Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination

5 May 2018

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

50 / 2,000 papers shown

Title
Universal Domain Adaptation through Self SupervisionNeural Information Processing Systems (NeurIPS), 2020 Kuniaki Saito Donghyun Kim Stan Sclaroff Kate Saenko OOD TTA 321 362 0 19 Feb 2020
Convergence of End-to-End Training in Deep Unsupervised Contrastive Learning Zixin Wen SSL 135 3 0 17 Feb 2020
A Simple Framework for Contrastive Learning of Visual RepresentationsInternational Conference on Machine Learning (ICML), 2020 Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 1.2K 22,039 0 13 Feb 2020
Towards Precise Intra-camera Supervised Person Re-identificationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020 Menglin Wang Baisheng Lai Haokun Chen Jianqiang Huang Xiaojin Gong Xiansheng Hua 156 17 0 12 Feb 2020
Optimized Generic Feature Learning for Few-shot Classification across Domains Tonmoy Saikia Thomas Brox Cordelia Schmid VLM 163 50 0 22 Jan 2020
Learning Spatiotemporal Features via Video and Text Pair Discrimination Tianhao Li Limin Wang VGen 132 60 0 16 Jan 2020
Proposal Learning for Semi-Supervised Object DetectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020 Peng Tang Chetan Ramaiah Yan Wang Ran Xu Caiming Xiong 309 106 0 15 Jan 2020
Memorizing Comprehensively to Learn Adaptively: Unsupervised Cross-Domain Person Re-ID with Multi-level Memory Xinyu Zhang Dong Gong Jiewei Cao Chunhua Shen 156 6 0 13 Jan 2020
Pruning Convolutional Neural Networks with Self-Supervision Mathilde Caron Ari S. Morcos Piotr Bojanowski Julien Mairal Armand Joulin SSL 3DPC 129 13 0 10 Jan 2020
Discriminative Clustering with Representation Learning with any Ratio of Labeled to Unlabeled DataStatistics and computing (Stat. Comput.), 2019 Corinne Jones Vincent Roulet Zaïd Harchaoui 293 1 0 30 Dec 2019
Image Enhanced Rotation Prediction for Self-Supervised LearningInternational Conference on Information Photonics (ICIP), 2019 Shin'ya Yamaguchi Sekitoshi Kanai Tetsuya Shioda Shoichiro Takeda 104 14 0 25 Dec 2019
A Probabilistic approach for Learning Embeddings without Supervision U. Dutta Mehrtash Harandi C. Sekhar SSL 158 0 0 17 Dec 2019
Cross-Batch Memory for Embedding LearningComputer Vision and Pattern Recognition (CVPR), 2019 Xun Wang H. Zhang Weilin Huang Matthew R. Scott 297 263 0 14 Dec 2019
ClusterFit: Improving Generalization of Visual RepresentationsComputer Vision and Pattern Recognition (CVPR), 2019 Xueting Yan Ishan Misra Abhinav Gupta Deepti Ghadiyaram D. Mahajan SSL VLM 252 136 0 06 Dec 2019
Self-Supervised Learning of Video-Induced Visual InvariancesComputer Vision and Pattern Recognition (CVPR), 2019 Michael Tschannen Josip Djolonga Marvin Ritter Aravindh Mahendran Xiaohua Zhai N. Houlsby Sylvain Gelly Mario Lucic SSL 293 64 0 05 Dec 2019
Self-Supervised Learning of Pretext-Invariant RepresentationsComputer Vision and Pattern Recognition (CVPR), 2019 Ishan Misra Laurens van der Maaten SSL VLM 274 1,552 0 04 Dec 2019
Unsupervised Deep Metric Learning via Auxiliary Rotation Loss Xuefei Cao Bor-Chun Chen Ser-Nam Lim SSL 85 19 0 16 Nov 2019
Self-supervised Adversarial TrainingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 Kejiang Chen Hang Zhou YueFeng Chen Xiaofeng Mao Yuhong Li Yuan He Hui Xue Weiming Zhang Nenghai Yu GAN SSL 188 25 0 15 Nov 2019
Momentum Contrast for Unsupervised Visual Representation LearningComputer Vision and Pattern Recognition (CVPR), 2019 Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 1.1K 13,836 0 13 Nov 2019
Self-labelling via simultaneous clustering and representation learningInternational Conference on Learning Representations (ICLR), 2019 Yuki M. Asano Christian Rupprecht Andrea Vedaldi SSL 381 837 0 13 Nov 2019
Hierarchical Clustering with Hard-batch Triplet Loss for Person Re-identificationComputer Vision and Pattern Recognition (CVPR), 2019 Kaiwei Zeng 185 291 0 27 Oct 2019
Contrastive Representation DistillationInternational Conference on Learning Representations (ICLR), 2019 Yonglong Tian Dilip Krishnan Phillip Isola 1.2K 1,198 0 23 Oct 2019
SegSort: Segmentation by Discriminative Sorting of SegmentsIEEE International Conference on Computer Vision (ICCV), 2019 Jyh-Jing Hwang Stella X. Yu Jianbo Shi Maxwell D. Collins Tien-Ju Yang Xiao Zhang Liang-Chieh Chen 384 156 0 15 Oct 2019
When Does Self-supervision Improve Few-shot Learning?European Conference on Computer Vision (ECCV), 2019 Jong-Chyi Su Subhransu Maji B. Hariharan 187 186 0 08 Oct 2019
Graph convolutional networks for learning with few clean and many noisy labelsEuropean Conference on Computer Vision (ECCV), 2019 Ahmet Iscen Giorgos Tolias Yannis Avrithis Ondřej Chum Cordelia Schmid SSL 204 23 0 01 Oct 2019
Energy Clustering for Unsupervised Person Re-identificationImage and Vision Computing (IVC), 2019 Kaiwei Zeng 130 23 0 31 Aug 2019
Self-Supervised Representation Learning via Neighborhood-Relational EncodingIEEE International Conference on Computer Vision (ICCV), 2019 Mohammad Sabokrou Mohammad Khalooei Ehsan Adeli SSL 190 36 0 27 Aug 2019
Unsupervised Feature Learning in Remote Sensing Aaron A. Reite Scott Kangas Zackery Steck Steve Goley Jonathan Von Stroh Steven Forsyth SSL 60 3 0 07 Aug 2019
Learning to Adapt Invariance in Memory for Person Re-identificationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 Zhun Zhong Liang Zheng Shaozi Li Shaozi Li Yezhou Yang OOD 204 193 0 01 Aug 2019
Adaptive Exploration for Unsupervised Person Re-Identification Yuhang Ding Hehe Fan Mingliang Xu Yezhou Yang OOD 159 133 0 09 Jul 2019
Contrastive Multiview CodingEuropean Conference on Computer Vision (ECCV), 2019 Yonglong Tian Dilip Krishnan Phillip Isola SSL 619 2,597 0 13 Jun 2019
Unsupervised Learning from Video with Deep Neural EmbeddingsComputer Vision and Pattern Recognition (CVPR), 2019 Chengxu Zhuang Tianwei She A. Andonian Max Sobol Mark Daniel L. K. Yamins SSL 207 63 0 28 May 2019
Local Label Propagation for Large-Scale Semi-Supervised Learning Chengxu Zhuang Xuehao Ding Divyanshu Murli Daniel L. K. Yamins SSL 96 13 0 28 May 2019
Data-Efficient Image Recognition with Contrastive Predictive CodingInternational Conference on Machine Learning (ICML), 2019 Olivier J. Hénaff A. Srinivas J. Fauw Ali Razavi Carl Doersch S. M. Ali Eslami Aaron van den Oord SSL 394 1,515 0 22 May 2019
An Interactive Insight Identification and Annotation Framework for Power Grid Pixel Maps using DenseU-Hierarchical VAE Tianye Zhang Hao Feng Zexian Chen Can Wang Yanhao Huang Yong Tang Wei Chen 69 1 0 22 May 2019
Unsupervised Detection of Distinctive Regions on 3D ShapesACM Transactions on Graphics (TOG), 2019 Xianzhi Li Lequan Yu Chi-Wing Fu Daniel Cohen-Or Pheng-Ann Heng 3DPC 179 20 0 05 May 2019
Unsupervised Pre-Training of Image Features on Non-Curated Data Mathilde Caron Piotr Bojanowski Julien Mairal Armand Joulin SSL 230 9 0 03 May 2019
Scaling and Benchmarking Self-Supervised Visual Representation LearningIEEE International Conference on Computer Vision (ICCV), 2019 Priya Goyal D. Mahajan Abhinav Gupta Ishan Misra SSL 315 421 0 03 May 2019
Unsupervised Deep Learning by Neighbourhood Discovery Jiabo Huang Qi Dong S. Gong Xiatian Zhu SSL 280 159 0 25 Apr 2019
Deep Comprehensive Correlation Mining for Image Clustering Yue Yu Keyu Long Haiwei Yang Chao Qian Cheng Li Zhouchen Lin H. Zha 200 177 0 15 Apr 2019
Unsupervised Embedding Learning via Invariant and Spreading Instance Feature Mang Ye Xu-Yao Zhang PongChi Yuen Shih-Fu Chang SSL 196 623 0 06 Apr 2019
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification Zhun Zhong Liang Zheng Shaozi Li Shaozi Li Yi Yang OOD 187 598 0 03 Apr 2019
Local Aggregation for Unsupervised Learning of Visual Embeddings Chengxu Zhuang Alex Zhai Daniel L. K. Yamins SSL 248 460 0 29 Mar 2019
Unsupervised Tracklet Person Re-IdentificationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 Minxian Li Xiatian Zhu S. Gong 199 180 0 01 Mar 2019
Deep Metric Transfer for Label Propagation with Limited Annotated Data Yinan Han Zhirong Wu Han Hu Stephen Lin 137 67 0 20 Dec 2018
Iterative Projection and Matching: Finding Structure-preserving Representatives and Its Application to Computer Vision M. Joneidi Alireza Zaeemzadeh Nazanin Rahnavard M. Shah 113 18 0 29 Nov 2018
Unsupervised Meta-Learning For Few-Shot Image Classification Siavash Khodadadeh Ladislau Bölöni M. Shah SSL VLM 190 155 0 28 Nov 2018
Improving Generalization via Scalable Neighborhood Component Analysis Zhirong Wu Alexei A. Efros Stella X. Yu BDL 137 149 0 14 Aug 2018
Image classification and retrieval with random depthwise signed convolutional neural networks Yunzhe Xue Usman Roshan OOD 197 2 0 15 Jun 2018
Deep Nets: What have they ever done for Vision? Alan Yuille Chenxi Liu 396 106 0 10 May 2018