Deep Low-Dimensional Spectral Image Representation for Compressive Spectral Reconstruction. - Brayan Monroy; Jorge Bacca; Henry Arguello (MLSP, 2021)

JR2net: A Joint Non-Linear Representation and Recovery Network for Compressive Spectral Imaging. - Brayan Monroy; Jorge Bacca; Henry Arguello (CoRR, 2022)

Stochastic Deep Image Prior for Multishot Compressive Spectral Image Fusion. - Roman Jacome; Brayan Monroy; Jorge Bacca; Henry Arguello (ICASSP Workshops, 2023)

Deep Adaptive Superpixels For Hadamard Single Pixel Imaging In Near-Infrared Spectrum. - Brayan Monroy; Jorge Bacca; Henry Arguello (ICASSP, 2023)

Automated chronic wounds medical assessment and tracking framework based on deep learning. - Brayan Monroy; Karen Sanchez; Paula Arguello; Juan Estupiñán; Jorge Bacca; Claudia V. Correa P.; Laura Valencia; Juan C. Castillo; Olinto Mieles; Henry Arguello; Sergio Castillo; Fernando Rojas Morales (Comput. Biol. Medicine, 2023)

High Dynamic Range Modulo Imaging for Robust Object Detection in Autonomous Driving. - Kebin Contreras; Brayan Monroy; Jorge Bacca (ECCV Workshops (7), 2024)

Autoregressive High-Order Finite Difference Modulo Imaging: High-Dynamic Range for Computer Vision Applications. - Brayan Monroy; Kebin Contreras; Jorge Bacca (ECCV Workshops (9), 2024)

Plug-And-Play Algorithm Coupled with Low-Rank Quadratic Envelope Regularization for Compressive Spectral Imaging. - Jorge Bacca; Marcus Carlsson; Brayan Monroy; Henry Arguello (ICASSP, 2024)

Deep Plug-and-Play Algorithm for Unsaturated Imaging. - Jorge Bacca; Brayan Monroy; Henry Arguello (ICASSP, 2024)

Predicting The Spectrum: Deep Adaptive Sensing for Hadamard Single Pixel Spectral Imaging. - Brayan Monroy; Jorge Bacca; Henry Arguello (ICASSP Workshops, 2024)

Hadamard Row-Wise Generation Algorithm. - Brayan Monroy; Jorge Bacca (CoRR, 2024)

CO2Wounds-V2 Extended Chronic Wounds Dataset From Leprosy Patients with Segmentation and Detection Labels. - Karen Sanchez; Carlos Hinojosa; Brayan Monroy; Paula Arguello; Claudia V. Correa P.; Jorge Bacca; Olinto Mieles; Chen Zhao 002; Bernard Ghanem; Henry Arguello (IEEE DataPort, 2024)

Designed Dithering Sign Activation for Binary Neural Networks. - Brayan Monroy; Juan Estupiñán; Tatiana Gelvez-Barrera; Jorge Bacca; Henry Arguello (IEEE J. Sel. Top. Signal Process., 2024)

Generalized Recorrupted-to-Recorrupted: Self-Supervised Learning Beyond Gaussian Noise. - Brayan Monroy; Jorge Bacca; Julián Tachella (CVPR, 2025)