A diffusion bridge model, instantiated from the residual diffusion bridge framework, reconstructs high-resolution MRI in ten deterministic sampling steps and outperforms nine baselines on PSNR, SSIM, and GMSD on 7T brain and prostate data.
Structure-preserving super resolution with gradient guidance
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
baseline 1
citation-polarity summary
fields
cs.CV 1years
2026 1verdicts
CONDITIONAL 1roles
baseline 1polarities
baseline 1representative citing papers
citing papers explorer
-
MRI super-resolution in ten sampling steps using a diffusion bridge model
A diffusion bridge model, instantiated from the residual diffusion bridge framework, reconstructs high-resolution MRI in ten deterministic sampling steps and outperforms nine baselines on PSNR, SSIM, and GMSD on 7T brain and prostate data.