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igul222 / improved_wgan_training

Code for reproducing experiments in "Improved Training of Wasserstein GANs"
MIT License
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Some issues about wgan-gp with acgan condition and conditional batchnorm #38

Closed weihancug closed 7 years ago

weihancug commented 7 years ago

I'm interested in the wgan-gp with adding AC-GAN conditioning. But there is not introduction about this model in the paper. The code is gan_cifar_resnet.py . In this model, a conditional batchnorm is used. But this explanation in the code is too small for me to get a better understanding. So can you supply the some information or paper about conditional batchnorm @igul222 . In additional, I want it to generate 128x128 pixels images. Can you give me some advises?

Looking forward to your reply.

xunhuang1995 commented 7 years ago

See this paper for some background about conditional batch norm: https://arxiv.org/abs/1610.07629

gdshen commented 5 years ago

If we add an acgan branch for the critic, can we use batch norm for the classifier of labels?