Fabian Benitez-Quiroz

When Do GANs Replicate? On the Choice of Dataset Size

Do GANs replicate training images? Previous studies have shown that GANs do not seem to replicate training data without significant change in the training procedure. This leads to a series of research on the exact condition needed for GANs to overfit to the training data. Although a number of factor…