Web: http://arxiv.org/abs/2201.08482

Jan. 24, 2022, 2:10 a.m. | Óscar Pimentel, Pablo A. Estévez, Francisco Förster

cs.LG updates on arXiv.org arxiv.org

In astronomical surveys, such as the Zwicky Transient Facility (ZTF),
supernovae (SNe) are relatively uncommon objects compared to other classes of
variable events. Along with this scarcity, the processing of multi-band
light-curves is a challenging task due to the highly irregular cadence, long
time gaps, missing-values, low number of observations, etc. These issues are
particularly detrimental for the analysis of transient events with SN-like
light-curves. In this work, we offer three main contributions. First, based on
temporal modulation and attention …

arxiv attention classification deep

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