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NeurIPS 2023: all accepted papers

3,540 papers · page 22 of 36 · the most cited first · ← NeurIPS 2023

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  1. Projection Regret: Reducing Background Bias for Novelty Detection via Diffusion Models ↗Sunho Choi, Honglak Lee, Honglak Lee et al.2 citations
  2. Promises and Pitfalls of Threshold-based Auto-labeling ↗Harit Vishwakarma, Heguang Lin, Frédéric Sala et al.2 citations
  3. Provably Efficient Offline Goal-Conditioned Reinforcement Learning with General Function Approximation and Single-Policy Concentrability ↗Hanlin Zhu, Amy Zhang2 citations
  4. QATCH: Benchmarking SQL-centric tasks with Table Representation Learning Models on Your Data ↗Simone Papicchio, Paolo Papotti, Luca Cagliero2 citations
  5. Query-based Temporal Fusion with Explicit Motion for 3D Object Detection ↗Jinghua Hou, Zhe Liu, Dingkang Liang et al.2 citations
  6. RETVec: Resilient and Efficient Text Vectorizer ↗Elie Bursztein, Marina Zhang, Owen Vallis et al.2 citations
  7. Random Cuts are Optimal for Explainable k-Medians ↗Konstantin Makarychev, Liren Shan2 citations
  8. Random-Access Infinite Context Length for Transformers ↗Amirkeivan Mohtashami, Martin Jaggi2 citations
  9. RayDF: Neural Ray-surface Distance Fields with Multi-view Consistency ↗Zhuoman Liu, BO Yang, Yan Luximon et al.2 citations
  10. Re-Think and Re-Design Graph Neural Networks in Spaces of Continuous Graph Diffusion Functionals ↗Tingting Dan, Jiaqi Ding, Ziquan Wei et al.2 citations
  11. RePo: Resilient Model-Based Reinforcement Learning by Regularizing Posterior Predictability ↗Chuning Zhu, Max Simchowitz, Siri Gadipudi et al.2 citations
  12. Reducing Blackwell and Average Optimality to Discounted MDPs via the Blackwell Discount Factor ↗Julien Grand-Clément, Marek Petrik2 citations
  13. Reducing Shape-Radiance Ambiguity in Radiance Fields with a Closed-Form Color Estimation Method ↗Qihang Fang, Yafei Song, Keqiang Li et al.2 citations
  14. Regret-Optimal Model-Free Reinforcement Learning for Discounted MDPs with Short Burn-In Time ↗Xiang Ji, Gen Li2 citations
  15. Regularizing Neural Networks with Meta-Learning Generative Models ↗Shin’ya Yamaguchi, Daiki Chijiwa, Sekitoshi Kanai et al.2 citations
  16. Reinforcement Learning with Simple Sequence Priors ↗Tankred Saanum, Noémi Éltető, Peter Dayan et al.2 citations
  17. Relative Entropic Optimal Transport: a (Prior-aware) Matching Perspective to (Unbalanced) Classification ↗Liangliang Shi, Haoyu Zhen, Gu Zhang et al.2 citations
  18. Retrieval-Augmented Multiple Instance Learning ↗Yufei Cui, Ziquan Liu, Yixin Chen et al.2 citations
  19. Revealing the unseen: Benchmarking video action recognition under occlusion ↗Shresth Grover, Vibhav Vineet, Yogesh Rawat2 citations
  20. Revisit Weakly-Supervised Audio-Visual Video Parsing from the Language Perspective ↗Yingying Fan, Yu Wu, Bo Du et al.2 citations
  21. Revisit the Power of Vanilla Knowledge Distillation: from Small Scale to Large Scale ↗Zhiwei Hao, Jianyuan Guo, Kai Han et al.2 citations
  22. Revisiting Visual Model Robustness: A Frequency Long-Tailed Distribution View ↗Zhiyu Lin, Yifei Gao, Yunfan Yang et al.2 citations
  23. Reward Imputation with Sketching for Contextual Batched Bandits ↗Xiao Zhang, Ninglu Shao, Hanjing Su et al.2 citations
  24. Risk-Averse Active Sensing for Timely Outcome Prediction under Cost Pressure ↗Yuchao Qin, Mihaela Van Der Schaar, Changhee Lee2 citations
  25. Robust Data Valuation with Weighted Banzhaf Values ↗Weida Li, Yaoliang Yu2 citations
  26. Robust covariance estimation with missing values and cell-wise contamination ↗Grégoire Pacreau, Karim Lounici2 citations
  27. Rotating Features for Object Discovery ↗Sindy Löwe, Phillip Lippe, Francesco Locatello et al.2 citations
  28. SAME: Uncovering GNN Black Box with Structure-aware Shapley-based Multipiece Explanations ↗Ziyuan Ye, Rihan Huang, Qilin Wu et al.2 citations
  29. SAMoSSA: Multivariate Singular Spectrum Analysis with Stochastic Autoregressive Noise ↗Abdullah Alomar, Munther A. Dahleh, Sean Mann et al.2 citations
  30. SARAMIS: Simulation Assets for Robotic Assisted and Minimally Invasive Surgery ↗Nina Montaña-Brown, Shaheer U. Saeed, Ahmed Abdulaal et al.2 citations
  31. Safety Verification of Decision-Tree Policies in Continuous Time ↗Christian Schilling, Anna Lukina, Emir Demirović et al.2 citations
  32. Sample Complexity of Goal-Conditioned Hierarchical Reinforcement Learning ↗Arnaud Robert, Ciara Pike-Burke, A. Aldo Faisal2 citations
  33. Sample Efficient Reinforcement Learning in Mixed Systems through Augmented Samples and Its Applications to Queueing Networks ↗Honghao Wei, Xin Liu, Weina Wang et al.2 citations
  34. SatBird: a Dataset for Bird Species Distribution Modeling using Remote Sensing and Citizen Science Data ↗Mélisande Teng, Amna Elmustafa, Benjamin Akera et al.2 citations
  35. Seeing is not Believing: Robust Reinforcement Learning against Spurious Correlation ↗Wenhao Ding, Laixi Shi, Yuejie Chi et al.2 citations
  36. Self-Correcting Bayesian Optimization through Bayesian Active Learning ↗Carl Hvarfner, Erik Hellsten, Frank Hutter et al.2 citations
  37. Self-Predictive Universal AI ↗Elliot Catt, Jordi Grau-Moya, Marcus Hütter et al.2 citations
  38. Self-Supervised Learning with Lie Symmetries for Partial Differential Equations ↗Grégoire Mialon, Quentin Garrido, Hannah Lawrence et al.2 citations
  39. Self-supervised video pretraining yields robust and more human-aligned visual representations ↗Nikhil Parthasarathy, S. M. Ali Eslami, João Carreira et al.2 citations
  40. Semi-Supervised Domain Generalization with Known and Unknown Classes ↗Lei Zhang, Ji-Fu Li, Wei Wang2 citations
  41. Sensitivity in Translation Averaging ↗Lalit Manam, Venu Madhav Govindu2 citations
  42. Sequential Memory with Temporal Predictive Coding ↗Mufeng Tang, Helen C. Barron, Rafał Bogacz2 citations
  43. Sharp Bounds for Generalized Causal Sensitivity Analysis ↗Dennis Frauen, Valentyn Melnychuk, Stefan Feuerriegel2 citations
  44. Sharpness Minimization Algorithms Do Not Only Minimize Sharpness To Achieve Better Generalization ↗Kaiyue Wen, Zhiyuan Li, Tengyu Ma2 citations
  45. Should I Stop or Should I Go: Early Stopping with Heterogeneous Populations ↗Hammaad Adam, Fan Yin, Huibin Mary Hu et al.2 citations
  46. Should Under-parameterized Student Networks Copy or Average Teacher Weights? ↗Berfin Şimşek, Amire Bendjeddou, Wulfram Gerstner et al.2 citations
  47. Similarity-based cooperative equilibrium ↗Caspar Oesterheld, Johannes Treutlein, Roger Grosse et al.2 citations
  48. Simple, Scalable and Effective Clustering via One-Dimensional Projections ↗Moses Charikar, Monika Rauch Henzinger, Lunjia Hu et al.2 citations
  49. Single-Pass Pivot Algorithm for Correlation Clustering. Keep it simple! ↗Konstantin Makarychev, Sayak Chakrabarty2 citations
  50. Sketchy: Memory-efficient Adaptive Regularization with Frequent Directions ↗Vladimir Feinberg, Xinyi Chen, Y. Jennifer Sun et al.2 citations
  51. Smoothing the Landscape Boosts the Signal for SGD: Optimal Sample Complexity for Learning Single Index Models ↗Alex Damian, Eshaan Nichani, Rong Ge et al.2 citations
  52. Soft-Unification in Deep Probabilistic Logic ↗Jaron Maene, Luc De Raedt2 citations
  53. Solving a Class of Non-Convex Minimax Optimization in Federated Learning ↗Xidong Wu, Jianhui Sun, Zhengmian Hu et al.2 citations
  54. Sparse Parameterization for Epitomic Dataset Distillation ↗Xing Hai Wei, Anjia Cao, Funing Yang et al.2 citations
  55. Sparsity-Preserving Differentially Private Training of Large Embedding Models ↗Badih Ghazi, Yangsibo Huang, Pritish Kamath et al.2 citations
  56. Spatial-frequency channels, shape bias, and adversarial robustness ↗Ajay Subramanian, Elena Sizikova, Najib J. Majaj et al.2 citations
  57. Spuriosity Rankings: Sorting Data to Measure and Mitigate Biases ↗Mazda Moayeri, Wenxiao Wang, Sahil Singla et al.2 citations
  58. Stability and Generalization of the Decentralized Stochastic Gradient Descent Ascent Algorithm ↗Miaoxi Zhu, Li Shen, Bo Du et al.2 citations
  59. State Regularized Policy Optimization on Data with Dynamics Shift ↗Zhenghai Xue, Qingpeng Cai, Shuchang Liu et al.2 citations
  60. State-Action Similarity-Based Representations for Off-Policy Evaluation ↗Brahma S. Pavse, Josiah Hanna2 citations
  61. Stochastic Approximation Approaches to Group Distributionally Robust Optimization ↗Lijun Zhang, Peng Zhao, Zhen-Hua Zhuang et al.2 citations
  62. Stochastic Distributed Optimization under Average Second-order Similarity: Algorithms and Analysis ↗Dachao Lin, Yuze Han, Haishan Ye et al.2 citations
  63. Strategic Apple Tasting ↗Keegan Harris, Chara Podimata, Steven Wu2 citations
  64. Strategic Classification under Unknown Personalized Manipulation ↗Han Shao, Avrim L. Blum, Omar Montasser2 citations
  65. Strategic Data Sharing between Competitors ↗Nikita Tsoy, Nikola Konstantinov2 citations
  66. Structured Neural Networks for Density Estimation and Causal Inference ↗Asic Q. Chen, Ruian Shi, Xiang Gao et al.2 citations
  67. Supported Value Regularization for Offline Reinforcement Learning ↗Yixiu Mao, Hongchang Zhang, Chen Chen et al.2 citations
  68. Swarm Reinforcement Learning for Adaptive Mesh Refinement ↗Niklas Freymuth, Philipp Dahlinger, Tobias Würth et al.2 citations
  69. TRIAGE: Characterizing and auditing training data for improved regression ↗Nabeel Seedat, Jonathan Crabbé, Zhaozhi Qian et al.2 citations
  70. TaskMet: Task-driven Metric Learning for Model Learning ↗Dishank Bansal, Ricky T. Q. Chen, Mustafa Mukadam et al.2 citations
  71. Temperature Balancing, Layer-wise Weight Analysis, and Neural Network Training ↗Yefan Zhou, Tianyu Pang, Keqin Liu et al.2 citations
  72. Temporal Conditioning Spiking Latent Variable Models of the Neural Response to Natural Visual Scenes ↗Gehua Ma, Runhao Jiang, Rui Yan et al.2 citations
  73. Test-Time Distribution Normalization for Contrastively Learned Visual-language Models ↗Yifei Zhou, Juntao Ren, Fengyu Li et al.2 citations
  74. The Adversarial Consistency of Surrogate Risks for Binary Classification ↗Natalie S. Frank, Jonathan Weed2 citations
  75. The Double-Edged Sword of Implicit Bias: Generalization vs. Robustness in ReLU Networks ↗Spencer Frei, Gal Vardi, Peter L. Bartlett et al.2 citations
  76. The Rashomon Importance Distribution: Getting RID of Unstable, Single Model-based Variable Importance ↗Jon P. Donnelly, Srikar Katta, Cynthia D Rudin et al.2 citations
  77. The s-value: evaluating stability with respect to distributional shifts ↗Suyash Gupta, Dominik Rothenhaüsler2 citations
  78. Time Series Kernels based on Nonlinear Vector AutoRegressive Delay Embeddings ↗Giovanni de Felice, John Goulermas, Vladimir Gusev2 citations
  79. Towards Combinatorial Generalization for Catalysts: A Kohn-Sham Charge-Density Approach ↗Phillip Pope, David Jacobs2 citations
  80. Towards Efficient and Accurate Winograd Convolution via Full Quantization ↗Tianqi Chen, Weixiang Xu, Weihan Chen et al.2 citations
  81. Towards Evaluating Transfer-based Attacks Systematically, Practically, and Fairly ↗Qizhang Li, Yiwen Guo, Wangmeng Zuo et al.2 citations
  82. Towards Free Data Selection with General-Purpose Models ↗Yichen Xie, Mingyu Ding, Masayoshi Tomizuka et al.2 citations
  83. Towards a Unified Analysis of Kernel-based Methods Under Covariate Shift ↗Xingdong Feng, Xin He, Caixing Wang et al.2 citations
  84. Towards a Unified Framework of Contrastive Learning for Disentangled Representations ↗Stefan Matthes, Zhiwei Han, Hao Shen2 citations
  85. TradeMaster: A Holistic Quantitative Trading Platform Empowered by Reinforcement Learning ↗Shuo Sun, Molei Qin, Wentao Zhang et al.2 citations
  86. Training Fully Connected Neural Networks is R-Complete ↗Daniel Bertschinger, Christoph Hertrich, Paul Jungeblut et al.2 citations
  87. Trans-Dimensional Generative Modeling via Jump Diffusion Models ↗Andrew Campbell, William Harvey, Christian Weilbach et al.2 citations
  88. Transferable Adversarial Robustness for Categorical Data via Universal Robust Embeddings ↗Klim Kireev, Maksym Andriushchenko, Carmela Troncoso et al.2 citations
  89. Transitivity Recovering Decompositions: Interpretable and Robust Fine-Grained Relationships ↗Abhra Chaudhuri, Massimiliano Mancini, Zeynep Akata et al.2 citations
  90. Two Sides of One Coin: the Limits of Untuned SGD and the Power of Adaptive Methods ↗Junchi Yang, Xiang Li, Ilyas Fatkhullin et al.2 citations
  91. Two Sides of The Same Coin: Bridging Deep Equilibrium Models and Neural ODEs via Homotopy Continuation ↗Shutong Ding, Tianyu Cui, Jingya Wang et al.2 citations
  92. UE4-NeRF:Neural Radiance Field for Real-Time Rendering of Large-Scale Scene ↗Jiaming Gu, Minchao Jiang, Hongsheng Li et al.2 citations
  93. UP-DP: Unsupervised Prompt Learning for Data Pre-Selection with Vision-Language Models ↗Xin Li, Sima Behpour, Thang Long Doan et al.2 citations
  94. UP-NeRF: Unconstrained Pose Prior-Free Neural Radiance Field ↗Injae Kim, Minhyuk Choi, Hyunwoo Kim2 citations
  95. URL: A Representation Learning Benchmark for Transferable Uncertainty Estimates ↗Michael Kirchhof, Bálint Mucsányi, Seong Joon Oh et al.2 citations
  96. Uncertainty-Aware Instance Reweighting for Off-Policy Learning ↗Xiaoying Zhang, Junpu Chen, Hongning Wang et al.2 citations
  97. Uncovering the Hidden Dynamics of Video Self-supervised Learning under Distribution Shifts ↗Pritam Sarkar, Ahmad Beirami, Ali Etemad2 citations
  98. Understanding Deep Gradient Leakage via Inversion Influence Functions ↗Haobo Zhang, Junyuan Hong, Yuyang Deng et al.2 citations
  99. Understanding Few-Shot Learning: Measuring Task Relatedness and Adaptation Difficulty via Attributes ↗Minyang Hu, Hong Chang, Zong Guo et al.2 citations
  100. Unified 3D Segmenter As Prototypical Classifiers ↗Zheyun Qin, Cheng Han, Qifan Wang et al.2 citations

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