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NeurIPS 2022: all accepted papers

2,834 papers · page 5 of 29 · the most cited first · ← NeurIPS 2022

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  1. EgoTaskQA: Understanding Human Tasks in Egocentric Videos ↗Baoxiong Jia, Ting Lei, Song Chun Zhu et al.23 citations
  2. Error Correction Code Transformer ↗Yoni Choukroun, Lior Wolf23 citations
  3. Exploring Example Influence in Continual Learning ↗Qing Yong Sun, Fan Lyu, Fanhua Shang et al.23 citations
  4. LASSIE: Learning Articulated Shapes from Sparse Image Ensemble Via 3D Part Discovery ↗Chun-Han Yao, Wei-Chih Hung, Yuanzhen Li et al.23 citations
  5. Learning Best Combination for Efficient N:M Sparsity ↗Yuxin Zhang, Mingbao Lin, Ke Li et al.23 citations
  6. Learning to Branch with Tree MDPs ↗Lara Scavuzzo, Feng Chen, Didier Chételat et al.23 citations
  7. Molecule Generation by Principal Subgraph Mining and Assembling ↗Xiangzhe Kong, Wenbing Huang, Zhixing Tan et al.23 citations
  8. Multi-Scale Adaptive Network for Single Image Denoising ↗Yuanbiao Gou, Peng Fei Hu, Jiancheng Lv et al.23 citations
  9. OrdinalCLIP: Learning Rank Prompts for Language-Guided Ordinal Regression ↗Wanhua Li, Xiaoke Huang, Zheng Zhu et al.23 citations
  10. Peripheral Vision Transformer ↗Juhong Min, Yucheng Zhao, Chong Luo et al.23 citations
  11. Semantic Probabilistic Layers for Neuro-Symbolic Learning ↗Kareem Ahmed, Stefano Teso, Kaiwei CHANG et al.23 citations
  12. Semi-Supervised Vision Transformers at Scale ↗Zhaowei Cai, Avinash Ravichandran, Paolo Favaro et al.23 citations
  13. Sharpness-Aware Training for Free ↗Jiawei Du, Daquan Zhou, Jiashi Feng et al.23 citations
  14. Towards Learning Universal Hyperparameter Optimizers with Transformers ↗Yutian Chen, Xingyou Song, Chansoo Lee et al.23 citations
  15. Training Spiking Neural Networks with Local Tandem Learning ↗Qu Yang, Jibin Wu, Malu Zhang et al.23 citations
  16. Uncovering the Structural Fairness in Graph Contrastive Learning ↗Ruijia Wang, Xiao Wang, Chuan Shi et al.23 citations
  17. WT-MVSNet: Window-Based Transformers for Multi-View Stereo ↗Jinli Liao, Yikang Ding, Yoli Shavit et al.23 citations
  18. xView3-SAR: Detecting Dark Fishing Activity Using Synthetic Aperture Radar Imagery ↗Fernando S. Paolo, Tsu-ting Tim Lin, Ritwik Gupta et al.23 citations
  19. Bayesian Optimization Over Discrete and Mixed Spaces Via Probabilistic Reparameterization ↗Samuel Daulton, Xingchen Wan, David Eriksson et al.22 citations
  20. Boosting Out-Of-Distribution Detection with Typical Features ↗Yao Zhu, Yuefeng Chen, Chuanlong Xie et al.22 citations
  21. Deep Ensembles Work, but Are They Necessary? ↗Taiga Abe, Estefany Kelly Buchanan, Geoff Pleiss et al.22 citations
  22. EvenNet: Ignoring Odd-Hop Neighbors Improves Robustness of Graph Neural Networks ↗Runlin Lei, Zhen Wang, Yaliang Li et al.22 citations
  23. Incorporating Bias-Aware Margins into Contrastive Loss for Collaborative Filtering ↗An Zhang, Wenchang Ma, Xiang Wang et al.22 citations
  24. Mask Matching Transformer for Few-Shot Segmentation ↗Siyu Jiao, Gengwei Zhang, Shant Navasardyan et al.22 citations
  25. Neural Lyapunov Control of Unknown Nonlinear Systems with Stability Guarantees ↗Ruikun Zhou, Thanin Quartz, Hans De Sterck et al.22 citations
  26. Neural Surface Reconstruction of Dynamic Scenes with Monocular RGB-D Camera ↗Hongrui Cai, Wanquan Feng, Xuetao Feng et al.22 citations
  27. On the Difficulty of Learning Chaotic Dynamics with RNNs ↗Jonas M. Mikhaeil, Zahra Monfared, Daniel Durstewitz22 citations
  28. Perceptual Attacks of No-Reference Image Quality Models with Human-In-The-Loop ↗Weixia Zhang, Dingquan Li, Xiongkuo Min et al.22 citations
  29. Reinforcement Learning with Neural Radiance Fields ↗Danny Driess, Ingmar Schubert, Pete Florence et al.22 citations
  30. Rethinking the Compositionality of Point Clouds Through Regularization in the Hyperbolic Space ↗Antonio Montanaro, Diego Valsesia, Enrico Magli22 citations
  31. Revisiting Sparse Convolutional Model for Visual Recognition ↗Xili Dai, Mingyang Li, Pengyuan Zhai et al.22 citations
  32. SCAMPS: Synthetics for Camera Measurement of Physiological Signals ↗Daniel McDuff, Miah Wander, Xin Liu et al.22 citations
  33. Spatial Pruned Sparse Convolution for Efficient 3D Object Detection ↗Jianhui Liu, Yukang Chen, Xiaojuan Qi et al.22 citations
  34. Variational Model Perturbation for Source-Free Domain Adaptation ↗Mengmeng Jing, Xiantong Zhen, Jingjing Li et al.22 citations
  35. Active Learning Through a Covering Lens ↗Ofer Yehuda, Avihu Dekel, Guy Hacohen et al.21 citations
  36. DDXPlus: A New Dataset for Automatic Medical Diagnosis ↗Arsène Fansi Tchango, Rishab Goel, Zhi Wen et al.21 citations
  37. DGraph: A Large-Scale Financial Dataset for Graph Anomaly Detection ↗Xuanwen Huang, Yang Yang, Yang Wang et al.21 citations
  38. Diffusion-Based Molecule Generation with Informative Prior Bridges ↗Lemeng Wu, Chengyue Gong, Xingchao Liu et al.21 citations
  39. Embodied Scene-Aware Human Pose Estimation ↗Zhengyi Luo, Shun Iwase, Ye Yuan et al.21 citations
  40. End-To-End Symbolic Regression with Transformers ↗Pierre-Alexandre Kamienny, Stéphane d’Ascoli, Guillaume Lample et al.21 citations
  41. Few-Shot Audio-Visual Learning of Environment Acoustics ↗Sagnik Majumder, Changan Chen, Ziad Al-Halah et al.21 citations
  42. Iron: Private Inference on Transformers ↗Meng Hao, Hongwei Li, Hanxiao Chen et al.21 citations
  43. Learning from Future: A Novel Self-Training Framework for Semantic Segmentation ↗Ye Du, Yujun Shen, Haochen Wang et al.21 citations
  44. Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-Of-Experts ↗Tao Zhong, Zhixiang Chi, Li Gu et al.21 citations
  45. MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge ↗Linxi Fan, Guanzhi Wang, Yunfan Jiang et al.21 citations
  46. Mix and Reason: Reasoning Over Semantic Topology with Data Mixing for Domain Generalization ↗Chaoqi Chen, Luyao TANG, Feng Liu et al.21 citations
  47. Multi-LexSum: Real-World Summaries of Civil Rights Lawsuits at Multiple Granularities ↗Zejiang Shen, Kyle Lo, Lauren Yu et al.21 citations
  48. Not Too Little, Not Too Much: A Theoretical Analysis of Graph (over)smoothing ↗Nicolas Keriven21 citations
  49. On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning ↗Lorenzo Bonicelli, Matteo Boschini, Angelo Porrello et al.21 citations
  50. Pre-Trained Image Encoder for Generalizable Visual Reinforcement Learning ↗Zhecheng Yuan, Zhengrong Xue, Bo Yuan et al.21 citations
  51. Revisiting Graph Contrastive Learning from the Perspective of Graph Spectrum ↗Nian Liu, Xiao Wang, Deyu Bo et al.21 citations
  52. Semantic Exploration from Language Abstractions and Pretrained Representations ↗Allison C. Tam, Neil C. Rabinowitz, Andrew K. Lampinen et al.21 citations
  53. Supervised Training of Conditional Monge Maps ↗Charlotte Bunne, Andreas Krause, Marco Cuturi21 citations
  54. Tensor Program Optimization with Probabilistic Programs ↗Junru Shao, Xiyou Zhou, Siyuan Feng et al.21 citations
  55. Text-Adaptive Multiple Visual Prototype Matching for Video-Text Retrieval ↗Chengzhi Lin, Ancong Wu, Junwei Liang et al.21 citations
  56. ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints ↗Yinpeng Dong, Shouwei Ruan, Hang Su et al.21 citations
  57. CASA: Category-Agnostic Skeletal Animal Reconstruction ↗Yuefan Wu, Zeyuan Chen, Shaowei Liu et al.20 citations
  58. CryptoGCN: Fast and Scalable Homomorphically Encrypted Graph Convolutional Network Inference ↗Ran Ran, Wei Wang, Gang Quan et al.20 citations
  59. Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models ↗Boxin Wang, Wei Ping, Chaowei Xiao et al.20 citations
  60. GOOD: A Graph Out-Of-Distribution Benchmark ↗Shurui Gui, Xiner Li, Limei Wang et al.20 citations
  61. Grow and Merge: A Unified Framework for Continuous Categories Discovery ↗Xinwei Zhang, Jianwen Jiang, Yutong Feng et al.20 citations
  62. If Influence Functions Are the Answer, Then What is the Question? ↗Juhan Bae, Nathan Ng, Alston Lo et al.20 citations
  63. Improving Intrinsic Exploration with Language Abstractions ↗Jesse Mu, Victor Zhong, Roberta Răileanu et al.20 citations
  64. In Defense of the Unitary Scalarization for Deep Multi-Task Learning ↗Vitaly Kurin, Alessandro De Palma, Ilya Kostrikov et al.20 citations
  65. Iterative Scene Graph Generation ↗Siddhesh Khandelwal, Leonid Sigal20 citations
  66. Margin-Based Few-Shot Class-Incremental Learning with Class-Level Overfitting Mitigation ↗Yixiong Zou, Shanghang Zhang, Yuhua Li et al.20 citations
  67. NeMF: Neural Motion Fields for Kinematic Animation ↗Chengan He, Jun Saito, James Zachary et al.20 citations
  68. RAMBO-RL: Robust Adversarial Model-Based Offline Reinforcement Learning ↗Marc P. Rigter, Bruno Lacerda, Nick Hawes20 citations
  69. Sampling with Riemannian Hamiltonian Monte Carlo in a Constrained Space ↗Yunbum Kook, Yin-Tat Lee, Ruoqi Shen et al.20 citations
  70. TVLT: Textless Vision-Language Transformer ↗Zineng Tang, Jaemin Cho, Yixin Nie et al.20 citations
  71. Trajectory Balance: Improved Credit Assignment in GFlowNets ↗Nikolay Malkin, Moksh Jain, Emmanuel Bengio et al.20 citations
  72. Weakly Supervised Causal Representation Learning ↗Johann Brehmer, Pim de Haan, Phillip Lippe et al.20 citations
  73. WeightedSHAP: Analyzing and Improving Shapley Based Feature Attributions ↗Yongchan Kwon, James Zou20 citations
  74. ZIN: When and How to Learn Invariance Without Environment Partition? ↗Yong Lin, Shengyu Zhu, Lu Tan et al.20 citations
  75. A Multi-Task Benchmark for Korean Legal Language Understanding and Judgement Prediction ↗Wonseok Hwang, Dongjun Lee, Kyoungyeon Cho et al.19 citations
  76. ACIL: Analytic Class-Incremental Learning with Absolute Memorization and Privacy Protection ↗Huiping Zhuang, Zhenyu Weng, Hongxin Wei et al.19 citations
  77. Breaking Bad: A Dataset for Geometric Fracture and Reassembly ↗Silvia Sellán, Yunchun Chen, Ziyi Wu et al.19 citations
  78. C-Mixup: Improving Generalization in Regression ↗Huaxiu Yao, Yiping Wang, Linjun Zhang et al.19 citations
  79. Controllable 3D Face Synthesis with Conditional Generative Occupancy Fields ↗Keqiang Sun, Shangzhe Wu, Zhaoyang Huang et al.19 citations
  80. Deep Hierarchical Planning from Pixels ↗Danijar Hafner, Kuang-Huei Lee, Ian Fischer et al.19 citations
  81. Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation ↗Lin Chen, Zhixiang Wei, Xin Jin et al.19 citations
  82. FairVFL: A Fair Vertical Federated Learning Framework with Contrastive Adversarial Learning ↗Tao Qi, Fangzhao Wu, Chuhan Wu et al.19 citations
  83. HSurf-Net: Normal Estimation for 3D Point Clouds by Learning Hyper Surfaces ↗Qing Li, Yu-Shen Liu, Jin-San Cheng et al.19 citations
  84. Learning Generalizable Models for Vehicle Routing Problems Via Knowledge Distillation ↗Jieyi Bi, Yining Ma, Jiahai Wang et al.19 citations
  85. Make Sharpness-Aware Minimization Stronger: A Sparsified Perturbation Approach ↗Peng Mi, Li Shen, Tianhe Ren et al.19 citations
  86. Meta-Auto-Decoder for Solving Parametric Partial Differential Equations ↗Xiang Huang, Zhanhong Ye, Hongsheng Liu et al.19 citations
  87. NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies ↗Arjun Krishnakumar, Colin White, Arber Zela et al.19 citations
  88. Non-Identifiability and the Blessings of Misspecification in Models of Molecular Fitness ↗Eli N. Weinstein, Alan Amin, Jonathan Frazer et al.19 citations
  89. Parameter-Free Dynamic Graph Embedding for Link Prediction ↗Jiahao Liu, Dongsheng Li, Hansu Gu et al.19 citations
  90. Polyhistor: Parameter-Efficient Multi-Task Adaptation for Dense Vision Tasks ↗Yen‐Cheng Liu, Chih‐Yao Ma, Junjiao Tian et al.19 citations
  91. Probable Domain Generalization Via Quantile Risk Minimization ↗Cian Eastwood, Alexander Robey, Shashank Singh et al.19 citations
  92. Quantized Training of Gradient Boosting Decision Trees ↗Yu Shi, Guolin Ke, Zhuoming Chen et al.19 citations
  93. Self-Consistent Dynamical Field Theory of Kernel Evolution in Wide Neural Networks ↗Blake Bordelon, Cengiz Pehlevan19 citations
  94. Self-Supervised Learning of Brain Dynamics from Broad Neuroimaging Data ↗Armin W. Thomas, Christopher Ré, Russell Alan Poldrack19 citations
  95. Sleeper Agent: Scalable Hidden Trigger Backdoors for Neural Networks Trained from Scratch ↗Hossein Souri, Liam H Fowl, Rama Chellappa et al.19 citations
  96. The Stability-Efficiency Dilemma: Investigating Sequence Length Warmup for Training GPT Models ↗Conglong Li, Minjia Zhang, Yuxiong He19 citations
  97. Unsupervised Cross-Task Generalization Via Retrieval Augmentation ↗Bill Yuchen Lin, Kangmin Tan, Chris Miller et al.19 citations
  98. mRI: Multi-Modal 3D Human Pose Estimation Dataset Using mmWave, RGB-D, and Inertial Sensors ↗Sizhe An, Yin Li, Umit Yusuf Ogras19 citations
  99. u-HuBERT: Unified Mixed-Modal Speech Pretraining and Zero-Shot Transfer to Unlabeled Modality ↗Wei-Ning Hsu, Bowen Shi19 citations
  100. A Closer Look at Prototype Classifier for Few-Shot Image Classification ↗Mingcheng Hou, Issei Sato18 citations

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