SelectionGAN for Guided Image-to-Image Translation
CVPR Paper | TPAMI Paper | Guided-I2I-Translation-Papers
Citation
If you use this code for your research, please cite our papers.
@article{tang2022multi,
title={Multi-Channel Attention Selection GANs for Guided Image-to-Image Translation},
author={Tang, Hao and Torr, Philip HS and Sebe, Nicu},
journal={IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
year={2022}
}
@inproceedings{tang2019multi,
title={Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation},
author={Tang, Hao and Xu, Dan and Sebe, Nicu and Wang, Yanzhi and Corso, Jason J. and Yan, Yan},
booktitle={CVPR},
year={2019}
}
@article{tang2023edge,
title={Edge Guided GANs with Contrastive Learning for Semantic Image Synthesis},
author={Tang, Hao and Qi, Xiaojuan and Sun, Guolei, and Xu, Dan and and Sebe, Nicu and Timofte, Radu and Van Gool, Luc},
journal={ICLR},
year={2023}
}
@article{tang2022local,
title={Local and Global GANs with Semantic-Aware Upsampling for Image Generation},
author={Tang, Hao and Shao, Ling and Torr, Philip HS and Sebe, Nicu},
journal={IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
year={2022}
}
@inproceedings{tang2020local,
title={Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation},
author={Tang, Hao and Xu, Dan and Yan, Yan and Torr, Philip HS and Sebe, Nicu},
booktitle={CVPR},
year={2020}
}
@article{wu2022cross,
title={Cross-view panorama image synthesis with progressive attention GANs},
author={Wu, Songsong and Tang, Hao and Jing, Xiao-Yuan and Qian, Jianjun and Sebe, Nicu and Yan, Yan and Zhang, Qinghua},
journal={Elsevier Pattern Recognition (PR)},
year={2022}
}
@article{wu2022cross,
title={Cross-View Panorama Image Synthesis},
author={Wu, Songsong and Tang, Hao and Jing, Xiao-Yuan and Zhao, Haifeng and Qian, Jianjun and Sebe, Nicu and Yan, Yan},
journal={IEEE Transactions on Multimedia (TMM)},
year={2022}
}
@inproceedings{ren2021cascaded,
title={Cascaded Cross MLP-Mixer GANs for Cross-View Image Translation},
author={Ren, Bin and Tang, Hao and Sebe, Nicu},
booktitle={BMVC},
year={2021}
}
In the meantime, check out our related papers:
- cross-view image translation:
- person image generation:
- semantic image synthesis:
More related guided image-to-image translation papers can be found in this page.
To Do List
- SelectionGAN: CVPR version
- SelectionGAN++: TPAMI version
- Pix2pix++: Takes RGB image and target semantic map as inputs: code
- X-ForK++: Takes RGB image and target semantic map as inputs: code
- X-Seq++: Takes RGB image and target semantic map as inputs: code
Others
Acknowledgments
This source code is inspired by Pix2pix.
Contributions
If you have any questions/comments/bug reports, feel free to open a github issue or pull a request or e-mail to the author Hao Tang ([email protected]).
Collaborations
I'm always interested in meeting new people and hearing about potential collaborations. If you'd like to work together or get in contact with me, please email [email protected]. Some of our projects are listed here.
In life, patience is the key. It's much better to be going somewhere slowly than nowhere fast.