Brayan Monroy

22 papers A* 1Misc 3Journal 12Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Deep Lightweight Unrolled Network for High Dynamic Range Modulo Imaging.
CoRR
Brayan Monroy, Jorge Bacca
2026 J jnl
Deep Lightweight Unrolled Network for High Dynamic Range Modulo Imaging.
IEEE Trans. Computational Imaging
Brayan Monroy, Jorge Bacca
2026 J jnl
Learning to Recorrupt: Noise Distribution Agnostic Self-Supervised Image Denoising.
CoRR
Brayan Monroy, Jorge Bacca, Julián Tachella
2026 J jnl
Scale Equivariance Regularization and Feature Lifting in High Dynamic Range Modulo Imaging.
CoRR
Brayan Monroy, Jorge Bacca
2025 J jnl
Autoregressive High-Order Finite Difference Modulo Imaging: High-Dynamic Range for Computer Vision Applications.
CoRR
Brayan Monroy, Kebin Contreras, Jorge Bacca
2025 J jnl
DeepInverse: A Python package for solving imaging inverse problems with deep learning.
J. Open Source Softw.
Julián Tachella, Matthieu Terris, Samuel Hurault, Andrew Wang, Leo Davy, Jérémy Scanvic, Victor Sechaud, Romain Vo, Thomas Moreau, Thomas Davies, Dongdong Chen, Nils Laurent, Brayan Monroy, Jonathan Dong, Zhiyuan Hu, Minh-Hai Nguyen, Florian Sarron, Pierre Weiss, Paul Escande, Mathurin Massias, Thibaut Modrzyk, Brett Levac, Tobías I. Liaudat, Maxime Song, Johannes Hertrich, Sebastian Neumayer, Georg Schramm
2025 A* conf
Generalized Recorrupted-to-Recorrupted: Self-Supervised Learning Beyond Gaussian Noise.
CVPR
Brayan Monroy, Jorge Bacca, Julián Tachella
2025 J jnl
High Dynamic Range Modulo Imaging for Robust Object Detection in Autonomous Driving.
CoRR
Kebin Contreras, Brayan Monroy, Jorge Bacca
2025 — conf
Scale Equivariance Regularization and Feature Lifting in High Dynamic Range Modulo Imaging.
CAMSAP
Brayan Monroy, Jorge Bacca
2024 — conf
Autoregressive High-Order Finite Difference Modulo Imaging: High-Dynamic Range for Computer Vision Applications.
ECCV Workshops (9)
Brayan Monroy, Kebin Contreras, Jorge Bacca
2024 Misc conf
Deep Plug-and-Play Algorithm for Unsaturated Imaging.
ICASSP
Jorge Bacca, Brayan Monroy, Henry Arguello
2024 J jnl
Designed Dithering Sign Activation for Binary Neural Networks.
CoRR
Brayan Monroy, Juan Estupiñán, Tatiana Gelvez-Barrera, Jorge Bacca, Henry Arguello
2024 J jnl
Designed Dithering Sign Activation for Binary Neural Networks.
IEEE J. Sel. Top. Signal Process.
Brayan Monroy, Juan Estupiñán, Tatiana Gelvez-Barrera, Jorge Bacca, Henry Arguello
2024 J jnl
Hadamard Row-Wise Generation Algorithm.
CoRR
Brayan Monroy, Jorge Bacca
2024 — conf
High Dynamic Range Modulo Imaging for Robust Object Detection in Autonomous Driving.
ECCV Workshops (7)
Kebin Contreras, Brayan Monroy, Jorge Bacca
2024 Misc conf
Plug-And-Play Algorithm Coupled with Low-Rank Quadratic Envelope Regularization for Compressive Spectral Imaging.
ICASSP
Jorge Bacca, Marcus Carlsson, Brayan Monroy, Henry Arguello
2024 — conf
Predicting The Spectrum: Deep Adaptive Sensing for Hadamard Single Pixel Spectral Imaging.
ICASSP Workshops
Brayan Monroy, Jorge Bacca, Henry Arguello
2023 J jnl
Automated chronic wounds medical assessment and tracking framework based on deep learning.
Comput. Biol. Medicine
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
2023 Misc conf
Deep Adaptive Superpixels For Hadamard Single Pixel Imaging In Near-Infrared Spectrum.
ICASSP
Brayan Monroy, Jorge Bacca, Henry Arguello
2023 — conf
Stochastic Deep Image Prior for Multishot Compressive Spectral Image Fusion.
ICASSP Workshops
Roman Jacome, Brayan Monroy, Jorge Bacca, Henry Arguello
2022 J jnl
JR2net: A Joint Non-Linear Representation and Recovery Network for Compressive Spectral Imaging.
CoRR
Brayan Monroy, Jorge Bacca, Henry Arguello
2021 — conf
Deep Low-Dimensional Spectral Image Representation for Compressive Spectral Reconstruction.
MLSP
Brayan Monroy, Jorge Bacca, Henry Arguello