Papers citing 'Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination'

Title
Video Understanding as Machine Translation Bruno Korbar Fabio Petroni Rohit Girdhar Lorenzo Torresani SSL 195 29 0 12 Jun 2020
Towards Robust Pattern Recognition: A ReviewProceedings of the IEEE (Proc. IEEE), 2020 Xu-Yao Zhang Cheng-Lin Liu C. Suen OOD HAI 189 125 0 12 Jun 2020
Quasi-Dense Similarity Learning for Multiple Object TrackingComputer Vision and Pattern Recognition (CVPR), 2020 Jiangmiao Pang Linlu Qiu Xia Li Haofeng Chen Qi Li Trevor Darrell Feng Yu VOT 688 439 0 11 Jun 2020
What makes instance discrimination good for transfer learning?International Conference on Learning Representations (ICLR), 2020 Nanxuan Zhao Zhirong Wu Rynson W. H. Lau Stephen Lin SSL 179 179 0 11 Jun 2020
Self-Supervised Relational Reasoning for Representation LearningNeural Information Processing Systems (NeurIPS), 2020 Massimiliano Patacchiola Amos Storkey OOD SSL 227 65 0 10 Jun 2020
Rethinking preventing class-collapsing in metric learning with margin-based losses Elad Levi Tete Xiao Xiaolong Wang Trevor Darrell 108 14 0 09 Jun 2020
Unsupervised Transfer Learning with Self-Supervised Remedy Jiabo Huang S. Gong SSL 201 2 0 08 Jun 2020
Deep Graph Contrastive Representation Learning Yanqiao Zhu Yichen Xu Feng Yu Qiang Liu Shu Wu Liang Wang SSL 271 969 0 07 Jun 2020
Multi-view Contrastive Learning for Online Knowledge Distillation Chuanguang Yang Zhulin An Yongjun Xu 241 26 0 07 Jun 2020
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations John Giorgi Osvald Nitski Bo Wang Gary D. Bader SSL 360 520 0 05 Jun 2020
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID Yixiao Ge Feng Zhu Dapeng Chen Rui Zhao Jiaming Song VLM 388 637 0 04 Jun 2020
Info3D: Representation Learning on 3D Objects using Mutual Information Maximization and Contrastive LearningEuropean Conference on Computer Vision (ECCV), 2020 Aditya Sanghi 3DPC SSL 195 122 0 04 Jun 2020
High-order structure preserving graph neural network for few-shot learningIEEE Internet of Things Journal (IEEE IoT J.), 2020 Guangfeng Lin Ying Yang Y. Fan Xiao-bing Kang Kaiyang Liao Fan Zhao 206 4 0 29 May 2020
Self-supervised Modal and View Invariant Feature Learning Longlong Jing Yucheng Chen Ling Zhang Mingyi He Yingli Tian 3DPC SSL 145 31 0 28 May 2020
CLOCS: Contrastive Learning of Cardiac Signals Across Space, Time, and PatientsInternational Conference on Machine Learning (ICML), 2020 Dani Kiyasseh T. Zhu David Clifton 339 248 0 27 May 2020
SCAN: Learning to Classify Images without LabelsEuropean Conference on Computer Vision (ECCV), 2020 Wouter Van Gansbeke Simon Vandenhende Stamatios Georgoulis Marc Proesmans Luc Van Gool VLM SSL 387 622 0 25 May 2020
What Makes for Good Views for Contrastive Learning? Yonglong Tian Chen Sun Ben Poole Dilip Krishnan Cordelia Schmid Phillip Isola SSL 355 1,478 0 20 May 2020
Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere Tongzhou Wang Phillip Isola SSL 849 2,156 0 20 May 2020
Weakly Supervised Representation Learning with Coarse Labels Yuanhong Xu Qi Qian Hao Li Rong Jin Juhua Hu SSL 123 9 0 19 May 2020
CERT: Contrastive Self-supervised Learning for Language Understanding Hongchao Fang Sicheng Wang Meng Zhou Jiayuan Ding P. Xie ELM SSL 185 368 0 16 May 2020
Prototypical Contrastive Learning of Unsupervised Representations Junnan Li Pan Zhou Caiming Xiong Guosheng Lin SSL DRL 635 1,091 0 11 May 2020
DiVA: Diverse Visual Feature Aggregation for Deep Metric LearningEuropean Conference on Computer Vision (ECCV), 2020 Timo Milbich Karsten Roth Homanga Bharadhwaj Samarth Sinha Yoshua Bengio Bjorn Ommer Joseph Paul Cohen 263 74 0 28 Apr 2020
Audio-Visual Instance Discrimination with Cross-Modal AgreementComputer Vision and Pattern Recognition (CVPR), 2020 Pedro Morgado Nuno Vasconcelos Ishan Misra SSL 294 294 0 27 Apr 2020
Extending and Analyzing Self-Supervised Learning Across DomainsEuropean Conference on Computer Vision (ECCV), 2020 Bram Wallace B. Hariharan SSL 143 43 0 24 Apr 2020
Supervised Contrastive Learning Prannay Khosla Piotr Teterwak Chen Wang Aaron Sarna Yonglong Tian Phillip Isola Aaron Maschinot Ce Liu Dilip Krishnan SSL 838 5,468 0 23 Apr 2020
Unsupervised Person Re-identification via Multi-label ClassificationComputer Vision and Pattern Recognition (CVPR), 2020 Dongkai Wang Shiliang Zhang 135 399 0 20 Apr 2020
LSM: Learning Subspace Minimization for Low-level VisionComputer Vision and Pattern Recognition (CVPR), 2020 Chengzhou Tang Lu Yuan P. Tan 132 15 0 20 Apr 2020
A Transductive Approach for Video Object SegmentationComputer Vision and Pattern Recognition (CVPR), 2020 Yizhuo Zhang Zhirong Wu Houwen Peng Stephen Lin VOS 219 120 0 15 Apr 2020
Distilling Localization for Self-Supervised Representation LearningAAAI Conference on Artificial Intelligence (AAAI), 2020 Nanxuan Zhao Zhirong Wu Rynson W. H. Lau Stephen Lin SSL 275 58 0 14 Apr 2020
CURL: Contrastive Unsupervised Representations for Reinforcement LearningInternational Conference on Machine Learning (ICML), 2020 A. Srinivas Michael Laskin Pieter Abbeel SSL DRL OffRL 447 1,194 0 08 Apr 2020
Unsupervised Person Re-identification via Softened Similarity LearningComputer Vision and Pattern Recognition (CVPR), 2020 Yutian Lin Lingxi Xie Yu Wu C. Yan Qi Tian 116 281 0 07 Apr 2020
Steering Self-Supervised Feature Learning Beyond Local Pixel StatisticsComputer Vision and Pattern Recognition (CVPR), 2020 Simon Jenni Hailin Jin Paolo Favaro SSL 150 50 0 05 Apr 2020
How Useful is Self-Supervised Pretraining for Visual Tasks?Computer Vision and Pattern Recognition (CVPR), 2020 Alejandro Newell Gaowen Liu SSL 184 145 0 31 Mar 2020
Edge Guided GANs with Contrastive Learning for Semantic Image SynthesisInternational Conference on Learning Representations (ICLR), 2020 Hao Tang Xiaojuan Qi Guolei Sun Dan Xu Andrii Zadaianchuk Radu Timofte Luc Van Gool GAN 230 13 0 31 Mar 2020
Laplacian Denoising Autoencoder Jianbo Jiao Linchao Bao Yunchao Wei Shengfeng He Humphrey Shi Rynson W. H. Lau Thomas S. Huang SSL 105 3 0 30 Mar 2020
Improving out-of-distribution generalization via multi-task self-supervised pretraining Isabela Albuquerque Nikhil Naik Junnan Li N. Keskar R. Socher SSL OOD 158 44 0 30 Mar 2020
Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point CloudsComputer Vision and Pattern Recognition (CVPR), 2020 Yongming Rao Jiwen Lu Jie Zhou 3DPC 142 144 0 29 Mar 2020
Exploit Clues from Views: Self-Supervised and Regularized Learning for Multiview Object RecognitionComputer Vision and Pattern Recognition (CVPR), 2020 Chih-Hui Ho Bo Liu Tz-Ying Wu Nuno Vasconcelos 154 8 0 28 Mar 2020
Semantic Implicit Neural Scene Representations With Semi-Supervised Training Amit Kohli Vincent Sitzmann Gordon Wetzstein 3DPC 155 14 0 28 Mar 2020
Are Labels Necessary for Neural Architecture Search?European Conference on Computer Vision (ECCV), 2020 Chenxi Liu Piotr Dollár Kaiming He Ross B. Girshick Alan Yuille Saining Xie 171 78 0 26 Mar 2020
Towards Backward-Compatible Representation LearningComputer Vision and Pattern Recognition (CVPR), 2020 Yantao Shen Yuanjun Xiong Wei Xia Stefano Soatto 218 91 0 26 Mar 2020
Temporally Coherent Embeddings for Self-Supervised Video Representation LearningInternational Conference on Pattern Recognition (ICPR), 2020 Joshua Knights Ben Harwood Daniel Ward Anthony Vanderkop Olivia Mackenzie-Ross Peyman Moghadam AI4TS 329 39 0 21 Mar 2020
Cross-domain Self-supervised Learning for Domain Adaptation with Few Source Labels Donghyun Kim Kuniaki Saito Tae-Hyun Oh Bryan A. Plummer Stan Sclaroff Kate Saenko SSL 125 48 0 18 Mar 2020
Watching the World Go By: Representation Learning from Unlabeled Videos Daniel Gordon Kiana Ehsani Dieter Fox Ali Farhadi SSL AI4TS 155 92 0 18 Mar 2020
Domain Adaptive Ensemble LearningIEEE Transactions on Image Processing (TIP), 2020 Kaiyang Zhou Yongxin Yang Yu Qiao Tao Xiang OOD 360 339 0 16 Mar 2020
Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation LearningAAAI Conference on Artificial Intelligence (AAAI), 2020 Zhiqiang Shen Zechun Liu Zhuang Liu Marios Savvides Trevor Darrell Eric P. Xing OCL SSL 315 113 0 11 Mar 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 911 3,753 0 09 Mar 2020
On Compositions of Transformations in Contrastive Self-Supervised LearningIEEE International Conference on Computer Vision (ICCV), 2020 Mandela Patrick Yuki M. Asano Polina Kuznetsova Ruth C. Fong João F. Henriques Geoffrey Zweig Andrea Vedaldi 208 53 0 09 Mar 2020
Affinity guided Geometric Semi-Supervised Metric Learning U. Dutta Mehrtash Harandi C. Sekhar 151 2 0 27 Feb 2020
A Comprehensive Approach to Unsupervised Embedding Learning based on AND Algorithm Sungwon Han Yizhan Xu Sungwon Park M. Cha Cheng-Te Li SSL 108 3 0 26 Feb 2020