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Apr 21, 2020
Oct 13, 2020

README.md

Edge Guided GAN

Edge Guided GANs with Semantic Preserving for Semantic Image Synthesis
Hao Tang, Xiaojuan Qi, Dan Xu, Philip H. S. Torr, Nicu Sebe.
In ArXiv, 2020.

Framework

Results



Related Projects

SelectionGAN | DAGAN | LGGAN | PanoGAN | Guided-I2I-Translation-Papers

Citation

If you use this code for your research, please cite our papers.

EdgeGAN

@article{tang2020edge,
  title={Edge Guided GANs with Semantic Preserving for Semantic Image Synthesis},
  author={Tang, Hao and Qi, Xiaojuan and Xu, Dan and Torr, Philip HS and Sebe, Nicu},
  journal={arXiv preprint arXiv:2003.13898},
  year={2020}
}

DAGAN

@inproceedings{tang2020dual,
  title={Dual Attention GANs for Semantic Image Synthesis},
  author={Tang, Hao and Bai, Song and Sebe, Nicu},
  booktitle ={ACM MM},
  year={2020}
}

LGGAN

@inproceedings{tang2019local,
  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}
}

SelctionGAN

@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{tang2020multi,
  title={Multi-channel attention selection gans for guided image-to-image translation},
  author={Tang, Hao and Xu, Dan and Yan, Yan and Corso, Jason J and Torr, Philip HS and Sebe, Nicu},
  journal={arXiv preprint arXiv:2002.01048},
  year={2020}
}

We will release the code and pre-trained models soon. Make sure to star our repository to stay tuned.

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