Unsupervised Learning of Visual Features by Contrasting Cluster Assignments

17 June 2020

Papers citing "Unsupervised Learning of Visual Features by Contrasting Cluster Assignments"

50 / 2,457 papers shown

Title
Complementary Relation Contrastive Distillation Jinguo Zhu Shixiang Tang Dapeng Chen Shijie Yu Yakun Liu A. Yang M. Rong Xiaohua Wang 48 78 0 29 Mar 2021
Self-Supervised Learning in Multi-Task Graphs through Iterative Consensus Shift Emanuela Haller Elena Burceanu Marius Leordeanu SSL 32 2 0 26 Mar 2021
Adversarial Attacks are Reversible with Natural Supervision Chengzhi Mao Mia Chiquer Hao Wang Junfeng Yang Carl Vondrick BDL AAML 52 56 0 26 Mar 2021
Self-Supervised Training Enhances Online Continual Learning Jhair Gallardo Tyler L. Hayes Christopher Kanan CLL 50 68 0 25 Mar 2021
Contrasting Contrastive Self-Supervised Representation Learning Pipelines Klemen Kotar Gabriel Ilharco Ludwig Schmidt Kiana Ehsani Roozbeh Mottaghi SSL 74 46 0 25 Mar 2021
Rethinking Self-Supervised Learning: Small is Beautiful Yun Cao Jianxin Wu SSL 26 21 0 25 Mar 2021
A Broad Study on the Transferability of Visual Representations with Contrastive Learning Ashraful Islam Chun-Fu Chen Yikang Shen Leonid Karlinsky Richard J. Radke Rogerio Feris SSL 97 113 0 24 Mar 2021
Can Vision Transformers Learn without Natural Images? Kodai Nakashima Hirokatsu Kataoka Asato Matsumoto K. Iwata Nakamasa Inoue ViT 32 34 0 24 Mar 2021
Region Similarity Representation Learning Tete Xiao Colorado Reed Xiaolong Wang Kurt Keutzer Trevor Darrell VLM SSL 54 117 0 24 Mar 2021
Characterizing and Improving the Robustness of Self-Supervised Learning through Background Augmentations Chaitanya K. Ryali D. Schwab Ari S. Morcos SSL 49 9 0 23 Mar 2021
Self-Supervised Pretraining Improves Self-Supervised Pretraining Colorado Reed Xiangyu Yue Aniruddha Nrusimha Sayna Ebrahimi Vivek Vijaykumar ... Shanghang Zhang Devin Guillory Sean L. Metzger Kurt Keutzer Trevor Darrell 52 108 0 23 Mar 2021
Self-supervised representation learning from 12-lead ECG data Temesgen Mehari Nils Strodthoff SSL 36 141 0 23 Mar 2021
Unsupervised domain adaptation via coarse-to-fine feature alignment method using contrastive learning Shiyu Tang Peijun Tang Yanxiang Gong Zheng Ma M. Xie 29 6 0 23 Mar 2021
Group-aware Label Transfer for Domain Adaptive Person Re-identification Kecheng Zheng Wu Liu Lingxiao He Tao Mei Jiebo Luo Zhengjun Zha 56 156 0 23 Mar 2021
Supervised Contrastive Replay: Revisiting the Nearest Class Mean Classifier in Online Class-Incremental Continual Learning Zheda Mai Ruiwen Li Hyunwoo J. Kim Scott Sanner CLL 57 184 0 22 Mar 2021
Cluster Contrast for Unsupervised Person Re-Identification Zuozhuo Dai Guangyuan Wang Weihao Yuan Xiaoli Liu Siyu Zhu P. Tan 41 214 0 22 Mar 2021
Conditional Frechet Inception Distance Michael Soloveitchik Tzvi Diskin E. Morin A. Wiesel EGVM 42 33 0 21 Mar 2021
Self-supervised Representation Learning with Relative Predictive Coding Yao-Hung Hubert Tsai Martin Q. Ma Muqiao Yang Han Zhao Louis-Philippe Morency Ruslan Salakhutdinov SSL AI4TS 45 37 0 21 Mar 2021
Self-Supervised Classification Network Elad Amrani Leonid Karlinsky A. Bronstein SSL 49 28 0 19 Mar 2021
Efficient Visual Pretraining with Contrastive Detection Olivier J. Hénaff Skanda Koppula Jean-Baptiste Alayrac Aaron van den Oord Oriol Vinyals João Carreira VLM SSL 56 163 0 19 Mar 2021
UniMoCo: Unsupervised, Semi-Supervised and Full-Supervised Visual Representation Learning Zhigang Dai Bolun Cai Yugeng Lin Junying Chen SSL 35 6 0 19 Mar 2021
Space-Time Crop & Attend: Improving Cross-modal Video Representation Learning Mandela Patrick Yuki M. Asano Bernie Huang Ishan Misra Florian Metze Joao Henriques Andrea Vedaldi AI4TS 57 34 0 18 Mar 2021
Training GANs with Stronger Augmentations via Contrastive Discriminator Jongheon Jeong Jinwoo Shin 40 65 0 17 Mar 2021
An Efficient Method for the Classification of Croplands in Scarce-Label Regions H. Ghaffari 22 1 0 17 Mar 2021
SPICE: Semantic Pseudo-labeling for Image Clustering Chuang Niu Hongming Shan Ge Wang VLM 70 149 0 17 Mar 2021
Information Maximization Clustering via Multi-View Self-Labelling Foivos Ntelemis Yaochu Jin S. Thomas SSL 28 26 0 12 Mar 2021
Fast and Accurate Model Scaling Piotr Dollár Mannat Singh Ross B. Girshick 47 98 0 11 Mar 2021
Spatially Consistent Representation Learning Byungseok Roh Wuhyun Shin Ildoo Kim Sungwoong Kim SSL 45 89 0 10 Mar 2021
Deeply Unsupervised Patch Re-Identification for Pre-training Object Detectors Jian Ding Enze Xie Hang Xu Chenhan Jiang Zhenguo Li Ping Luo Guisong Xia 32 16 0 08 Mar 2021
Self-Supervised Longitudinal Neighbourhood Embedding J. Ouyang Qingyu Zhao Ehsan Adeli E. Sullivan A. Pfefferbaum Greg Zaharchuk K. Pohl 35 20 0 05 Mar 2021
CoDeGAN: Contrastive Disentanglement for Generative Adversarial Network Lili Pan Peijun Tang Zhiyong Chen Zenglin Xu GAN DRL 40 6 0 05 Mar 2021
Barlow Twins: Self-Supervised Learning via Redundancy Reduction Jure Zbontar Li Jing Ishan Misra Yann LeCun Stéphane Deny SSL 223 2,321 0 04 Mar 2021
SVMax: A Feature Embedding Regularizer Ahmed Taha Alex Hanson Abhinav Shrivastava L. Davis 34 0 0 04 Mar 2021
Deep Clustering by Semantic Contrastive Learning Jiabo Huang S. Gong 37 15 0 03 Mar 2021
Self-supervised Pretraining of Visual Features in the Wild Priya Goyal Mathilde Caron Benjamin Lefaudeux Min Xu Pengchao Wang ... Mannat Singh Vitaliy Liptchinsky Ishan Misra Armand Joulin Piotr Bojanowski VLM SSL 50 272 0 02 Mar 2021
Axiomatic Explanations for Visual Search, Retrieval, and Similarity Learning Mark Hamilton Scott M. Lundberg Lei Zhang Stephanie Fu William T. Freeman FAtt 60 10 0 28 Feb 2021
Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation Inseop Chung Daesik Kim Nojun Kwak 32 15 0 25 Feb 2021
Highly Efficient Representation and Active Learning Framework and Its Application to Imbalanced Medical Image Classification Heng Hao H. Moon Sima Didari J. Woo P. Bangert AI4TS 22 0 0 25 Feb 2021
Clustering Aware Classification for Risk Prediction and Subtyping in Clinical Data Shivin Srivastava Siddharth Bhatia Lingxiao Huang Lim Jun Heng Kenji Kawaguchi Vaibhav Rajan CML 16 0 0 23 Feb 2021
Reinforcement Learning with Prototypical Representations Denis Yarats Rob Fergus A. Lazaric Lerrel Pinto SSL 46 221 0 22 Feb 2021
A Theory of Label Propagation for Subpopulation Shift Tianle Cai Ruiqi Gao Jason D. Lee Qi Lei 48 49 0 22 Feb 2021
Mine Your Own vieW: Self-Supervised Learning Through Across-Sample Prediction Mehdi Azabou M. G. Azar Ran Liu Chi-Heng Lin Erik C. Johnson ... Lindsey Kitchell Keith B. Hengen William R. Gray Roncal Michal Valko Eva L. Dyer AI4TS 59 56 0 19 Feb 2021
Contrastive Pre-training for Imbalanced Corporate Credit Ratings Bojing Feng Wenfang Xue SSL 16 7 0 18 Feb 2021
S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-bit Neural Networks via Guided Distribution Calibration Zhiqiang Shen Zechun Liu Jie Qin Lei Huang Kwang-Ting Cheng Marios Savvides UQCV SSL MQ 275 22 0 17 Feb 2021
Sinkhorn Label Allocation: Semi-Supervised Classification via Annealed Self-Training Kai Sheng Tai Peter Bailis Gregory Valiant OT 52 43 0 17 Feb 2021
Instance Localization for Self-supervised Detection Pretraining Ceyuan Yang Zhirong Wu Bolei Zhou Stephen Lin ViT SSL 123 148 0 16 Feb 2021
Self-Supervised Features Improve Open-World Learning A. Dhamija T. Ahmad Jonathan Schwan Mohsen Jafarzadeh Chunchun Li Terrance E. Boult SSL 51 13 0 15 Feb 2021
Understanding Negative Samples in Instance Discriminative Self-supervised Representation Learning Kento Nozawa Issei Sato SSL 65 45 0 13 Feb 2021
Understanding self-supervised Learning Dynamics without Contrastive Pairs Yuandong Tian Xinlei Chen Surya Ganguli SSL 181 282 0 12 Feb 2021
Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regularized Fine-Tuning Yifan Zhang Bryan Hooi Dapeng Hu Jian Liang Jiashi Feng 90 64 0 12 Feb 2021