Adversarial Auto-Augment with Label Preservation: A Representation Learning Principle Guided Approach

Kaiwen Yang, Yanchao Sun, Jiahao Su +5

Data augmentation is a critical contributing factor to the success of deep learning but heavily relies on prior domain knowledge which is not always available. Recent works on auto…