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Author

Yuezhe Yang

Anhui University

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#diffusion models Open access Aug 2026

DARD: Zero-Shot Degradation-Aware Retinex-Guided Diffusion for Low-Light Image Enhancement

DARD first extracts image-specific physical priors from the degraded input through a test-time degradation-aware Retinex decomposition, thereby providing reliable structural guidance for zero-shot restoration and injects these priors into reverse diffusion through a timestep-adaptive frequency fusion strategy to balanc...

Wen-Jie Cai, Yuezhe Yang, Jian-Yang Xia et al. · 0 citations
Preprint Aug 2026

Feed-Forward Hierarchical Gaussian Diffusion for Extreme CT Reconstruction

HiGDiff is proposed, a feed-forward hierarchical Gaussian diffusion framework that decomposes reconstruction both spatially and from structure to detail in three distinct CT benchmark datasets.

Yuezhe Yang, Liang Cheng · 0 citations

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