Adversarial and Random Transformations for Robust Domain Adaptation and Generalization

Liang Xiao, Jiaolong Xu, Dawei Zhao +3

Data augmentation has been widely used to improve generalization in training deep neural networks. Recent works show that using worst-case transformations or adversarial augmentati…