A Survey on Contrastive Self-supervised Learning

31 October 2020

Papers citing "A Survey on Contrastive Self-supervised Learning"

27 / 477 papers shown

Title
Global and Local Contrastive Self-Supervised Learning for Semantic Segmentation of HR Remote Sensing Images Haifeng Li Yi Li Guo Zhang Ruoyun Liu Haozhe Huang Qing Zhu Chao Tao SSL 27 114 0 20 Jun 2021
Unsupervised Automatic Speech Recognition: A Review Hanan Aldarmaki Asad Ullah Nazar Zaki VLM SSL 39 57 0 09 Jun 2021
Understand and Improve Contrastive Learning Methods for Visual Representation: A Review Ran Liu SSL 29 12 0 06 Jun 2021
Points2Polygons: Context-Based Segmentation from Weak Labels Using Adversarial Networks K. Yu Hakeem Frank Daniel Wilson 30 1 0 05 Jun 2021
Self-Guided Contrastive Learning for BERT Sentence Representations Taeuk Kim Kang Min Yoo Sang-goo Lee SSL 39 202 0 03 Jun 2021
GraphVICRegHSIC: Towards improved self-supervised representation learning for graphs with a hyrbid loss function Sayan Nag SSL 30 0 0 25 May 2021
Self-Supervised Learning of Remote Sensing Scene Representations Using Contrastive Multiview Coding Vladan Stojnić Vladimir Risojević SSL 25 109 0 14 Apr 2021
Self-Supervised Learning for Gastritis Detection with Gastric X-ray Images Guang Li Ren Togo Takahiro Ogawa Miki Haseyama 33 11 0 07 Apr 2021
Region Similarity Representation Learning Tete Xiao Colorado Reed Xiaolong Wang Kurt Keutzer Trevor Darrell VLM SSL 37 117 0 24 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 37 181 0 22 Mar 2021
Imitation learning for variable speed motion generation over multiple actions Yuki Saigusa Ayumu Sasagawa S. Sakaino T. Tsuji 36 3 0 11 Mar 2021
CoDeGAN: Contrastive Disentanglement for Generative Adversarial Network Lili Pan Peijun Tang Zhiyong Chen Zenglin Xu GAN DRL 18 6 0 05 Mar 2021
Using contrastive learning to improve the performance of steganalysis schemes Yanzhen Ren Yiwen Liu Lina Wang 24 1 0 01 Mar 2021
A Survey on Deep Semi-supervised Learning Xiangli Yang Zixing Song Irwin King Zenglin Xu 27 568 0 28 Feb 2021
Graph Self-Supervised Learning: A Survey Yixin Liu Ming Jin Shirui Pan Chuan Zhou Yu Zheng Feng Xia Philip S. Yu SSL 35 544 0 27 Feb 2021
A Primer on Contrastive Pretraining in Language Processing: Methods, Lessons Learned and Perspectives Nils Rethmeier Isabelle Augenstein SSL VLM 96 91 0 25 Feb 2021
Contrastive Pre-training for Imbalanced Corporate Credit Ratings Bojing Feng Wenfang Xue SSL 11 7 0 18 Feb 2021
U-vectors: Generating clusterable speaker embedding from unlabeled data M. F. Mridha Abu Quwsar Ohi M. Monowar Md. Abdul Hamid Md. Rashedul Islam Yutaka Watanobe SSL 25 6 0 07 Feb 2021
OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised Learning Spyros Gidaris Andrei Bursuc Gilles Puy N. Komodakis Matthieu Cord P. Pérez SSL 30 70 0 21 Dec 2020
Automated system to measure Tandem Gait to assess executive functions in children Mohammad Zaki Zadeh Ashwin Ramesh Babu Ashish Jaiswal Maria Kyrarini M. Bell F. Makedon 26 6 0 15 Dec 2020
An Experimental Study of Semantic Continuity for Deep Learning Models Shangxi Wu Dongyuan Lu Xian Zhao Lizhang Chen Jitao Sang 38 2 0 19 Nov 2020
FROST: Faster and more Robust One-shot Semi-supervised Training Helena E. Liu L. Smith BDL OffRL 36 1 0 18 Nov 2020
Self-Supervised Human Activity Recognition by Augmenting Generative Adversarial Networks Mohammad Zaki Zadeh Ashwin Ramesh Babu Ashish Jaiswal F. Makedon 9 16 0 26 Aug 2020
Network Comparison with Interpretable Contrastive Network Representation Learning Takanori Fujiwara Jian Zhao Francine Chen Yaoliang Yu K. Ma 31 5 0 25 May 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 281 3,378 0 09 Mar 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 306 10,378 0 12 Dec 2018
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 272 2,552 0 25 Jan 2016