Discontinuity-Preserving Image Super-Resolution using MRF-Regularized One-Step Diffusion
Published in Transactions on Machine Learning Research, 2026
A single-step diffusion-based image super-resolution framework with MRF prior regularization for efficient, sharp, and fast image super-resolution.
Recommended citation: Sanchar Palit, Subhasis Chaudhuri, and Biplab Banerjee, "Discontinuity-Preserving Image Super-Resolution using MRF-Regularized One-Step Diffusion", accepted at Transactions on Machine Learning Research (TMLR), 2026
Download Paper | Download Slides | Download Bibtex