Adversarial Variational Domain Adaptation. - Manuel Pérez-Carrasco; Guillermo Cabrera-Vives; Pavlos Protopapas; Nicolas Astorga; Marouan Belhaj (CoRR, 2019)

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