Boosting Self-Supervised Learning via Knowledge Transfer

Boosting Self-Supervised Learning via Knowledge Transfer

1 May 2018

Ananth Vinjimoor

Hamed Pirsiavash

Papers citing "Boosting Self-Supervised Learning via Knowledge Transfer"

15 / 165 papers shown

Title
Unsupervised Pre-Training of Image Features on Non-Curated Data Mathilde Caron Piotr Bojanowski Julien Mairal Armand Joulin SSL 30 9 0 03 May 2019
Scaling and Benchmarking Self-Supervised Visual Representation Learning Priya Goyal D. Mahajan Abhinav Gupta Ishan Misra SSL 24 396 0 03 May 2019
A critical analysis of self-supervision, or what we can learn from a single image Yuki M. Asano Christian Rupprecht Andrea Vedaldi SSL 27 145 0 30 Apr 2019
Deep Comprehensive Correlation Mining for Image Clustering Jianlong Wu Keyu Long Fei Wang Chao Qian Cheng Li Zhouchen Lin H. Zha 20 159 0 15 Apr 2019
Self-supervised speaker embeddings Themos Stafylakis Johan Rohdin Oldrich Plchot Petr Mizera L. Burget SSL 6 48 0 06 Apr 2019
Self-Supervised Learning via Conditional Motion Propagation Xiaohang Zhan Xingang Pan Ziwei Liu Dahua Lin Chen Change Loy SSL 44 47 0 27 Mar 2019
Domain Generalization by Solving Jigsaw Puzzles Fabio Maria Carlucci A. DÍnnocente S. Bucci Barbara Caputo Tatiana Tommasi SSL 41 806 0 16 Mar 2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey Longlong Jing Yingli Tian SSL 20 1,687 0 16 Feb 2019
DistInit: Learning Video Representations Without a Single Labeled Video Rohit Girdhar Du Tran Lorenzo Torresani Deva Ramanan 27 54 0 26 Jan 2019
Revisiting Self-Supervised Visual Representation Learning Alexander Kolesnikov Xiaohua Zhai Lucas Beyer SSL 51 715 0 25 Jan 2019
Iterative Reorganization with Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning Chen Wei Lingxi Xie Xutong Ren Yingda Xia Chi Su Jiaying Liu Qi Tian Alan Yuille SSL 27 131 0 02 Dec 2018
Self-Supervised Spatiotemporal Feature Learning via Video Rotation Prediction Longlong Jing Xiaodong Yang Jingen Liu Yingli Tian 29 154 0 28 Nov 2018
Cross and Learn: Cross-Modal Self-Supervision Nawid Sayed Biagio Brattoli Bjorn Ommer SSL 30 78 0 09 Nov 2018
Improving Spatiotemporal Self-Supervision by Deep Reinforcement Learning U. Büchler Biagio Brattoli Bjorn Ommer OOD SSL 14 114 0 30 Jul 2018
Cross Pixel Optical Flow Similarity for Self-Supervised Learning Aravindh Mahendran James Thewlis Andrea Vedaldi SSL 16 61 0 15 Jul 2018