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arantxacasanova/ic_gan

Public
Instance-Conditioned GAN
14,503 runs
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Readme

IC-GAN: Instance-Conditioned GAN

Web demo of Instance-Conditioned GAN by Arantxa Casanova, Marlène Careil, Jakob Verbeek, Michał Drożdżal, Adriana Romero-Soriano.
Check out IC-GAN's Github repository for the original source code.

Generate images with IC-GAN

Generate images with IC-GAN and its class-conditional counter part.

The figure below depicts two instances, unseen during training and downloaded from Creative Commons search, and the generated images with IC-GAN and class-conditional IC-GAN when conditioning on the class "castle":

Cite the paper

If this repository, the paper or any of its content is useful for your research, please cite:

@inproceedings{casanova2021instanceconditioned,
      title={Instance-Conditioned GAN}, 
      author={Arantxa Casanova and Marlène Careil and Jakob Verbeek and Michal Drozdzal and Adriana Romero-Soriano},
      booktitle={Advances in Neural Information Processing Systems (NeurIPS)},
      year={2021}
}

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