Académico · Postgrado UdeC
GUILLERMO FELIPE CABRERA VIVES
Doctor en Ciencias, Mención Computación
Universidad de Chile
guillecabrera@udec.cl-
Generalizing across astronomical surveys: Few-shot light curve classification with Astromer 2
ASTRONOMY & ASTROPHYSICS 2026 ARTÍCULO WOS - SCOPUS AUTOR
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A CT Dataset with RECIST Measurements and Comprehensive Segmentation Masks for Tumors and Lymph Nodes
SCIENTIFIC DATA 2026 ARTÍCULO WOS - SCOPUS AUTOR
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Caught in the web: Galaxy mergers along cosmic filaments
ASTRONOMY & ASTROPHYSICS 2026 ARTÍCULO WOS - SCOPUS AUTOR
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Applying vision transformers to the spectral analysis of astronomical objects
ASTRONOMY & ASTROPHYSICS 2026 ARTÍCULO WOS - SCOPUS AUTOR
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Uncertainty estimation for time series classification: Exploring predictive uncertainty in transformer-based models for variable stars
ASTRONOMY & ASTROPHYSICS 2025 ARTÍCULO WOS - SCOPUS AUTOR
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Leveraging pre-trained vision Transformers for multi-band photometric light curve classification
ASTRONOMY & ASTROPHYSICS 2025 ARTÍCULO WOS - SCOPUS AUTOR
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ALeRCE light curve classifier: Tidal disruption event expansion pack
ASTRONOMY & ASTROPHYSICS 2025 ARTÍCULO WOS - SCOPUS AUTOR
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Mitigating bias in deep learning: training unbiased models on biased data for the morphological classification of galaxies
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY 2024 ARTÍCULO WOS - SCOPUS AUTOR
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Quantifying massively parallel microbial growth with spatially mediated interactions
PLOS COMPUTATIONAL BIOLOGY 2024 ARTÍCULO WOS - SCOPUS AUTOR
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Astrometric and photometric characterization of ¿ Tel B combining two decades of observations
ASTRONOMY & ASTROPHYSICS 2024 ARTÍCULO WOS - SCOPUS AUTOR
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ATAT: Astronomical Transformer for time series and Tabular data
ASTRONOMY & ASTROPHYSICS 2024 ARTÍCULO WOS - SCOPUS AUTOR
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Human-in-the-Loop-A Deep Learning Strategy in Combination with a Patient-Specific Gaussian Mixture Model Leads to the Fast Characterization of Volumetric Ground-Glass Opacity and Consolidation in the Computed Tomography Scans of COVID-19 Patients
JOURNAL OF CLINICAL MEDICINE 2024 ARTÍCULO WOS - SCOPUS AUTOR
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Enhancing late postmortem interval prediction: a pilot study integrating proteomics and machine learning to distinguish human bone remains over 15 years
BIOLOGICAL RESEARCH 2024 ARTÍCULO WOS - SCIELO - SCOPUS AUTOR
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A novel optimal transport-based approach for interpolating spectral time series
ASTRONOMY & ASTROPHYSICS 2024 ARTÍCULO WOS - SCOPUS AUTOR
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ASTROMER A transformer-based embedding for the representation of light curves
ASTRONOMY & ASTROPHYSICS 2023 ARTÍCULO WOS - SCOPUS AUTOR
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Multiscale Stamps for Real-time Classification of Alert Streams
ASTROPHYSICAL JOURNAL LETTERS 2023 ARTÍCULO WOS - SCOPUS AUTOR
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Persistent and occasional: Searching for the variable population of the ZTF/4MOST sky using ZTF Data Release 11
ASTRONOMY & ASTROPHYSICS 2023 ARTÍCULO WOS - SCOPUS AUTOR
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Alert Classification for the ALeRCE Broker System: The Anomaly Detector
ASTRONOMICAL JOURNAL 2023 ARTÍCULO WOS - SCOPUS AUTOR
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A Novel Two-Phase Approach to Forest Harvesting Optimization Using Cable Logging
FORESTS 2023 ARTÍCULO WOS - SCOPUS AUTOR
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Secretome from Human Mesenchymal Stem Cells-Derived Endothelial Cells Promotes Wound Healing in a Type-2 Diabetes Mouse Model
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES 2022 ARTÍCULO WOS - SCOPUS AUTOR
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Analysis of Tumor-Infiltrating T-Cell Transcriptomes Reveal a Unique Genetic Signature across Different Types of Cancer
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES 2022 ARTÍCULO WOS - SCOPUS AUTOR
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DELIGHT: Deep Learning Identification of Galaxy Hosts of Transients using Multiresolution Images
ASTRONOMICAL JOURNAL 2022 ARTÍCULO WOS - SCOPUS AUTOR
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Toward Fractal Development of Data Processing-Intensive Artificial Intelligence Systems
IEEE SOFTWARE 2022 ARTÍCULO WOS - SCOPUS AUTOR
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Precision silviculture: use of UAVs and comparison of deep learning models for the identification and segmentation of tree crowns in pine crops
INTERNATIONAL JOURNAL OF DIGITAL EARTH 2022 ARTÍCULO WOS - SCOPUS AUTOR
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Alert Classification for the ALeRCE Broker System: The Light Curve Classifier
ASTRONOMICAL JOURNAL 2021 ARTÍCULO WOS - SCOPUS AUTOR
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The Automatic Learning for the Rapid Classification of Events (ALeRCE) Alert Broker
ASTRONOMICAL JOURNAL 2021 ARTÍCULO WOS - SCOPUS AUTOR
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The effect of phased recurrent units in the classification of multiple catalogues of astronomical light curves
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY 2021 ARTÍCULO WOS - SCOPUS AUTOR
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Searching for Changing-state AGNs in Massive Data Sets. I. Applying Deep Learning and Anomaly-detection Techniques to Find AGNs with Anomalous Variability Behaviors
ASTRONOMICAL JOURNAL 2021 ARTÍCULO WOS - SCOPUS AUTOR
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Alert Classification for the ALeRCE Broker System: The Real-time Stamp Classifier
ASTRONOMICAL JOURNAL 2021 ARTÍCULO WOS - SCOPUS AUTOR
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Bonus computing: towards free-of-charge metacomputing in the public cloud
COMPUTING 2021 ARTÍCULO WOS - SCOPUS AUTOR
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Asteroids' Size Distribution and Colors from HITS
ASTRONOMICAL JOURNAL 2020 ARTÍCULO WOS - SCOPUS AUTOR
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A phylogenetic analysis of galaxies in the Coma Cluster and the field: a new approach to galaxy evolution
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY 2020 ARTÍCULO WOS - SCOPUS AUTOR
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Multiband Galaxy Morphologies for CLASH: A Convolutional Neural Network Transferred from CANDELS
PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF THE PACIFIC 2019 ARTÍCULO WOS - SCOPUS AUTOR
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Deep learning for image sequence classification of astronomical events
PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF THE PACIFIC 2019 ARTÍCULO WOS - SCOPUS AUTOR
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Asteroids in the High Cadence Transient Survey
ASTRONOMICAL JOURNAL 2018 ARTÍCULO WOS - SCOPUS AUTOR
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The High Cadence Transit Survey (HiTS): Compilation and Characterization of Light-curve Catalogs
ASTRONOMICAL JOURNAL 2018 ARTÍCULO WOS - SCOPUS AUTOR
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The delay of shock breakout due to circumstellar material evident in most type II supernovae
NATURE ASTRONOMY 2018 ARTÍCULO WOS - SCOPUS AUTOR
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Systematic Labeling Bias in Galaxy Morphologies
ASTRONOMICAL JOURNAL 2018 ARTÍCULO WOS - SCOPUS AUTOR
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Deep-HiTS: Rotation Invariant Convolutional Neural Network for Transient Detection
ASTROPHYSICAL JOURNAL 2017 ARTÍCULO WOS - SCOPUS AUTOR