León Suárez-Rodríguez

According to our database, León Suárez-Rodríguez authored at least 11 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

DIPA: Distilled Preconditioned Algorithms for Solving Imaging Inverse Problems.

Romario Gualdrón-Hurtado, Roman Jacome, León Suárez-Rodríguez, Henry Arguello

CoRR, May, 2026

2025

Distilling Knowledge for Designing Computational Imaging Systems.

León Suárez-Rodríguez, Roman Jacome, Henry Arguello

IEEE Trans. Computational Imaging, 2025

NPN: Non-Linear Projections of the Null-Space for Imaging Inverse Problems.

Roman Jacome, Romario Gualdrón-Hurtado, León Suárez-Rodríguez, Henry Arguello

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Learning to Reconstruct Signals With Inexact Sensing Operator via Knowledge Distillation.

Roman Jacome, León Suárez-Rodríguez, Romario Gualdrón-Hurtado, Luis Gonzalez, Henry Arguello

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Improving Compressive Imaging Recovery via Measurement Augmentation.

Romario Gualdrón-Hurtado, Roman Jacome, León Suárez-Rodríguez, Emmanuel Martínez, Henry Arguello

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Compressive Imaging Reconstruction via Conditional Diffusion Model With Augmented Measurements.

Emmanuel Martínez, León Suárez-Rodríguez, Romario Gualdrón-Hurtado, Roman Jacome, Henry Arguello

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

DICE: Diffusion Consensus Equilibrium for Sparse-view CT Reconstruction.

León Suárez-Rodríguez, Roman Jacome, Romario Gualdrón-Hurtado, Ana Mantilla-Dulcey, Henry Arguello

Proceedings of the 10th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2025

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems.

Roman Jacome, Romario Gualdrón-Hurtado, León Suárez-Rodríguez, Henry Arguello

Proceedings of the 10th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2025

Deep Distillation Gradient Preconditioning for Inverse Problems.

Romario Gualdrón-Hurtado, Roman Jacome, León Suárez-Rodríguez, Laura Galvis, Henry Arguello

Proceedings of the 10th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2025

2024

GAN Supervised Seismic Data Reconstruction: An Enhanced Learning for Improved Generalization.

Paul Goyes-Peñafiel, León Suárez-Rodríguez, Claudia V. Correa P., Henry Arguello

IEEE Trans. Geosci. Remote. Sens., 2024

Highly Constrained Coded Aperture Imaging Systems Design Via a Knowledge Distillation Approach.

León Suárez-Rodríguez, Roman Jacome, Henry Arguello

Proceedings of the IEEE International Conference on Image Processing, 2024