search

taesungp / contrastive-unpaired-translation

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
https://taesung.me/ContrastiveUnpairedTranslation/
Other
2.17k stars 414 forks source link

One-to-Many translation #169

Open rose-jinyang opened 1 year ago

rose-jinyang commented 1 year ago

Hello How are you? Thanks for contributing to this project. Is it possible to translate from one A to several possible Bs?

msseibel commented 10 months ago

Did you try to use the StyleGAN Generator? That should allow you to specify a latent vector for controlling the translated image. I am also very much interested in seeing CUT combined with a StyleGAN and with a style modulation layer. (The paper used a StyleGAN2, but without style modulation). Feel free to share.

msseibel commented 10 months ago

Just found a paper that uses an approach similar to CUT and combines it with neural style transfer:

Domain Enhanced Arbitrary Image Style Transfer via Contrastive Learning, Zhang et al. 2022, at SIGGRAPH