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Classifying Image Sequences of Astronomical Transients with Deep Neural
  Networks
v1v2 (latest)

Classifying Image Sequences of Astronomical Transients with Deep Neural Networks

Monthly notices of the Royal Astronomical Society (MNRAS), 2020
28 April 2020
C. Caballero
Mauricio Neira
M. H. Hoyos
Pablo Arbelaez
J. Forero-Romero
ArXiv (abs)PDFHTML

Papers citing "Classifying Image Sequences of Astronomical Transients with Deep Neural Networks"

6 / 6 papers shown
Tilt your Head: Activating the Hidden Spatial-Invariance of Classifiers
Tilt your Head: Activating the Hidden Spatial-Invariance of ClassifiersInternational Conference on Machine Learning (ICML), 2024
Johann Schmidt
Sebastian Stober
343
6
0
06 May 2024
Identifying Transients in the Dark Energy Survey using Convolutional
  Neural Networks
Identifying Transients in the Dark Energy Survey using Convolutional Neural NetworksPublications of the Astronomical Society of the Pacific (PASP), 2022
V. Ayyar
R. Knop
Autumn Awbrey
A. Andersen
P. Nugent
165
4
0
18 Mar 2022
Deep Attention-Based Supernovae Classification of Multi-Band
  Light-Curves
Deep Attention-Based Supernovae Classification of Multi-Band Light-CurvesAstronomical Journal (AJ), 2022
O. Pimentel
P. Estévez
F. Förster
291
18
0
20 Jan 2022
PNet -- A Deep Learning Based Photometry and Astrometry Bayesian
  Framework
PNet -- A Deep Learning Based Photometry and Astrometry Bayesian FrameworkAstronomical Journal (AJ), 2021
Rui Sun
P. Jia
Yongyang Sun
Zhimin Yang
Qiang Liu
H. Wei
3DPC
338
4
0
28 Jun 2021
A Deep Learning Approach for Active Anomaly Detection of Extragalactic
  Transients
A Deep Learning Approach for Active Anomaly Detection of Extragalactic TransientsAstrophysical Journal Supplement Series (ApJS), 2021
V. A. Villar
M. Cranmer
E. Berger
Gabriella Contardo
S. Ho
G. Hosseinzadeh
J. Lin
176
37
0
22 Mar 2021
Alert Classification for the ALeRCE Broker System: The Real-time Stamp
  Classifier
Alert Classification for the ALeRCE Broker System: The Real-time Stamp ClassifierAstronomical Journal (AJ), 2020
R. Carrasco-Davis
E. Reyes
C. Valenzuela
F. Förster
P. Estévez
...
C. Sepúlveda-Cobo
Ashish Mahabal
J. Silva-Farfán
Ernesto Camacho-Iñiquez
L. Galbany
216
44
0
07 Aug 2020
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