Guillermo Cabrera-Vives
Guillermo Cabrera-Vives
Department of Computer Science, University of Concepción
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A catalog of visual-like morphologies in the 5 candels fields using deep learning
R Gravet, G Cabrera-Vives, PG Pérez-González, JS Kartaltepe, G Barro, ...
The Astrophysical Journal Supplement Series 221 (1), 8, 2015
The automatic learning for the rapid classification of events (ALeRCE) alert broker
F Förster, G Cabrera-Vives, E Castillo-Navarrete, PA Estévez, ...
The Astronomical Journal 161 (5), 242, 2021
Morphological analysis of the centimeter-wave continuum in the dark cloud LDN 1622
S Casassus, GF Cabrera, F Förster, TJ Pearson, ACS Readhead, ...
The Astrophysical Journal 639 (2), 951, 2006
The delay of shock breakout due to circumstellar material evident in most type II supernovae
F Förster, TJ Moriya, JC Maureira, JP Anderson, S Blinnikov, F Bufano, ...
Nature Astronomy 2 (10), 808-818, 2018
Deep-HiTS: Rotation Invariant Convolutional Neural Network for Transient Detection∗
G Cabrera-Vives, I Reyes, F Förster, PA Estévez, JC Maureira
The Astrophysical Journal 836 (1), 97, 2017
Alert classification for the ALeRCE broker system: The light curve classifier
P Sánchez-Sáez, I Reyes, C Valenzuela, F Förster, S Eyheramendy, ...
The Astronomical Journal 161 (3), 141, 2021
The high cadence transient survey (hits). i. survey design and supernova shock breakout constraints
F Förster, JC Maureira, J San Martín, M Hamuy, J Martínez, P Huijse, ...
The Astrophysical Journal 832 (2), 155, 2016
Deep learning for image sequence classification of astronomical events
R Carrasco-Davis, G Cabrera-Vives, F Förster, PA Estévez, P Huijse, ...
Publications of the Astronomical Society of the Pacific 131 (1004), 108006, 2019
Alert classification for the ALeRCE broker system: The real-time stamp classifier
R Carrasco-Davis, E Reyes, C Valenzuela, F Förster, PA Estévez, ...
The Astronomical Journal 162 (6), 231, 2021
Searching for changing-state agns in massive data sets. i. applying deep learning and anomaly-detection techniques to find agns with anomalous variability behaviors
P Sánchez-Sáez, H Lira, L Martí, N Sanchez-Pi, J Arredondo, FE Bauer, ...
The Astronomical Journal 162 (5), 206, 2021
Dust-correlated cm wavelength continuum emission from translucent clouds ζ Oph and LDN 1780
M Vidal, S Casassus, C Dickinson, AN Witt, P Castellanos, RD Davies, ...
Monthly Notices of the Royal Astronomical Society 414 (3), 2424-2435, 2011
Multiband galaxy morphologies for clash: a convolutional neural network transferred from candels
M Pérez-Carrasco, G Cabrera-Vives, M Martinez-Marin, P Cerulo, ...
Publications of the Astronomical Society of the Pacific 131 (1004), 108002, 2019
The morphologies of massive galaxies from z∼ 3—witnessing the two channels of bulge growth
PG Pérez-González, S Mei, F Shankar, M Bernardi, E Daddi, G Barro, ...
The Astrophysical Journal 809 (1), 95, 2015
The high cadence transit survey (HiTS): Compilation and characterization of light-curve catalogs
J Martínez-Palomera, F Förster, P Protopapas, JC Maureira, P Lira, ...
The Astronomical Journal 156 (5), 186, 2018
Secretome from human mesenchymal stem cells-derived endothelial cells promotes wound healing in a type-2 diabetes mouse model
V Ormazabal, E Nova-Lampeti, D Rojas, FA Zúñiga, C Escudero, P Lagos, ...
International journal of molecular sciences 23 (2), 941, 2022
Supernovae detection by using convolutional neural networks
G Cabrera-Vives, I Reyes, F Förster, PA Estévez, JC Maureira
2016 International Joint Conference on Neural Networks (IJCNN), 251-258, 2016
Delight: Deep learning identification of galaxy hosts of transients using multiresolution images
F Förster, AMM Arancibia, I Reyes-Jainaga, A Gagliano, D Britt, ...
The Astronomical Journal 164 (5), 195, 2022
Systematic labeling bias: De-biasing where everyone is wrong
GF Cabrera, CJ Miller, J Schneider
2014 22nd International Conference on Pattern Recognition, 4417-4422, 2014
Asteroids’ size distribution and colors from hits
J Peña, C Fuentes, F Förster, J Martínez-Palomera, G Cabrera-Vives, ...
The Astronomical Journal 159 (4), 148, 2020
Enhanced rotational invariant convolutional neural network for supernovae detection
E Reyes, PA Estévez, I Reyes, G Cabrera-Vives, P Huijse, R Carrasco, ...
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
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Artículos 1–20