Articles with "true latent" as a keyword



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iVAE-GAN: Identifiable VAE-GAN Models for Latent Representation Learning

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Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2022.3172333

Abstract: Remarkable progress has been made within nonlinear Independent Component Analysis (ICA) and identifiable deep latent variable models. Formally, the latest nonlinear ICA theory enables us to recover the true latent variables up to a linear… read more here.

Keywords: ivae gan; vae; representation learning; gan ... See more keywords