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20222025
most citedControlling Vision-Language Models for Multi-Task Image Restoration

22 citations · 29 across the 7 of their papers we have counts for

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cs.LG2025

Efficient Image Restoration with State-Dependent Forward Diffusion

Ziwei Luo, Fredrik K. Gustafsson, Jens Sjölund +1

This paper proposes to perform image restoration through a state-dependent mean-reverting forward diffusion (FoD) process. In contrast to traditional diffusion-based approaches tha…