A Survey on Self-supervised Learning: Algorithms, Applications, and
Future Trends

A Survey on Self-supervised Learning: Algorithms, Applications, and Future Trends

13 January 2023

Papers citing "A Survey on Self-supervised Learning: Algorithms, Applications, and Future Trends"

17 / 167 papers shown

Title
Look, Listen and Learn Relja Arandjelović Andrew Zisserman SSL 111 903 0 23 May 2017
Real-Time User-Guided Image Colorization with Learned Deep Priors Richard Y. Zhang Jun-Yan Zhu Phillip Isola Xinyang Geng Angela S. Lin Tianhe Yu Alexei A. Efros HAI 108 590 0 08 May 2017
Unsupervised learning from video to detect foreground objects in single images Ioana Croitoru Simion-Vlad Bogolin Marius Leordeanu OCL 47 57 0 31 Mar 2017
Look into Person: Self-supervised Structure-sensitive Learning and A New Benchmark for Human Parsing Ke Gong Xiaodan Liang Dongyu Zhang Xiaohui Shen Liang Lin SSL 46 476 0 16 Mar 2017
Colorization as a Proxy Task for Visual Understanding Gustav Larsson Michael Maire Gregory Shakhnarovich SSL 145 497 0 11 Mar 2017
Semantic Understanding of Scenes through the ADE20K Dataset Bolei Zhou Hang Zhao Xavier Puig Tete Xiao Sanja Fidler Adela Barriuso Antonio Torralba SSeg 399 1,876 0 18 Aug 2016
Context Encoders: Feature Learning by Inpainting Deepak Pathak Philipp Krahenbuhl Jeff Donahue Trevor Darrell Alexei A. Efros SSL 67 5,293 0 25 Apr 2016
Joint Unsupervised Learning of Deep Representations and Image Clusters Jianwei Yang Devi Parikh Dhruv Batra SSL 51 817 0 13 Apr 2016
Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles M. Noroozi Paolo Favaro SSL 171 2,979 0 30 Mar 2016
Learning a Predictable and Generative Vector Representation for Objects Rohit Girdhar David Fouhey Mikel D. Rodriguez Abhinav Gupta 3DV 74 708 0 29 Mar 2016
Learning Representations for Automatic Colorization Gustav Larsson Michael Maire Gregory Shakhnarovich VLM SSL 87 1,013 0 22 Mar 2016
Unsupervised Deep Embedding for Clustering Analysis Junyuan Xie Ross B. Girshick Ali Farhadi SSL 86 2,874 0 19 Nov 2015
Unsupervised Visual Representation Learning by Context Prediction Carl Doersch Abhinav Gupta Alexei A. Efros DRL SSL 164 2,781 0 19 May 2015
Dense Optical Flow Prediction from a Static Image Jacob Walker Abhinav Gupta M. Hebert 84 210 0 02 May 2015
Unsupervised Learning of Video Representations using LSTMs Nitish Srivastava Elman Mansimov Ruslan Salakhutdinov SSL 132 2,591 0 16 Feb 2015
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 394 33,521 0 16 Oct 2013
UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild K. Soomro Amir Zamir M. Shah CLIP VGen 143 6,147 0 03 Dec 2012