IPF-RDA: An Information-Preserving Framework for Robust Data Augmentation

Suorong Yang, Hongchao Yang, Suhan Guo +2

Data augmentation is widely utilized as an effective technique to enhance the generalization performance of deep models. However, data augmentation may inevitably introduce distrib…