Robust MRI Reconstruction by Smoothed Unrolling (SMUG)

1 code implementation • 12 Dec 2023 • Shijun Liang, Van Hoang Minh Nguyen, Jinghan Jia, Ismail Alkhouri, Sijia Liu, Saiprasad Ravishankar

To address this problem, we propose a novel image reconstruction framework, termed Smoothed Unrolling (SMUG), which advances a deep unrolling-based MRI reconstruction model using a randomized smoothing (RS)-based robust learning approach.

Adversarial Defense Image Classification +1