| 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 | 141 | 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 |
