Brayan Monroy

Ph.D Student in HDSP Group.

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I hold a B.S. and MSc. in Systems Engineering from the Universidad Industrial de Santander (UIS) in Bucaramanga, Colombia, and am currently pursuing a PhD in Computer Science at the same institution. My research at UIS focuses on imaging inverse problems, mathematical optimization, and deep learning applications. My research interests include inverse problems, mathematical optimization, and deep learning.

selected publications

  1. CVPR
    Generalized recorrupted-to-recorrupted: Self-supervised learning beyond Gaussian noise
    Brayan Monroy, Jorge Bacca, and Julián Tachella
    In Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR), Jun 2025
    PDF Code
  2. arXiv
    DeepInverse: A Python package for solving imaging inverse problems with deep learning
    Julián Tachella, Matthieu Terris, Samuel Hurault, and 9 more authors
    arXiv preprint arXiv:2505.20160, Jun 2025
    PDF Code