2 papers
cs.CV2026
Physics-Driven Zero-Shot MRI Reconstruction with Non-local Image Priors
Lingtong Zhang, Wenlei Li, Mu He +2
Zero-Shot Self-Supervised Learning (ZS-SSL) has emerged as a promising paradigm for accelerated Magnetic Resonance Imaging (MRI) reconstruction, eliminating the reliance on fully-s…
eess.IV2025
MDPG: Multi-domain Diffusion Prior Guidance for MRI Reconstruction
Lingtong Zhang, Mengdie Song, Xiaohan Hao +2
Magnetic Resonance Imaging (MRI) reconstruction is essential in medical diagnostics. As the latest generative models, diffusion models (DMs) have struggled to produce high-fidelity…