Brayan Monroy

Master Student in HDSP Group.

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I have a B.S. in systems engineering from the Universidad Industrial de Santander, Bucaramanga, Colombia, where I am working toward a master’s degree in Computer Science. My research interests include inverse problems, mathematical optimization, and deep learning.

selected publications [full list]

(*) denotes equal contribution

  1. Appl Opt
    JR2net: a joint non-linear representation and recovery network for compressive spectral imaging
    Brayan Monroy, Jorge Bacca, and Henry Arguello
    Appl. Opt. Sep 2022
    arXiv PDF Code
  2. ICASSP
    Deep Adaptive Superpixels For Hadamard Single Pixel Imaging In Near-Infrared Spectrum
    Brayan Monroy, Jorge Bacca, and Henry Arguello
    In ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Sep 2023
    PDF Code
  3. ICASSP
    Deep Plug-and-Play Algorithm for Unsaturated Imaging
    Jorge Bacca, Brayan Monroy, and Henry Arguello
    In ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Sep 2024
    PDF