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Maybe it's unnecessary to use weight clipping in the LSGAN?

Open AliceAria opened this issue 5 years ago • 0 comments

Thank you for sharing your codes.

I found that there is no weight clipping in the paper Least Squares Generative Adversarial Networks. The weight clipping is used in the paper Loss-Sensitive Generative Adversarial Networks on Lipschitz Densities. Obviously, your code is the former.

I tried both situations, and the performance is better without weight clipping.

I changed the network structure and adjusted the super-parameters to apply to data cifar-10. I thought maybe someone needed it, so I left the url of my code. https://github.com/AliceAria/Performance-comparison-of-GAN-on-cifar-10

Thanks again.

AliceAria avatar Dec 06 '19 08:12 AliceAria