Caixia Zheng

Bi-Bridge: Bidirectional Diffusion Bridges for Low-Light Image Enhancement

Low-Light Image Enhancement (LLIE) is a challenging task, as severe information loss means a single input can correspond to multiple plausible restorations. This inherent ambiguity causes conventional regression-based models to produce overly-smooth results that lack detail. While recent generative