hierarchy.md

Hierarchy GANs

Here're some resources about Hierarchy GANs

Stackgan++: Realistic image synthesis with stacked generative adversarial networks

paper link: here

citation:

@article{zhang2018stackgan++,
  title={Stackgan++: Realistic image synthesis with stacked generative adversarial networks},
  author={Zhang, Han and Xu, Tao and Li, Hongsheng and Zhang, Shaoting and Wang, Xiaogang and Huang, Xiaolei and Metaxas, Dimitris N},
  journal={IEEE transactions on pattern analysis and machine intelligence},
  volume={41},
  number={8},
  pages={1947--1962},
  year={2018},
  publisher={IEEE}
}

Stackgan: Text to photo-realistic image synthesis with stacked generative adversarial networks

paper link: here

citation:

@inproceedings{zhang2017stackgan,
  title={Stackgan: Text to photo-realistic image synthesis with stacked generative adversarial networks},
  author={Zhang, Han and Xu, Tao and Li, Hongsheng and Zhang, Shaoting and Wang, Xiaogang and Huang, Xiaolei and Metaxas, Dimitris N},
  booktitle={Proceedings of the IEEE international conference on computer vision},
  pages={5907--5915},
  year={2017}
}

Plug & play generative networks: Conditional iterative generation of images in latent space

paper link: here

citation:

@inproceedings{nguyen2017plug,
  title={Plug \& play generative networks: Conditional iterative generation of images in latent space},
  author={Nguyen, Anh and Clune, Jeff and Bengio, Yoshua and Dosovitskiy, Alexey and Yosinski, Jason},
  booktitle={Proceedings of the IEEE conference on computer vision and pattern recognition},
  pages={4467--4477},
  year={2017}
}

Unpaired image-to-image translation using cycle-consistent adversarial networks

paper link: here

citation:

@inproceedings{zhu2017unpaired,
  title={Unpaired image-to-image translation using cycle-consistent adversarial networks},
  author={Zhu, Jun-Yan and Park, Taesung and Isola, Phillip and Efros, Alexei A},
  booktitle={Proceedings of the IEEE international conference on computer vision},
  pages={2223--2232},
  year={2017}
}

Image-to-image translation with conditional adversarial networks

paper link: here

citation:

@inproceedings{isola2017image,
  title={Image-to-image translation with conditional adversarial networks},
  author={Isola, Phillip and Zhu, Jun-Yan and Zhou, Tinghui and Efros, Alexei A},
  booktitle={Proceedings of the IEEE conference on computer vision and pattern recognition},
  pages={1125--1134},
  year={2017}
}

Deep generative image models using a laplacian pyramid of adversarial networks

paper link: here

citation:

@article{denton2015deep,
  title={Deep generative image models using a laplacian pyramid of adversarial networks},
  author={Denton, Emily L and Chintala, Soumith and Fergus, Rob and others},
  journal={Advances in neural information processing systems},
  volume={28},
  year={2015}
}

Conditional generative adversarial nets

paper link: here

citation:

@article{mirza2014conditional,
  title={Conditional generative adversarial nets},
  author={Mirza, Mehdi and Osindero, Simon},
  journal={arXiv preprint arXiv:1411.1784},
  year={2014}
}