Denoising Masked AutoEncoders Help Robust Classification

Quanlin Wu, Hang Ye, Yuntian Gu +3

In this paper, we propose a new self-supervised method, which is called Denoising Masked AutoEncoders (DMAE), for learning certified robust classifiers of images. In DMAE, we corru…