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2020 – today
- 2024
[c7]Daniel Neira O., Pablo A. Estévez
, Francisco Förster:
Temporal Stamp Classifier: Classifying Short Sequences of Astronomical Alerts. IJCNN 2024: 1-9- [i8]Daniel Neira O., Pablo A. Estévez, Francisco Förster:
Temporal Stamp Classifier: Classifying Short Sequences of Astronomical Alerts. CoRR abs/2405.15073 (2024) - 2023
- [i7]Manuel Pérez-Carrasco, Guillermo Cabrera-Vives, Lorena Hernández-García, Francisco Förster, Paula Sánchez-Sáez, Alejandra Muñoz Arancibia, Nicolás Astorga, Franz E. Bauer, Amelia Bayo, Martina Cádiz-Leyton, Márcio Catelán:
Multi-Class Deep SVDD: Anomaly Detection Approach in Astronomy with Distinct Inlier Categories. CoRR abs/2308.05011 (2023) - [i6]Guillermo Cabrera-Vives, César Bolivar, Francisco Förster, Alejandra Muñoz Arancibia, Manuel Pérez-Carrasco, Esteban Reyes:
Domain Adaptation via Minimax Entropy for Real/Bogus Classification of Astronomical Alerts. CoRR abs/2308.07538 (2023) - 2022
- [j1]Diego Rodríguez-Mancini, Zheng Li, Camilo Valenzuela, Guillermo Cabrera-Vives, Francisco Förster:
Toward Fractal Development of Data Processing-Intensive Artificial Intelligence Systems. IEEE Softw. 39(6): 28-34 (2022) - [c6]Guillermo Cabrera-Vives, Zheng Li, Austen Rainer, Dionysis Athanasopoulos, Diego Rodríguez-Mancini, Francisco Förster:
Managing the Root Causes of "Internal API Hell": An Experience Report. PROFES 2022: 21-36 - [i5]Óscar Pimentel, Pablo A. Estévez, Francisco Förster:
Deep Attention-Based Supernovae Classification of Multi-Band Light-Curves. CoRR abs/2201.08482 (2022) - 2020
- [i4]Rodrigo Carrasco-Davis, Esteban Reyes, Camilo Valenzuela, Francisco Förster, Pablo A. Estévez, Giuliano Pignata, Franz E. Bauer, Ignacio Reyes, Paula Sánchez-Sáez, Guillermo Cabrera-Vives, Susana Eyheramendy, Márcio Catelán, Javier Arredondo, Ernesto Castillo-Navarrete, Diego Rodríguez-Mancini, Daniela Ruz-Mieres, Alberto Moya, Luis Sabatini-Gacitúa, Cristóbal Sepúlveda-Cobo, Ashish Mahabal, Javier Silva-Farfán, Ernesto Camacho-Iñiquez, Lluís Galbany:
Alert Classification for the ALeRCE Broker System: The Real-time Stamp Classifier. CoRR abs/2008.03309 (2020)
2010 – 2019
- 2019
- [i3]Eliu A. Huerta, Gabrielle Allen, Igor Andreoni, Javier Mauricio Antelis, Etienne Bachelet, G. Bruce Berriman, Federica B. Bianco, Rahul Biswas, Matias Carrasco Kind, Kyle Chard, Minsik Cho, Philip S. Cowperthwaite, Zachariah B. Etienne, Maya Fishbach, Francisco Förster, Daniel George, Tom Gibbs, Matthew J. Graham, William Gropp, Robert A. Gruendl, Anushri Gupta, Roland Haas, Sarah Habib, Elise Jennings, Margaret W. G. Johnson, Erik Katsavounidis, Daniel S. Katz, Asad Khan, Volodymyr V. Kindratenko, William T. C. Kramer, Xin Liu, Ashish Mahabal, Zsuzsa Márka, Kenton McHenry, Jonah Miller, Claudia Moreno, Mark S. Neubauer, Steve Oberlin, Alexander R. Olivas, Donald Petravick, Adam Rebei, Shawn Rosofsky, Milton Ruiz, Aaron Saxton, Bernard F. Schutz, Alexander G. Schwing, Ed Seidel, Stuart L. Shapiro, Hongyu Shen, Yue Shen, Leo Singer, Brigitta M. Sipocz, Lunan Sun, John Towns, Antonios Tsokaros, Wei Wei, Jack Wells, Timothy J. Williams, Jinjun Xiong, Zhizhen Zhao:
Enabling real-time multi-messenger astrophysics discoveries with deep learning. CoRR abs/1911.11779 (2019) - 2018
- [c5]Nicolas Astorga, Pablo Huijse, Pablo A. Estévez, Francisco Förster:
Clustering of Astronomical Transient Candidates Using Deep Variational Embedding. IJCNN 2018: 1-8 - [c4]Esteban Reyes, Pablo A. Estévez, Ignacio Reyes, Guillermo Cabrera-Vives, Pablo Huijse, Rodrigo Carrasco, Francisco Förster:
Enhanced Rotational Invariant Convolutional Neural Network for Supernovae Detection. IJCNN 2018: 1-8 - 2017
- [i2]Guillermo Cabrera-Vives, Ignacio Reyes, Francisco Förster, Pablo A. Estévez, Juan-Carlos Maureira:
Deep-HiTS: Rotation Invariant Convolutional Neural Network for Transient Detection. CoRR abs/1701.00458 (2017) - [i1]Pablo Huijse, Pablo A. Estévez, Francisco Förster, Scott F. Daniel, Andrew J. Connolly, Pavlos Protopapas, Rodrigo Carrasco, José C. Príncipe:
Robust period estimation using mutual information for multi-band light curves in the synoptic survey era. CoRR abs/1709.03541 (2017) - 2016
- [c3]Guillermo Cabrera-Vives, Ignacio Reyes, Francisco Förster, Pablo A. Estévez, Juan-Carlos Maureira:
Supernovae detection by using convolutional neural networks. IJCNN 2016: 251-258 - [c2]Pablo Huentelemu, Pablo A. Estévez, Francisco Förster:
Correntropy based filtering for supernova detection. IJCNN 2016: 3322-3329 - 2015
- [c1]Pablo Huijse, Pablo A. Estévez, Francisco Förster, Emanuel Berrocal:
Discriminating Variable Star Candidates in Large Image Databases from the HiTS Survey Using NMF. INNS Conference on Big Data 2015: 29-38
Coauthor Index
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