Self-supervised Learning is More Robust to Dataset Imbalance

Self-supervised Learning is More Robust to Dataset Imbalance

11 October 2021

Jeff Z. HaoChen

Adrien Gaidon

Papers citing "Self-supervised Learning is More Robust to Dataset Imbalance"

4 / 104 papers shown

Title
Representational Continuity for Unsupervised Continual Learning Divyam Madaan Jaehong Yoon Yuanchun Li Yunxin Liu Sung Ju Hwang CLL SSL 56 110 0 13 Oct 2021
Why Do Pretrained Language Models Help in Downstream Tasks? An Analysis of Head and Prompt Tuning Colin Wei Sang Michael Xie Tengyu Ma 17 96 0 17 Jun 2021
Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis Siyi Tang Jared A. Dunnmon Khaled Kamal Saab Xuan Zhang Qianying Huang Florian Dubost D. Rubin Christopher Lee-Messer 12 65 0 16 Apr 2021
Understanding self-supervised Learning Dynamics without Contrastive Pairs Yuandong Tian Xinlei Chen Surya Ganguli SSL 132 278 0 12 Feb 2021