Understanding Data Augmentation from a Robustness Perspective

Zhendong Liu, Jie Zhang, Qiangqiang He +1

In the realm of visual recognition, data augmentation stands out as a pivotal technique to amplify model robustness. Yet, a considerable number of existing methodologies lean heavi…