Improved Consistency Regularization for GANs

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  • Опубліковано 18 лис 2024

КОМЕНТАРІ • 4

  • @connor-shorten
    @connor-shorten  4 роки тому

    1:25 Examples of Images
    1:55 Consistency Regularization
    2:52 Prior Knowledge in CR
    3:22 CR-GAN
    3:50 CR-GAN Artifacts
    5:13 Balanced Consistency Regularization
    5:55 Latent Consistency Regularization
    7:00 StyleGAN2 Interpolation
    7:50 Conditional GANs
    8:58 Results

  • @AntonPanchishin
    @AntonPanchishin 4 роки тому

    Good job

  • @whatsinthepapers6112
    @whatsinthepapers6112 4 роки тому +1

    I'm betting on a combination of this ICR technique with latent optimization (from deepmind's S.O.T.A LOGAN rejection at ICLR... can't believe it got rejected lol) to drop in the next few weeks. You heard it here first :)

    • @connor-shorten
      @connor-shorten  4 роки тому +1

      Lol, it's definitely interesting to think of papers that fly under the radar due to which conferences they are published in. I saw a link to LOGAN while reading this paper, I think they hold the FID crown with the BigGAN-Deep model! Excited to look more into it!