Francisco Förster

17 papers B 6Journal 10Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Image-Based Multi-Survey Classification of Light Curves with a Pre-Trained Vision Transformer. CoRR Daniel Moreno-Cartagena, Guillermo Cabrera-Vives, Alejandra Muñoz Arancibia, Pavlos Protopapas, Francisco Förster, Márcio Catelán, Amelia Bayo, Pablo A. Estévez, Paula Sánchez-Sáez, Franz E. Bauer, M. Pavez-Herrera, Lorena Hernández-García, Gonzalo Rojas
2024	B	`conf`	Temporal Stamp Classifier: Classifying Short Sequences of Astronomical Alerts. IJCNN Daniel Neira O., Pablo A. Estévez, Francisco Förster
2024	J	`jnl`	Temporal Stamp Classifier: Classifying Short Sequences of Astronomical Alerts. CoRR Daniel Neira O., Pablo A. Estévez, Francisco Förster
2023	J	`jnl`	Domain Adaptation via Minimax Entropy for Real/Bogus Classification of Astronomical Alerts. CoRR Guillermo Cabrera-Vives, César Bolivar, Francisco Förster, Alejandra Muñoz Arancibia, Manuel Pérez-Carrasco, Esteban Reyes
2023	J	`jnl`	Multi-Class Deep SVDD: Anomaly Detection Approach in Astronomy with Distinct Inlier Categories. CoRR 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
2022	J	`jnl`	Deep Attention-Based Supernovae Classification of Multi-Band Light-Curves. CoRR Óscar Pimentel, Pablo A. Estévez, Francisco Förster
2022	B	`conf`	Managing the Root Causes of "Internal API Hell": An Experience Report. PROFES Guillermo Cabrera-Vives, Zheng Li, Austen Rainer, Dionysis Athanasopoulos, Diego Rodríguez-Mancini, Francisco Förster
2022	J	`jnl`	Toward Fractal Development of Data Processing-Intensive Artificial Intelligence Systems. IEEE Softw. Diego Rodríguez-Mancini, Zheng Li, Camilo Valenzuela, Guillermo Cabrera-Vives, Francisco Förster
2020	J	`jnl`	Alert Classification for the ALeRCE Broker System: The Real-time Stamp Classifier. CoRR 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
2019	J	`jnl`	Enabling real-time multi-messenger astrophysics discoveries with deep learning. CoRR 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
2018	B	`conf`	Clustering of Astronomical Transient Candidates Using Deep Variational Embedding. IJCNN Nicolas Astorga, Pablo Huijse, Pablo A. Estévez, Francisco Förster
2018	B	`conf`	Enhanced Rotational Invariant Convolutional Neural Network for Supernovae Detection. IJCNN Esteban Reyes, Pablo A. Estévez, Ignacio Reyes, Guillermo Cabrera-Vives, Pablo Huijse, Rodrigo Carrasco, Francisco Förster
2017	J	`jnl`	Deep-HiTS: Rotation Invariant Convolutional Neural Network for Transient Detection. CoRR Guillermo Cabrera-Vives, Ignacio Reyes, Francisco Förster, Pablo A. Estévez, Juan-Carlos Maureira
2017	J	`jnl`	Robust period estimation using mutual information for multi-band light curves in the synoptic survey era. CoRR Pablo Huijse, Pablo A. Estévez, Francisco Förster, Scott F. Daniel, Andrew J. Connolly, Pavlos Protopapas, Rodrigo Carrasco, José C. Príncipe
2016	B	`conf`	Correntropy based filtering for supernova detection. IJCNN Pablo Huentelemu, Pablo A. Estévez, Francisco Förster
2016	B	`conf`	Supernovae detection by using convolutional neural networks. IJCNN Guillermo Cabrera-Vives, Ignacio Reyes, Francisco Förster, Pablo A. Estévez, Juan-Carlos Maureira
2015	—	`conf`	Discriminating Variable Star Candidates in Large Image Databases from the HiTS Survey Using NMF. INNS Conference on Big Data Pablo Huijse, Pablo A. Estévez, Francisco Förster, Emanuel Berrocal