A Flat Minima Perspective on Understanding Augmentations and Model Robustness

Weebum Yoo, Sung Whan Yoon

Model robustness indicates a model's capability to generalize well on unforeseen distributional shifts, including data corruptions and adversarial attacks. Data augmentation is one…