[D] Is the GAN architecture currently old-fashioned?

• joliGAN

  4 59 9.1 Python

  Semantic Image-to-Image Translation for Domain Adaptation

  

  We use https://github.com/jolibrain/joliGAN which is a lib for image2image with additional "semantic" constraints. I.e. when there's a need to conserve labels, physics, anything between the two domains. This lib aggregates and improves on existing works.

• projected-gan

  6 805 3.1 Python

  [NeurIPS'21] Projected GANs Converge Faster

  

  If you are looking for more traditional noise -> xxx GANs, go for https://github.com/autonomousvision/projected_gan/. Another recent work is https://github.com/nupurkmr9/vision-aided-gan.

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• vision-aided-gan

  3 346 4.5 Python

  Ensembling Off-the-shelf Models for GAN Training (CVPR 2022 Oral)

  If you are looking for more traditional noise -> xxx GANs, go for https://github.com/autonomousvision/projected_gan/. Another recent work is https://github.com/nupurkmr9/vision-aided-gan.

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