Data ↗Taiki Miyanishi, Fumiya Kitamori, Shuhei Kurita et al.2 citations
  96. Classification of Heavy-tailed Features in High Dimensions: a Superstatistical Approach ↗Urte Adomaityte, Gabriele Sicuro, Pierpaolo Vivo2 citations
  97. Cluster-aware Semi-supervised Learning: Relational Knowledge Distillation Provably Learns Clustering ↗Yijun Dong, Kevin Miller, Qi Lei et al.2 citations
  98. ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation ↗Chenyang Le, Yao Qian, Long Zhou et al.2 citations
  99. Combating Representation Learning Disparity with Geometric Harmonization ↗Zhihan Zhou, Jiangchao Yao, Feng Hong et al.2 citations
  100. Combining Behaviors with the Successor Features Keyboard ↗Wilka Carvalho, Andre Saraiva, Angelos Filos et al.2 citations

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