{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/automatically-detecting-anomalous-exoplanet","title":"Automatically detecting anomalous exoplanet transits","arxiv_id":"2111.08679","date":"2021-11-16","proceeding":null,"authors":["Christoph J. Hönes","Benjamin Kurt Miller","Ana M. Heras","Bernard H. Foing"],"abstract":"Raw light curve data from exoplanet transits is too complex to naively apply traditional outlier detection methods. We propose an architecture which estimates a latent representation of both the main transit and residual deviations with a pair of variational autoencoders. 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