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NeurIPS 2023: all accepted papers

3,540 papers · page 17 of 36 · the most cited first · ← NeurIPS 2023

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  1. Discover and Align Taxonomic Context Priors for Open-world Semi-Supervised Learning ↗Yu Wang, Zhun Zhong, Pengchong Qiao et al.3 citations
  2. Discovering Intrinsic Spatial-Temporal Logic Rules to Explain Human Actions ↗Chengzhi Cao, Chao Yang, Ruimao Zhang et al.3 citations
  3. Disentanglement via Latent Quantization ↗Kyle Hsu, William Dorrell, James C. R. Whittington et al.3 citations
  4. Distilling Out-of-Distribution Robustness from Vision-Language Foundation Models ↗Andy Zhou, Jindong Wang, Yu-Xiong Wang et al.3 citations
  5. Diverse Conventions for Human-AI Collaboration ↗Bidipta Sarkar, Andy Shih, Dorsa Sadigh3 citations
  6. Divide, Evaluate, and Refine: Evaluating and Improving Text-to-Image Alignment with Iterative VQA Feedback ↗Jaskirat Singh, Liang Zheng3 citations
  7. Dual Self-Awareness Value Decomposition Framework without Individual Global Max for Cooperative MARL ↗Zhiwei Xu, bin zhang, Dapeng Li et al.3 citations
  8. Dynamic Sparsity Is Channel-Level Sparsity Learner ↗Lu Yin, Gen Li, Meng Fang et al.3 citations
  9. Dynamic Tensor Decomposition via Neural Diffusion-Reaction Processes ↗Zheng Wang, Shikai Fang, Shibo Li et al.3 citations
  10. Easy Learning from Label Proportions ↗Róbert Busa‐Fekete, Heejin Choi, Travis Dick et al.3 citations
  11. Energy-Efficient Scheduling with Predictions ↗Eric Balkanski, Noémie Périvier, Clifford Stein et al.3 citations
  12. Enhancing Motion Deblurring in High-Speed Scenes with Spike Streams ↗Shiyan Chen, Jiyuan Zhang, Yajing Zheng et al.3 citations
  13. Epistemic Neural Networks ↗Ian Osband, Zheng Wen, Seyed Mohammad Asghari et al.3 citations
  14. Equal Opportunity of Coverage in Fair Regression ↗Fangxin Wang, Lu Cheng, Ruocheng Guo et al.3 citations
  15. Ess-InfoGAIL: Semi-supervised Imitation Learning from Imbalanced Demonstrations ↗Huiqiao Fu, Kaiqiang Tang, Yuanyang Lu et al.3 citations
  16. Estimating Generic 3D Room Structures from 2D Annotations ↗Denys Rozumnyi, Stefan Popov, Kevis-Kokitsi Maninis et al.3 citations
  17. Estimating Noise Correlations Across Continuous Conditions With Wishart Processes ↗Amin Nejatbakhsh, Isabel Garon, Alex Williams3 citations
  18. Evaluating Post-hoc Explanations for Graph Neural Networks via Robustness Analysis ↗Junfeng Fang, Wei Liu, Yuan Gao et al.3 citations
  19. Explaining the Uncertain: Stochastic Shapley Values for Gaussian Process Models ↗Siu Lun Chau, Krikamol Muandet, Dino Sejdinović3 citations
  20. Exploring Question Decomposition for Zero-Shot VQA ↗Zaid Khan, Vijay Kumar B G, Samuel Schulter et al.3 citations
  21. Exploring the Optimal Choice for Generative Processes in Diffusion Models: Ordinary vs Stochastic Differential Equations ↗Yu Cao, Jingrun Chen, Yixin Luo et al.3 citations
  22. Extremal Domain Translation with Neural Optimal Transport ↗Milena Gazdieva, Alexander Korotin, Daniil Selikhanovych et al.3 citations
  23. FACE: Evaluating Natural Language Generation with Fourier Analysis of Cross-Entropy ↗Zuhao Yang, Yingfang Yuan, Yang Xu et al.3 citations
  24. FD-Align: Feature Discrimination Alignment for Fine-tuning Pre-Trained Models in Few-Shot Learning ↗Kun Song, Huimin Ma, Bochao Zou et al.3 citations
  25. Face Reconstruction from Facial Templates by Learning Latent Space of a Generator Network ↗Hatef Otroshi Shahreza, Sébastien Marcel3 citations
  26. Fair Adaptive Experiments ↗Waverly Wei, Xinwei Ma, Jingshen Wang3 citations
  27. Fair Allocation of Indivisible Chores: Beyond Additive Costs ↗Bo Li, Fangxiao Wang, Yu Zhou3 citations
  28. Fair Graph Distillation ↗Qizhang Feng, Zhimeng Jiang, Ruiquan Li et al.3 citations
  29. FairLISA: Fair User Modeling with Limited Sensitive Attributes Information ↗Zheng Zhang, Qi Liu, Hao Jiang et al.3 citations
  30. Fast Conditional Mixing of MCMC Algorithms for Non-log-concave Distributions ↗Xiang Cheng, Bohan Wang, Jingzhao Zhang et al.3 citations
  31. Fast Optimal Locally Private Mean Estimation via Random Projections ↗Hilal Asi, Vitaly Feldman, Jelani Nelson et al.3 citations
  32. Faster Differentially Private Convex Optimization via Second-Order Methods ↗Arun Ganesh, Mahdi Haghifam, Thomas Steinke et al.3 citations
  33. Faster Relative Entropy Coding with Greedy Rejection Coding ↗Gergely Flamich, Stratis Markou, José Miguel Hernández-Lobato3 citations
  34. Federated Learning with Client Subsampling, Data Heterogeneity, and Unbounded Smoothness: A New Algorithm and Lower Bounds ↗Michael Crawshaw, Yajie Bao, Mingrui Liu3 citations
  35. Federated Spectral Clustering via Secure Similarity Reconstruction ↗Dong Qiao, Chris Ding, Jicong Fan3 citations
  36. Find What You Want: Learning Demand-conditioned Object Attribute Space for Demand-driven Navigation ↗Hongcheng Wang, Andy Guan Hong Chen, Xiaoqi Li et al.3 citations
  37. Fine-Grained Theoretical Analysis of Federated Zeroth-Order Optimization ↗Jun Chen, Hong Chen, Bin Gu et al.3 citations
  38. Full-Atom Protein Pocket Design via Iterative Refinement ↗Zaixi Zhang, Zepu Lu, Zhongkai Hao et al.3 citations
  39. GALOPA: Graph Transport Learning with Optimal Plan Alignment ↗Yejiang Wang, Yuhai Zhao, Yejiang Wang et al.3 citations
  40. Gaussian Differential Privacy on Riemannian Manifolds ↗Yangdi Jiang, Xiaotian Chang, Yi Liu et al.3 citations
  41. Gaussian Mixture Solvers for Diffusion Models ↗Hanzhong Guo, Cheng Lu, Fan Bao et al.3 citations
  42. Generalised f-Mean Aggregation for Graph Neural Networks ↗Ryan Kortvelesy, Steven Morad, Amanda Prorok3 citations
  43. Generalized Information-theoretic Multi-view Clustering ↗Weitian Huang, Sirui Yang, Hongmin Cai3 citations
  44. Generalized Logit Adjustment: Calibrating Fine-tuned Models by Removing Label Bias in Foundation Models ↗Beier Zhu, Kaihua Tang, Qianru Sun et al.3 citations
  45. Generalizing Importance Weighting to A Universal Solver for Distribution Shift Problems ↗Tongtong Fang, Nan Lu, Gang Niu et al.3 citations
  46. Generalizing Nonlinear ICA Beyond Structural Sparsity ↗Yujia Zheng, Yujia Zheng3 citations
  47. Gigastep - One Billion Steps per Second Multi-agent Reinforcement Learning ↗Mathias Lechner, Lianhao Yin, Tim Seyde et al.3 citations
  48. Globally solving the Gromov-Wasserstein problem for point clouds in low dimensional Euclidean spaces ↗Martin Ryner, Jan Kronqvist, Johan Karlsson3 citations
  49. Gradient Flossing: Improving Gradient Descent through Dynamic Control of Jacobians ↗Rainer Engelken3 citations
  50. Gradient-Free Kernel Stein Discrepancy ↗Matthew Fisher, Chris J. Oates3 citations
  51. Graph Neural Networks for Road Safety Modeling: Datasets and Evaluations for Accident Analysis ↗Abhinav Nippani, Dongyue Li, Haotian Ju et al.3 citations
  52. HT-Step: Aligning Instructional Articles with How-To Videos ↗Triantafyllos Afouras, Effrosyni Mavroudi, Tushar Nagarajan et al.3 citations
  53. Handling Data Heterogeneity via Architectural Design for Federated Visual Recognition ↗Sara Pieri, Jose Renato Restom, Samuel Horváth et al.3 citations
  54. Hierarchical Adaptive Value Estimation for Multi-modal Visual Reinforcement Learning ↗Yangru Huang, Peixi Peng, Yifan Zhao et al.3 citations
  55. Hierarchical Randomized Smoothing ↗Yan Scholten, Jan Schuchardt, Aleksandar Bojchevski et al.3 citations
  56. Hokoff: Real Game Dataset from Honor of Kings and its Offline Reinforcement Learning Benchmarks ↗Yun Qu, Boyuan Wang, Jianzhun Shao et al.3 citations
  57. Honesty Is the Best Policy: Defining and Mitigating AI Deception ↗Francis Rhys Ward, Francesca Toni, Francesco Belardinelli et al.3 citations
  58. Human-in-the-Loop Optimization for Deep Stimulus Encoding in Visual Prostheses ↗Jacob Granley, Tristan Fauvel, Matthew Chalk et al.3 citations
  59. Hypervolume Maximization: A Geometric View of Pareto Set Learning ↗Xiaoyuan Zhang, Xi Lin, Bo Xue et al.3 citations
  60. IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL ↗Pascal Leroy, Pablo Morato, Jonathan Pisane et al.3 citations
  61. Imitation Learning from Imperfection: Theoretical Justifications and Algorithms ↗Ziniu Li, Tian Xu, Zeyu Qin et al.3 citations
  62. Implicit variance regularization in non-contrastive SSL ↗Manu Srinath Halvagal, Axel Laborieux, Friedemann Zenke3 citations
  63. Improving Graph Matching with Positional Reconstruction Encoder-Decoder Network ↗Yixiao Zhou, Ruiqi Jia, Hongxiang Lin et al.3 citations
  64. Improving the Privacy and Practicality of Objective Perturbation for Differentially Private Linear Learners ↗Rachel Redberg, Antti Koskela, Yu-Xiang Wang3 citations
  65. Iterative Reachability Estimation for Safe Reinforcement Learning ↗Milan Ganai, Zheng Gong, Chenning Yu et al.3 citations
  66. KAKURENBO: Adaptively Hiding Samples in Deep Neural Network Training ↗Truong Thao Nguyen, Balazs Gerofi, Edgar Josafat Martinez‐Noriega et al.3 citations
  67. Keypoint-Augmented Self-Supervised Learning for Medical Image Segmentation with Limited Annotation ↗Zhangsihao Yang, Mengwei Ren, Kaize Ding et al.3 citations
  68. Label-efficient Segmentation via Affinity Propagation ↗Wentong Li, Yuqian Yuan, Song Wang et al.3 citations
  69. Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions ↗Stefano Massaroli, Michael Poli, Daniel Y. Fu et al.3 citations
  70. Learning Generalizable Agents via Saliency-guided Features Decorrelation ↗Sili Huang, Yanchao Sun, Jifeng Hu et al.3 citations
  71. Learning Layer-wise Equivariances Automatically using Gradients ↗Tycho F. A. van der Ouderaa, Alexander Immer, Mark van der Wilk3 citations
  72. Learning Rule-Induced Subgraph Representations for Inductive Relation Prediction ↗Tianyu Liu, Qitan Lv, Jie Wang et al.3 citations
  73. Learning Shared Safety Constraints from Multi-task Demonstrations ↗Konwoo Kim, Gokul Swamy, Zuxin Liu et al.3 citations
  74. Learning to Modulate pre-trained Models in RL ↗Thomas Schmied, Markus Hofmarcher, Fabian Paischer et al.3 citations
  75. Learning via Wasserstein-Based High Probability Generalisation Bounds ↗Paul Viallard, Maxime Haddouche, Umut Şimşekli et al.3 citations
  76. Learning with Explanation Constraints ↗Rattana Pukdee, Dylan Sam, J. Zico Kolter et al.3 citations
  77. LightSpeed: Light and Fast Neural Light Fields on Mobile Devices ↗Aarush Gupta, Junli Cao, Chaoyang Wang et al.3 citations
  78. Local Convergence of Gradient Methods for Min-Max Games: Partial Curvature Generically Suffices ↗Guillaume Wang, Lénaïc Chizat3 citations
  79. Locality-Aware Generalizable Implicit Neural Representation ↗Doyup Lee, Chiheon Kim, Minsu Cho et al.3 citations
  80. Logarithmic-Regret Quantum Learning Algorithms for Zero-Sum Games ↗Minbo Gao, Zhengfeng Ji, Tongyang Li et al.3 citations
  81. M2SODAI: Multi-Modal Maritime Object Detection Dataset With RGB and Hyperspectral Image Sensors ↗Jonggyu Jang, Sangwoo Oh, Youjin Kim et al.3 citations
  82. MCUFormer: Deploying Vision Tranformers on Microcontrollers with Limited Memory ↗Yinan Liang, ziwei wang, Xiuwei Xu et al.3 citations
  83. MVDoppler: Unleashing the Power of Multi-View Doppler for MicroMotion-based Gait Classification ↗Soheil Hor, Shubo Yang, Jae-Ho Choi et al.3 citations
  84. Massively Multilingual Corpus of Sentiment Datasets and Multi-faceted Sentiment Classification Benchmark ↗Lukasz Augustyniak, Szymon Woźniak, Marcin Gruza et al.3 citations
  85. Metropolis Sampling for Constrained Diffusion Models ↗Nic Fishman, Leo Klarner, Émile Mathieu et al.3 citations
  86. Mind the spikes: Benign overfitting of kernels and neural networks in fixed dimension ↗Moritz Haas, David Holzmüller, Ulrike Von Luxburg A et al.3 citations
  87. MoVie: Visual Model-Based Policy Adaptation for View Generalization ↗Sizhe Yang, Yanjie Ze, Huazhe Xu3 citations
  88. Model-Free Active Exploration in Reinforcement Learning ↗Alessio Russo, Alexandre Proutière3 citations
  89. Model-Free Reinforcement Learning with the Decision-Estimation Coefficient ↗Dylan J. Foster, Noah Golowich, Jian Qian et al.3 citations
  90. Model-enhanced Vector Index ↗Ruiheng Chang, Yujing Wang, Qi Chen et al.3 citations
  91. Momentum Provably Improves Error Feedback! ↗Ilyas Fatkhullin, Alexander Tyurin, Peter Richtárik3 citations
  92. Multi-Objective Intrinsic Reward Learning for Conversational Recommender Systems ↗Zhendong Chu, Nan Wang, Hongning Wang3 citations
  93. Multi-Player Zero-Sum Markov Games with Networked Separable Interactions ↗Chanwoo Park, Kaiqing Zhang, Asuman Ozdaglar3 citations
  94. Multinomial Logistic Regression: Asymptotic Normality on Null Covariates in High-Dimensions ↗Kai Tan, Pierre C. Bellec3 citations
  95. NU-MCC: Multiview Compressive Coding with Neighborhood Decoder and Repulsive UDF ↗Stefan Lionar, Xiangyu Xu, Min Lin et al.3 citations
  96. NeRF Revisited: Fixing Quadrature Instability in Volume Rendering ↗Mikaela Angelina Uy, Kiyohiro Nakayama, Guandao Yang et al.3 citations
  97. Neural Frailty Machine: Beyond proportional hazard assumption in neural survival regressions ↗Ruofan Wu, Jiawei Qiao, Mingzhe Wu et al.3 citations
  98. Neural Functional Transformers ↗Allan Zhou, Kaien Yang, Yiding Jiang et al.3 citations
  99. Neural Lighting Simulation for Urban Scenes ↗Ava Pun, Gary Sun, Jingkang Wang et al.3 citations
  100. No Train No Gain: Revisiting Efficient Training Algorithms For Transformer-based Language Models ↗Jean Kaddour, Oscar Key, Piotr Nawrot et al.3 citations

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