Discriminating Variable Star Candidates in Large Image Databases from the HiTS Survey Using NMF. - Pablo Huijse; Pablo A. Estévez; Francisco Förster; Emanuel Berrocal (INNS Conference on Big Data, 2015)

Supernovae detection by using convolutional neural networks. - Guillermo Cabrera-Vives; Ignacio Reyes; Francisco Förster; Pablo A. Estévez; Juan-Carlos Maureira (IJCNN, 2016)

Correntropy based filtering for supernova detection. - Pablo Huentelemu; Pablo A. Estévez; Francisco Förster (IJCNN, 2016)

Deep-HiTS: Rotation Invariant Convolutional Neural Network for Transient Detection. - Guillermo Cabrera-Vives; Ignacio Reyes; Francisco Förster; Pablo A. Estévez; Juan-Carlos Maureira (CoRR, 2017)

Robust period estimation using mutual information for multi-band light curves in the synoptic survey era. - Pablo Huijse; Pablo A. Estévez; Francisco Förster; Scott F. Daniel; Andrew J. Connolly; Pavlos Protopapas; Rodrigo Carrasco; José C. Príncipe (CoRR, 2017)

Clustering of Astronomical Transient Candidates Using Deep Variational Embedding. - Nicolas Astorga; Pablo Huijse; Pablo A. Estévez; Francisco Förster (IJCNN, 2018)

Enhanced Rotational Invariant Convolutional Neural Network for Supernovae Detection. - Esteban Reyes; Pablo A. Estévez; Ignacio Reyes; Guillermo Cabrera-Vives; Pablo Huijse; Rodrigo Carrasco; Francisco Förster (IJCNN, 2018)

Enabling real-time multi-messenger astrophysics discoveries with deep learning. - 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; et al. (CoRR, 2019)

Alert Classification for the ALeRCE Broker System: The Real-time Stamp Classifier. - 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; et al. (CoRR, 2020)

Managing the Root Causes of "Internal API Hell": An Experience Report. - Guillermo Cabrera-Vives; Zheng Li 001; Austen Rainer; Dionysis Athanasopoulos; Diego Rodríguez-Mancini; Francisco Förster (PROFES, 2022)

Deep Attention-Based Supernovae Classification of Multi-Band Light-Curves. - Óscar Pimentel; Pablo A. Estévez; Francisco Förster (CoRR, 2022)

Toward Fractal Development of Data Processing-Intensive Artificial Intelligence Systems. - Diego Rodríguez-Mancini; Zheng Li 001; Camilo Valenzuela; Guillermo Cabrera-Vives; Francisco Förster (IEEE Softw., 2022)

Multi-Class Deep SVDD: Anomaly Detection Approach in Astronomy with Distinct Inlier Categories. - 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 (CoRR, 2023)

Domain Adaptation via Minimax Entropy for Real/Bogus Classification of Astronomical Alerts. - Guillermo Cabrera-Vives; César Bolivar; Francisco Förster; Alejandra Muñoz Arancibia; Manuel Pérez-Carrasco; Esteban Reyes (CoRR, 2023)

Temporal Stamp Classifier: Classifying Short Sequences of Astronomical Alerts. - Daniel Neira O.; Pablo A. Estévez; Francisco Förster (IJCNN, 2024)

Image-Based Multi-Survey Classification of Light Curves with a Pre-Trained Vision Transformer. - 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; et al. (CoRR, 2025)