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Journal Articles
- 2022
[j3]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): 123-147 (2022)- [j2]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): 2223-2238 (2022) - [j1]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): 28-34 (2022)
Conference and Workshop Papers
- 2022
- [c3]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: 21-36 - 2018
- [c2]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: 1-8 - 2016
- [c1]Guillermo Cabrera-Vives, Ignacio Reyes, Francisco Förster, Pablo A. Estévez, Juan-Carlos Maureira:
Supernovae detection by using convolutional neural networks. IJCNN 2016: 251-258
Informal and Other Publications
- 2023
- [i8]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 abs/2308.05011 (2023) - [i7]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 abs/2308.07538 (2023) - 2022
- [i6]Manuel Pérez-Carrasco, Pavlos Protopapas, Guillermo Cabrera-Vives:
Con2DA: Simplifying Semi-supervised Domain Adaptation by Learning Consistent and Contrastive Feature Representations. CoRR abs/2204.01558 (2022) - [i5]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 abs/2205.01677 (2022) - 2021
- [i4]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 abs/2106.03736 (2021) - 2020
- [i3]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 abs/2008.03309 (2020) - 2019
- [i2]Manuel Pérez-Carrasco, Guillermo Cabrera-Vives, Pavlos Protopapas, Nicolas Astorga, Marouan Belhaj:
Adversarial Variational Domain Adaptation. CoRR abs/1909.11651 (2019) - 2017
- [i1]Guillermo Cabrera-Vives, Ignacio Reyes, Francisco Förster, Pablo A. Estévez, Juan-Carlos Maureira:
Deep-HiTS: Rotation Invariant Convolutional Neural Network for Transient Detection. CoRR abs/1701.00458 (2017)
Coauthor Index
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