Luis I. Lopera González

Learning to reconstruct signals with inexact sensing operator via knowledge distillation

2025 · arXiv (Cornell University)

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 …