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An Information-Theoretic Perspective on Proper Quaternion Variational Autoencoders
Variational autoencoders are deep generative models that have recently received a great deal of attention due to their ability to model the latent distribution of any kind of input such as images and audio signals, among others. A novel variational autoncoder in the quaternion domain [Formula: see t...
Autores principales: | Grassucci, Eleonora, Comminiello, Danilo, Uncini, Aurelio |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8305877/ https://www.ncbi.nlm.nih.gov/pubmed/34356397 http://dx.doi.org/10.3390/e23070856 |
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