The automatic learning for the rapid classification of events (ALeRCE) alert broker F Förster, G Cabrera-Vives, E Castillo-Navarrete, PA Estévez, ...
The Astronomical Journal 161 (5), 242, 2021
143 2021 Searching for changing-state agns in massive data sets. i. applying deep learning and anomaly-detection techniques to find agns with anomalous variability behaviors P Sánchez-Sáez, H Lira, L Martí, N Sanchez-Pi, J Arredondo, FE Bauer, ...
The Astronomical Journal 162 (5), 206, 2021
40 2021 Multiband galaxy morphologies for clash: a convolutional neural network transferred from candels M Pérez-Carrasco, G Cabrera-Vives, M Martinez-Marin, P Cerulo, ...
Publications of the Astronomical Society of the Pacific 131 (1004), 108002, 2019
27 2019 Precision silviculture: Use of UAVs and comparison of deep learning models for the identification and segmentation of tree crowns in pine crops M Pérez-Carrasco, B Karelovic, R Molina, R Saavedra, P Cerulo, ...
International Journal of Digital Earth 15 (1), 2223-2238, 2022
9 2022 Con DA: Simplifying Semi-supervised Domain Adaptation by Learning Consistent and Contrastive Feature Representations M Pérez-Carrasco, P Protopapas, G Cabrera-Vives
NeurIPS 2021 Workshop on Distribution Shifts: Connecting Methods and …, 2022
9 2022 Matching Embeddings for Domain Adaptation M Pérez-Carrasco, G Cabrera-Vives, P Protopapas, N Astorga, M Belhaj
arXiv preprint arXiv:1909.11651, 2019
2 * 2019 Alert Classification for the ALeRCE Broker System: The Anomaly Detector M Perez-Carrasco, G Cabrera-Vives, L Hernandez-García, F Förster, ...
The Astronomical Journal 166 (4), 151, 2023
1 2023 Hyperspectral shadow removal with Iterative Logistic Regression and latent Parametric Linear Combination of Gaussians CF Park, M Nasr, M Pérez-Carrasco, E Walker, D Finkbeiner, C Garraffo
arXiv preprint arXiv:2312.15386, 2023
2023 Domain Adaptation via Minimax Entropy for Real/Bogus Classification of Astronomical Alerts G Cabrera-Vives, C Bolivar, F Förster, AMM Arancibia, M Pérez-Carrasco, ...
arXiv preprint arXiv:2308.07538, 2023
2023 Positional Encodings for Light Curve Transformers: Playing with Positions and Attention D Moreno-Cartagena, G Cabrera-Vives, P Protopapas, C Donoso-Oliva, ...
arXiv preprint arXiv:2308.06404, 2023
2023 Multi-Class Deep SVDD: Anomaly Detection Approach in Astronomy with Distinct Inlier Categories M Pérez-Carrasco, G Cabrera-Vives, L Hernández-Garcıa, F Förster, ...
ICML 2023 Workshop on Machine Learning for Astrophysics, 2023
2023 Adversarial variational domain adaptation for semi-supervised image classification. MI Pérez Carrasco
Universidad de Concepción., 2019
2019