2 papers
eess.IV2024
MCU-Net: A Multi-prior Collaborative Deep Unfolding Network with Gates-controlled Spatial Attention for Accelerated MR Image Reconstruction
Xiaoyu Qiao, Weisheng Li, Guofen Wang +1
Deep unfolding networks (DUNs) have demonstrated significant potential in accelerating magnetic resonance imaging (MRI). However, they often encounter high computational costs and…
cs.CV2024
Score-based Generative Priors Guided Model-driven Network for MRI Reconstruction
Xiaoyu Qiao, Weisheng Li, Bin Xiao +2
Score matching with Langevin dynamics (SMLD) method has been successfully applied to accelerated MRI. However, the hyperparameters in the sampling process require subtle tuning, ot…