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Using deep LSD to build operators in GANs latent space with meaning in real space

Generative models rely on the idea that data can be represented in terms of latent variables which are uncorrelated by definition. Lack of correlation among the latent variable support is important because it suggests that the latent-space manifold is simpler to understand and manipulate than the re...

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Detalles Bibliográficos
Autores principales: Toledo-Marín, J. Quetzalcóatl, Glazier, James A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10309997/
https://www.ncbi.nlm.nih.gov/pubmed/37384721
http://dx.doi.org/10.1371/journal.pone.0287736

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