DiffAug: A Diffuse-and-Denoise Augmentation for Training Robust Classifiers

Chandramouli Sastry, Sri Harsha Dumpala, Sageev Oore

We introduce DiffAug, a simple and efficient diffusion-based augmentation technique to train image classifiers for the crucial yet challenging goal of improved classifier robustnes…