An Empirical Study on Distribution Shift Robustness From the Perspective of Pre-Training and Data Augmentation

Ziquan Liu, Yi Xu, Yuanhong Xu +5

The performance of machine learning models under distribution shift has been the focus of the community in recent years. Most of current methods have been proposed to improve the r…