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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...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Bjorn Uttrup Dideriksen, Kristoffer Derosche, Zheng-Hua Tan
Hōputu: Artigo
Reo:Inglês
I whakaputaina: IEEE 2022-01-01
Rangatū:IEEE Access
Ngā marau:
Urunga tuihono:https://ieeexplore.ieee.org/document/9766338/
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