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The critic idea seems interesting but doesn't really get to the question of whether/to what degree the GAN is just interpolating the training data. It seems mor
by argonaut 9y ago
The critic idea seems interesting but doesn't really get to the question of whether/to what degree the GAN is just interpolating the training data. It seems more of a useful tool for diagnosing GANs.
- ericjang 9y agoIf it were memorizing training data, it would due poorly on a Wasserstein critic trained on a validation set drawn from the same data distribution.