14 citations · 14 across the 1 of their papers we have counts for
2 papers
astro-ph.IM2020★ 14 cited
MANTRA: A Machine Learning reference lightcurve dataset for astronomical transient event recognition
Mauricio Neira, Catalina Gómez, John F. Suárez-Pérez +5
We introduce MANTRA, an annotated dataset of 4869 transient and 71207 non-transient object lightcurves built from the Catalina Real Time Transient Survey. We provide public access…
astro-ph.IM2020
Classifying Image Sequences of Astronomical Transients with Deep Neural Networks
Catalina Gómez, Mauricio Neira, Marcela Hernández Hoyos +2
Supervised classification of temporal sequences of astronomical images into meaningful transient astrophysical phenomena has been considered a hard problem because it requires the…