On the Quality of Deep Representations for Kepler Light Curves Using Variational Auto-Encoders

Light curve analysis usually involves extracting manually designed features associated with physical parameters and visual inspection. The large amount of data collected nowadays in astronomy by different surveys represents a major challenge of characterizing these signals. Therefore, finding good i...

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Bibliographic Details
Main Authors: Francisco Mena, Patricio Olivares, Margarita Bugueño, Gabriel Molina, Mauricio Araya
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Signals
Subjects:
Online Access:https://www.mdpi.com/2624-6120/2/4/42