Leon Suarez — accepted AI-conference papers

2025

Compressive Imaging Reconstruction via Conditional Diffusion Model With Augmented Measurements

Emmanuel Martínez, Leon Suarez, Romario Gualdrón-Hurtado, Roman Jacome, Henry Arguello

ICASSP 2025accepted

Compressive imaging (CI) consists of reconstructing images from incomplete observed data. The reconstruction process involves solving an ill-posed inverse problem which is highly dependent on the number of real measurements, with a greater number of measurements typically leading to more accurate re…

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2025

Learning to Reconstruct Signals With Inexact Sensing Operator via Knowledge Distillation

Roman Jacome, Leon Suarez, Romario Gualdrón-Hurtado, Luis Gonzalez, Henry Arguello

ICASSP 2025accepted

In computational optical imaging and wireless communications, signals are acquired through linear coded and noisy projections, which are recovered through computational algorithms. Deep model-based approaches, i.e., neural networks incorporating the sensing operators, are the state-of-the-art for si…

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