Romario Gualdrón-Hurtado

According to our database, Romario Gualdrón-Hurtado authored at least 12 papers between 2024 and 2026.

Collaborative distances:

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

2026

DIPA: Distilled Preconditioned Algorithms for Solving Imaging Inverse Problems.

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

CoRR, May, 2026

GSNR: Graph Smooth Null-Space Representation for Inverse Problems.

Romario Gualdrón-Hurtado, Roman Jacome, Rafael S. Suárez, Henry Arguello

CoRR, February, 2026

2025

Compressive Sensing with Augmented Measurements via Generative Self-Distillation.

Emmanuel Martínez, Roman Jacome, Romario Gualdrón-Hurtado, Iñaki Esnaola, Henry Arguello

Proceedings of the IEEE Statistical Signal Processing Workshop, 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

Deep Learned Non-Linear Propagation Model Regularizer for Compressive Spectral Imaging.

Romario Gualdrón-Hurtado, Henry Arguello, Jorge Bacca

IEEE Trans. Computational Imaging, 2024

Learning Point Spread Function Invertibility Assessment for Image Deconvolution.

Romario Gualdrón-Hurtado, Roman Jacome, Sergio Urrea, Henry Arguello, Luis Gonzalez

Proceedings of the 32nd European Signal Processing Conference, 2024