VASSO replaces SAM's minibatch gradient with an exponential moving average of past gradients when computing the adversarial perturbation, improving generalization across vision and language tasks.
Understanding deep learning (still) requires rethinking gen- eralization,
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VASSO: Variance Suppression for Sharpness-Aware Minimization
VASSO replaces SAM's minibatch gradient with an exponential moving average of past gradients when computing the adversarial perturbation, improving generalization across vision and language tasks.