2024
CR-SAM: Curvature Regularized Sharpness-Aware Minimization
AAAI 2024technical
The capacity to generalize to future unseen data stands as one of the utmost crucial attributes of deep neural networks. Sharpness-Aware Minimization (SAM) aims to enhance the generalizability by minimizing worst-case loss using one-step gradient ascent as an approximation. However, as training prog…