RobustPre-Trainingby AdversarialContrastiveLearning

Neural Information Processing Systems 

The labeling scarcity is even amplified when we come to adversarially robust deep learning [9], i.e., to training deep models that are not fooled by maliciously crafted, although imperceivable perturbations.

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