Brayan Monroy

Ph.D Student in HDSP Group.

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I hold a B.S. and M.Sc. in Systems Engineering from the Universidad Industrial de Santander (UIS) in Bucaramanga, Colombia, and am currently pursuing a Ph.D. in Computer Science at the same institution. My research at UIS focuses on self-supervised techniques for imaging inverse problems involving linear and non-linear forward operators. I am also an active contributor to DeepInverse, an open-source library for solving inverse problems with 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