Weebum Yoo

A Flat Minima Perspective on Understanding Augmentations and Model Robustness

Model robustness indicates a model’s capability to generalize well on unforeseen distributional shifts, including data corruptions and adversarial attacks. Data augmentation is one of the most prevalent and effective ways to enhance robustness. Despite the great success of the diverse augmentations