ISF-GAN: An Implicit Style Function for High-Resolution Image-to-Image Translation

To appear in TMM 2022.

[paper][arXiv][code]
Yahui Liu^1,3, Yajing Chen², Linchao Bao², Nicu Sebe¹, Bruno Lepri³, Marco De Nadai^3
1University of Trento, Italy, ²Tencent AI Lab, China, ³Bruno Kessler Foundation, Italy.

Codes

• ISF-GAN based on StyleGAN v1
• ISF-GAN based on StyleGAN v2

Acknowledgement

This repo is built on several existing projects:

• StyleGAN
• InterfaceGAN
• StyleFlow
• PSP
• SmoothingLatentSpace

Citation

@InProceedings{liu2022isfgan,
    author    = {Liu, Yahui and Chen, Yajing and Bao, Linchao and Sebe, Nicu and Lepri, Bruno and De Nadai, Marco},
    title     = {ISF-GAN: An Implicit Style Function for High-Resolution Image-to-Image Translation},
    booktitle = {arXiv preprint arXiv:2109.12492},
    year      = {2021}
}

If you have any questions, please contact me without hesitation (yahui.liu AT unitn.it).