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

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)

Adversarial Variational Domain Adaptation. - Manuel Pérez-Carrasco; Guillermo Cabrera-Vives; Pavlos Protopapas; Nicolas Astorga; Marouan Belhaj (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)

The effect of phased recurrent units in the classification of multiple catalogs of astronomical lightcurves. - Cristobal Donoso-Oliva; Guillermo Cabrera-Vives; Pavlos Protopapas; Rodrigo Carrasco-Davis; Pablo A. Estévez (CoRR, 2021)

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)

Bonus computing: towards free-of-charge metacomputing in the public cloud. - Zheng Li 001; Pedro Pinacho Davidson; Monserrat Martínez-Marin; Guillermo Cabrera-Vives; Yiqun Chen; María Andrea Rodríguez; Albert Y. Zomaya; Rajiv Ranjan 001 (Computing, 2022)

Con2DA: Simplifying Semi-supervised Domain Adaptation by Learning Consistent and Contrastive Feature Representations. - Manuel Pérez-Carrasco; Pavlos Protopapas; Guillermo Cabrera-Vives (CoRR, 2022)

ASTROMER: A transformer-based embedding for the representation of light curves. - Cristobal Donoso-Oliva; Ignacio Becker; Pavlos Protopapas; Guillermo Cabrera-Vives; Vishnu M.; Harsh Vardhan (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)

Precision silviculture: use of UAVs and comparison of deep learning models for the identification and segmentation of tree crowns in pine crops. - Manuel Pérez-Carrasco; Bruno Karelovic; Roberto Molina; Rodrigo Saavedra; Pierluigi Cerulo; Guillermo Cabrera-Vives (Int. J. Digit. Earth, 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)

Quantifying massively parallel microbial growth with spatially mediated interactions. - Florian Borse; Dovydas Kiciatovas; Teemu Kuosmanen; Mabel Vidal; Guillermo Cabrera-Vives; Johannes Cairns; Jonas Warringer; Ville Mustonen (PLoS Comput. Biol., 2024)

Astromer 2. - Cristobal Donoso-Oliva; Ignacio Becker; Pavlos Protopapas; Guillermo Cabrera-Vives; Martina Cádiz-Leyton; Daniel Moreno-Cartagena (CoRR, 2025)

Applying Vision Transformers on Spectral Analysis of Astronomical Objects. - Luis Felipe Strano Moraes; Ignacio Becker; Pavlos Protopapas; Guillermo Cabrera-Vives (CoRR, 2025)

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)