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F15DEC32-5D31-4806-B5CE-E0137EFBDDFC

Don't Pay Attention to the Noise: Learning Self-supervised Representations of Light Curves with a Denoising Time Series Transformer

Mario Morvan, Nikolaos Nikolaou, Kai Hou Yip, Ingo Waldmann

Submitted on 6 July 2022

TitleDon't Pay Attention to the Noise: Learning Self-supervised Representations of Light Curves with a Denoising Time Series Transformer
AuthorsMario Morvan, Nikolaos Nikolaou, Kai Hou Yip, Ingo Waldmann
Dates2022-07-06
SubjectsAstrophysics - Instrumentation and Methods for Astrophysics; Statistics - Machine Learning
arXivhttps://arxiv.org/abs/2207.02777
NoteComment: ICML 2022 Workshop: Machine Learning for Astrophysics
URLhttps://www.baryonbib.org/bib/f15dec32-5d31-4806-b5ce-e0137efbddfc
First IndexedJuly 7, 2022
Last UpdatedJuly 7, 2022