How to apply DIffusion-GAN to StyleGAN3

[zhendong-wang]

How to apply DIffusion-GAN to StyleGAN3

[Zhendong-Wang]

Hi there,

Thanks for your interest. The change could be quite simple. You could copy the diffusion.py from our file to replace the original augment.py and also replace the discriminator in StyleGAN3 with our discriminator. These are the two main steps for the move. You also need to modify some argument names and input timestep into the discriminator, but I think they can be easily debugged :).

[gminorcoles]

Hi, I m looking to use your diffusion process to improve an existing GAN using the plugin approach . I don't see diffusion.py in the repo here? Perhaps it has a different name? Thanks

[Zhendong-Wang]

https://github.com/Zhendong-Wang/Diffusion-GAN/blob/main/diffusion-stylegan2/training/diffusion.py

[Liu-Yin]

Hello there! Just wondering how to replace the discriminator in StyleGAN3 with your discriminator ? It would be grateful if you could tell me! Thx a lot!!!