hehaodele / ProbGAN

[ICLR 2019] ProbGAN: Towards Probabilistic GAN with Theoretical Guarantees
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could you clarify a sentence from the paper? #1

Closed ghost closed 4 years ago

ghost commented 5 years ago

Page 5 of the paper, just over Theory section.

Hence we propose to maintain a subset of discriminators by subsampling the whole sequence of discriminators.

Isn't this conceptually similar to image buffer, where we store random set of prior images from dataset to train discriminator? if not how does it differs?

hehaodele commented 4 years ago

Instead of image buffer, we maintain a discriminator buffer that stores a subset of discriminators that from the previous training steps. Thus main difference is the buffer stores discriminator weights rather than images.