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Perfect Reconstruction Cannot Show Whether Two Codebooks on a VAE's Latent Space Agree

arXiv:2610.14012v1 Announce Type: new Abstract: Many systems read the latent space of a variational autoencoder (VAE) as discrete codes, and rely on each latent being read back as the code it was written as. Shannon (1948) took such a shared codebook as given; inside a VAE nothing enforces it. We p…

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  1. 2026-10-14 04:00 · arXiv cs.LG
    Perfect Reconstruction Cannot Show Whether Two Codebooks on a VAE's Latent Space Agree

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