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Anomaly Detection With Conditional Variational Autoencoders

Exploiting the rapid advances in probabilistic inference, in particular variational Bayes and variational autoencoders (VAEs), for anomaly detection (AD) tasks remains an open research question. Previous works argued that training VAE models only with inliers is insufficient and the framework should...

Полное описание

Библиографические подробности
Главные авторы: Pol, Adrian Alan, Berger, Victor, Cerminara, Gianluca, Germain, Cecile, Pierini, Maurizio
Язык:eng
Опубликовано: 2020
Предметы:
Online-ссылка:http://cds.cern.ch/record/2742923