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cs.LG2024
On adversarial training and the 1 Nearest Neighbor classifier
Amir Hagai, Yair Weiss
The ability to fool deep learning classifiers with tiny perturbations of the input has lead to the development of adversarial training in which the loss with respect to adversarial…
cs.LG2024
Intriguing Properties of Modern GANs
Roy Friedman, Yair Weiss
Modern GANs achieve remarkable performance in terms of generating realistic and diverse samples. This has led many to believe that ``GANs capture the training data manifold''. In t…