Is Smoothness the Key to Robustness? A Comparison of Attention and Convolution Models Using a Novel Metric

Baiyuan Chen

Robustness is a critical aspect of machine learning models. Existing robustness evaluation approaches often lack theoretical generality or rely heavily on empirical assessments, li…