Publications

Selected list of publications:

  • “ATAT: Astronomical Transformer for time series and Tabular data”
    G Cabrera-Vives, D Moreno-Cartagena, N Astorga, et al., 2024, Astronomy & Astrophysics, 689, A289. article
  • “Mitigating bias in deep learning: training unbiased models on biased data for the morphological classification of galaxies”
    E Medina-Rosales, G Cabrera-Vives, C J Miller, 2024, Monthly Notices of the Royal Astronomical Society, 531, 1. article
  • “The automatic learning for the rapid classification of events (ALeRCE) alert broker”
    F Förster, G Cabrera-Vives et al., 2021, The Astronomical Journal, 161(5), 242. article
  • “Systematic labeling bias in galaxy morphologies”
    G Cabrera-Vives, CJ Miller, J Schneider, 2018, The Astronomical Journal 156 (6), 284, article
  • “Deep-HiTS: Rotation Invariant Convolutional Neural Network for Transient Detection”
    G. Cabrera-Vives, Ignacio Reyes, Francisco Förster, Pablo Estévez, Juan-Carlos Maureira, 2017, The Astrophysical Journal, 836, 97. article arxiv
  • “A Catalog of Visual-like Morphologies in the 5 CANDELS Fields Using Deep Learning”
    M. Huertas-Company, R. Gravet, G. Cabrera-Vives, et al, 2015, The Astrophysical Journal Supplement Series, 221, 8. article arxiv

A complete list of my publications can be obtained from my google scholar profile.