Author

Yu-Lun Zhang

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Preprint Oct 2026

Hihaze: One-Step Diffusion for High-Resolution Real-World Image Dehazing

Experiments show that Hihaze surpasses state-of-the-art approaches in both visual quality and inference speed, and makes GPF a plug-and-play module for other dehazing models.

Zheng Chen, Yu-Chen Huang, Xiao-Yang Liu et al. · 0 citations

Preprint Aug 2026

BC-IHV: Conditioning the Color Space for Stable Rectified-Flow Low-Light Enhancement

This work proposes Structure-Anchored Rectified Flow (SA-RF), which maintains correspondence through separate chromaticity/intensity stems, a scale-matched condition pyramid, and HybridAda, and introduces BC-IHV, a learnable Box--Cox polar color space whose analytically invertible intensity mapping controls the inverse...

Yihao Ai, Zheng Chen, Yuanhao Cai et al. · 0 citations