Towards Optimization and Model Selection for Domain Generalization: A Mixup-guided Solution

Wang Lu, Jindong Wang, Yidong Wang, Xing Xie

Abstract: The distribution shifts between training and test data typically undermine the performance of deep learning models. In recent years, lots of work pays attention to domain generaliza- tion (DG) wher...