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

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 transformation by leveraging unsupervised deep learning. This...

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Váldodahkkit: Bjorn Uttrup Dideriksen, Kristoffer Derosche, Zheng-Hua Tan
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: IEEE 2022-01-01
Ráidu:IEEE Access
Fáttát:
Liŋkkat:https://ieeexplore.ieee.org/document/9766338/
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