Guillermo Cabrera-Vives

19 papers B 3Journal 16

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	ASTROCO: Self-Supervised Conformer-Style Transformers for Light-Curve Embeddings. CoRR Antony Tan, Pavlos Protopapas, Martina Cádiz-Leyton, Guillermo Cabrera-Vives, Cristobal Donoso-Oliva, Ignacio Becker
2025	J	`jnl`	Applying Vision Transformers on Spectral Analysis of Astronomical Objects. CoRR Luis Felipe Strano Moraes, Ignacio Becker, Pavlos Protopapas, Guillermo Cabrera-Vives
2025	J	`jnl`	Astromer 2. CoRR Cristobal Donoso-Oliva, Ignacio Becker, Pavlos Protopapas, Guillermo Cabrera-Vives, Martina Cádiz-Leyton, Daniel Moreno-Cartagena
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	J	`jnl`	Quantifying massively parallel microbial growth with spatially mediated interactions. PLoS Comput. Biol. Florian Borse, Dovydas Kiciatovas, Teemu Kuosmanen, Mabel Vidal, Guillermo Cabrera-Vives, Johannes Cairns, Jonas Warringer, Ville Mustonen
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`	ASTROMER: A transformer-based embedding for the representation of light curves. CoRR Cristobal Donoso-Oliva, Ignacio Becker, Pavlos Protopapas, Guillermo Cabrera-Vives, Vishnu M., Harsh Vardhan
2022	J	`jnl`	Bonus computing: towards free-of-charge metacomputing in the public cloud. Computing Zheng Li, Pedro Pinacho Davidson, Monserrat Martínez-Marin, Guillermo Cabrera-Vives, Yiqun Chen, María Andrea Rodríguez, Albert Y. Zomaya, Rajiv Ranjan
2022	J	`jnl`	Con CoRR Manuel Pérez-Carrasco, Pavlos Protopapas, Guillermo Cabrera-Vives
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`	Precision silviculture: use of UAVs and comparison of deep learning models for the identification and segmentation of tree crowns in pine crops. Int. J. Digit. Earth Manuel Pérez-Carrasco, Bruno Karelovic, Roberto Molina, Rodrigo Saavedra, Pierluigi Cerulo, Guillermo Cabrera-Vives
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
2021	J	`jnl`	The effect of phased recurrent units in the classification of multiple catalogs of astronomical lightcurves. CoRR Cristobal Donoso-Oliva, Guillermo Cabrera-Vives, Pavlos Protopapas, Rodrigo Carrasco-Davis, Pablo A. Estévez
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`	Adversarial Variational Domain Adaptation. CoRR Manuel Pérez-Carrasco, Guillermo Cabrera-Vives, Pavlos Protopapas, Nicolas Astorga, Marouan Belhaj
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
2016	B	`conf`	Supernovae detection by using convolutional neural networks. IJCNN Guillermo Cabrera-Vives, Ignacio Reyes, Francisco Förster, Pablo A. Estévez, Juan-Carlos Maureira