PERCEPTUAL GENERATIVE AUTOENCODERS

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idea: map the generated and target distributions to the latent space using encoders

  • no diff. to latent cycle loss?
  • discrepancy between intrinsic and ambient dimentionalities contributes to difficulties in training GAN and VAE
  • equivalent to standard VAE loss