Browsing by Author "García Jara, Germán Eduardo"

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Artículo

Improving astronomical time-series classification via data augmentation with generative adversarial networks

García Jara, Germán Eduardo; Protopapas, Pavlos; Estévez Valencia, Pablo Antonio (IOP Publishing, 2022)

Due to the latest advances in technology, telescopes with significant sky coverage will produce millions of astronomical alerts per night that must be classified both rapidly and automatically. Currently, classification ...
Tesis

Improving astronomical time-series classification via data augmentation with generative adversarial networks

García Jara, Germán Eduardo (Universidad de Chile, 2022)

Debido a los últimos avances de la tecnología, telescopios que cubren amplias zonas del cielo producirán millones de alertas astronómicas por noche que deberán ser clasificadas de forma rápida y automática. Actualmente, ...