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. arXiv
    Generalized Recorrupted-to-Recorrupted: Self-Supervised Learning Beyond Gaussian Noise
    Brayan Monroy, Jorge Bacca, and Julián Tachella
    arXiv preprint arXiv:2412.04648, 2024
    PDF Code
  2. JSTSP
    Designed Dithering Sign Activation for Binary Neural Networks
    Brayan Monroy, Juan Estupiñan, Tatiana Gelvez-Barrera, and 2 more authors
    IEEE Journal of Selected Topics in Signal Processing, 2024
    DOI arXiv PDF Code