Revisiting GAN with Bayes-Optimal Discrimination
An adversarial game in which the discriminator tightens this bound and the generator maximizes it is formulated, and it is shown that, under balanced class priors, the population game is equivalent to minimizing total variation between the data and generator distributions.
Mohammadreza Tavasoli Naeini, Ali Bereyhi, Morteza Noshad et al.
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