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christiancosgrove / pytorch-spectral-normalization-gan

Paper by Miyato et al. https://openreview.net/forum?id=B1QRgziT-
MIT License
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Should I apply only to the discriminator? #4

Closed taki0112 closed 6 years ago

taki0112 commented 6 years ago

Should I apply only to the discriminator?

Do not apply spectral normalization to both generator and discriminator?

christiancosgrove commented 6 years ago

In the paper, only the discriminator is trained with spectral normalization. The generator uses batch norm.

"We trained the parameters of the generator with batch normalization" (p. 5 Miyato et al.)