Transfer Learning or Self-supervised Learning? A Tale of Two Pretraining Paradigms

1 code implementation • 19 Jun 2020 • Xingyi Yang, Xuehai He, Yuxiao Liang, Yue Yang, Shanghang Zhang, Pengtao Xie

There has not been a clear understanding on what properties of data and tasks render one approach outperforms the other.

Self-Supervised Learning Transfer Learning

Identifying Radiological Findings Related to COVID-19 from Medical Literature

no code implementations • 4 Apr 2020 • Yuxiao Liang, Pengtao Xie

Coronavirus disease 2019 (COVID-19) has infected more than one million individuals all over the world and caused more than 55, 000 deaths, as of April 3 in 2020.