Intriguing Properties of Contrastive Losses

5 November 2020

Papers citing "Intriguing Properties of Contrastive Losses"

12 / 112 papers shown

Title
Self-Supervised Learning with Kernel Dependence Maximization Yazhe Li Roman Pogodin Danica J. Sutherland A. Gretton SSL 11 77 0 15 Jun 2021
Understand and Improve Contrastive Learning Methods for Visual Representation: A Review Ran Liu SSL 13 12 0 06 Jun 2021
Backdoor Attacks on Self-Supervised Learning Aniruddha Saha Ajinkya Tejankar Soroush Abbasi Koohpayegani Hamed Pirsiavash SSL AAML 22 100 0 21 May 2021
When Does Contrastive Visual Representation Learning Work? Elijah Cole Xuan S. Yang Kimberly Wilber Oisin Mac Aodha Serge J. Belongie SSL 21 123 0 12 May 2021
A Geometric Analysis of Neural Collapse with Unconstrained Features Zhihui Zhu Tianyu Ding Jinxin Zhou Xiao Li Chong You Jeremias Sulam Qing Qu 16 195 0 06 May 2021
Hyperspherically Regularized Networks for Self-Supervision A. Durrant Georgios Leontidis SSL 70 7 0 29 Apr 2021
Multimodal Clustering Networks for Self-supervised Learning from Unlabeled Videos Brian Chen Andrew Rouditchenko Kevin Duarte Hilde Kuehne Samuel Thomas ... Rogerio Feris David F. Harwath James R. Glass M. Picheny Shih-Fu Chang SSL 30 89 0 26 Apr 2021
Elsa: Energy-based learning for semi-supervised anomaly detection Sungwon Han Hyeonho Song Seungeon Lee Sungwon Park M. Cha 22 12 0 29 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 19 6 0 23 Mar 2021
Addressing Feature Suppression in Unsupervised Visual Representations Tianhong Li Lijie Fan Yuan. Yuan Hao He Yonglong Tian Rogerio Feris Piotr Indyk Dina Katabi SSL 27 15 0 17 Dec 2020
The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models Tianlong Chen Jonathan Frankle Shiyu Chang Sijia Liu Yang Zhang Michael Carbin Zhangyang Wang 8 122 0 12 Dec 2020
A survey on Semi-, Self- and Unsupervised Learning for Image Classification Lars Schmarje M. Santarossa Simon-Martin Schroder Reinhard Koch SSL VLM 15 161 0 20 Feb 2020