Improving Self-supervised Learning with Automated Unsupervised Outlier
Arbitration

Improving Self-supervised Learning with Automated Unsupervised Outlier Arbitration

15 December 2021

Yingwei Pan

Tao Mei

Papers citing "Improving Self-supervised Learning with Automated Unsupervised Outlier Arbitration"

5 / 5 papers shown

Title
MSR: Making Self-supervised learning Robust to Aggressive Augmentations Ying-Long Bai Erkun Yang Zhaoqing Wang Yuxuan Du Bo Han Cheng Deng Dadong Wang Tongliang Liu SSL 21 3 0 04 Jun 2022
Understanding self-supervised Learning Dynamics without Contrastive Pairs Yuandong Tian Xinlei Chen Surya Ganguli SSL 132 278 0 12 Feb 2021
Negative Data Augmentation Abhishek Sinha Kumar Ayush Jiaming Song Burak Uzkent Hongxia Jin Stefano Ermon 29 72 0 09 Feb 2021
Improving Transformation Invariance in Contrastive Representation Learning Adam Foster Rattana Pukdee Tom Rainforth 51 22 0 19 Oct 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 235 3,029 0 09 Mar 2020