Guillermo Cabrera-Vives

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 14

Top Topics

Convolutional Neural Network

Rotation Invariant

Feature Representations

Sufficient Training Data

Top Venues

Publications

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
Multi-Class Deep SVDD: Anomaly Detection Approach in Astronomy with Distinct Inlier Categories. CoRR (2023)
Guillermo Cabrera-Vives, César Bolivar, Francisco Förster, Alejandra Muñoz Arancibia, Manuel Pérez-Carrasco, Esteban Reyes
Domain Adaptation via Minimax Entropy for Real/Bogus Classification of Astronomical Alerts. CoRR (2023)
C. Donoso-Oliva, I. Becker, Pavlos Protopapas, Guillermo Cabrera-Vives, Vishnu M., Harsh Vardhan
ASTROMER: A transformer-based embedding for the representation of light curves. CoRR (2022)
Manuel Pérez-Carrasco, Pavlos Protopapas, Guillermo Cabrera-Vives
DA: Simplifying Semi-supervised Domain Adaptation by Learning Consistent and Contrastive Feature Representations. CoRR (2022)
Diego Rodríguez-Mancini, Zheng Li, Camilo Valenzuela, Guillermo Cabrera-Vives, Francisco Förster
Toward Fractal Development of Data Processing-Intensive Artificial Intelligence Systems. IEEE Softw. 39 (6) (2022)
Guillermo Cabrera-Vives, Zheng Li, Austen Rainer, Dionysis Athanasopoulos, Diego Rodríguez-Mancini, Francisco Förster
Managing the Root Causes of "Internal API Hell": An Experience Report. PROFES (2022)
Manuel Pérez-Carrasco, Bruno Karelovic, Roberto Molina, Rodrigo Saavedra, Pierluigi Cerulo, Guillermo Cabrera-Vives
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 15 (1) (2022)
Zheng Li, Pedro Pinacho Davidson, Monserrat Martínez-Marin, Guillermo Cabrera-Vives, Yiqun Chen, María Andrea Rodríguez, Albert Y. Zomaya, Rajiv Ranjan
Bonus computing: towards free-of-charge metacomputing in the public cloud. Computing 104 (1) (2022)
C. Donoso-Oliva, Guillermo Cabrera-Vives, Pavlos Protopapas, Rodrigo Carrasco-Davis, Pablo A. Estévez
The effect of phased recurrent units in the classification of multiple catalogs of astronomical lightcurves. CoRR (2021)
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
Alert Classification for the ALeRCE Broker System: The Real-time Stamp Classifier. CoRR (2020)
Manuel Pérez-Carrasco, Guillermo Cabrera-Vives, Pavlos Protopapas, Nicolas Astorga, Marouan Belhaj
Adversarial Variational Domain Adaptation. CoRR (2019)
Esteban Reyes, Pablo A. Estévez, Ignacio Reyes, Guillermo Cabrera-Vives, Pablo Huijse, Rodrigo Carrasco, Francisco Förster
Enhanced Rotational Invariant Convolutional Neural Network for Supernovae Detection. IJCNN (2018)
Guillermo Cabrera-Vives, Ignacio Reyes, Francisco Förster, Pablo A. Estévez, Juan-Carlos Maureira
Deep-HiTS: Rotation Invariant Convolutional Neural Network for Transient Detection. CoRR (2017)
Guillermo Cabrera-Vives, Ignacio Reyes, Francisco Förster, Pablo A. Estévez, Juan-Carlos Maureira
Supernovae detection by using convolutional neural networks. IJCNN (2016)