Articles by G. Cabrera-Vives | Synthical

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G. Cabrera-Vives

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13

Leveraging Pre-Trained Visual Transformers for Multi-Band Photometric Light Curve Classification

27 February 2025 by Daniel Moreno-Cartagena and others

Instrumentation and Methods for Astrophysics

4 February 2025 by Cristobal Donoso-Oliva and others

Instrumentation and Methods for Astrophysics, Artificial Intelligence

Uncertainty estimation for time series classification: Exploring predictive uncertainty in transformer-based models for variable stars

13 December 2024 by Martina Cádiz-Leyton and others

Instrumentation and Methods for Astrophysics

Transformer-Based Astronomical Time Series Model with Uncertainty Estimation for Detecting Misclassified Instances

2 November 2024 by Martina Cádiz-Leyton and others

Instrumentation and Methods for Astrophysics

A Novel Optimal Transport-Based Approach for Interpolating Spectral Time Series: Paving the Way for Photometric Classification of Supernovae

25 September 2024 by Miriam Ramírez and others

High Energy Astrophysical Phenomena, Instrumentation and Methods for Astrophysics

Quantifying massively parallel microbial growth with spatially mediated interactions

22 July 2024 by F. Borse and others

ATAT: Astronomical Transformer for time series And Tabular data

16 May 2024 by G. Cabrera-Vives and others

Instrumentation and Methods for Astrophysics

Astrometric and photometric characterization of η Tel B combining two decades of observations

8 May 2024 by Pedro Henrique Nogueira and others

Solar and Stellar Astrophysics, Earth and Planetary Astrophysics

Persistent and occasional: searching for the variable population of the ZTF/4MOST sky using ZTF data release 11

17 April 2023 by P. Sánchez-Sáez and others

Instrumentation and Methods for Astrophysics, Astrophysics of Galaxies

ASTROMER: A transformer-based embedding for the representation of light curves

27 September 2022 by Cristobal Donoso-Oliva and others

Instrumentation and Methods for Astrophysics, Machine Learning

Searching for changing-state AGNs in massive datasets -- I: applying deep learning and anomaly detection techniques to find AGNs with anomalous variability behaviours

12 July 2021 by P. Sánchez-Sáez and others

Instrumentation and Methods for Astrophysics, Astrophysics of Galaxies

The effect of phased recurrent units in the classification of multiple catalogs of astronomical lightcurves

7 June 2021 by Cristobal Donoso-Oliva and others

Instrumentation and Methods for Astrophysics, Artificial Intelligence

Alert Classification for the ALeRCE Broker System: The Light Curve Classifier

19 November 2020 by P. Sánchez-Sáez and others

Instrumentation and Methods for Astrophysics, Astrophysics of Galaxies

A phylogenetic analysis of galaxies in the Coma Cluster and the field: a new approach to galaxy evolution

13 November 2020 by Monserrat Martinez-Marín and others

Astrophysics of Galaxies

The Automatic Learning for the Rapid Classification of Events (ALeRCE) Alert Broker

7 August 2020 by Francisco Förster and others

Instrumentation and Methods for Astrophysics, High Energy Astrophysical Phenomena

Asteroids' Size Distribution and Colors from HiTS

13 March 2020 by Jose Peña and others

Earth and Planetary Astrophysics

The delay of shock breakout due to circumstellar material seen in most Type II Supernovae

17 September 2018 by Francisco Förster and others

High Energy Astrophysical Phenomena

Asteroids in the High cadence Transient Survey

8 June 2018 by Jose Peña and others

Earth and Planetary Astrophysics

A catalog of visual-like morphologies in the 5 CANDELS fields using deep-learning

17 September 2015 by Marc Huertas-Company and others

Astrophysics of Galaxies, Cosmology and Nongalactic Astrophysics

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Instrumentation and Methods for Astrophysics Astrophysics of Galaxies Solar and Stellar Astrophysics Earth and Planetary Astrophysics High Energy Astrophysical Phenomena Machine Learning Artificial Intelligence Cosmology and Nongalactic Astrophysics