Recently, diffusion models as a hot paradigm have shown considerable superiority in image restoration with an unsupervised manner. However, they require iterative refinement from isotropic Gaussian ...

In real-world scenarios, the haze presents diversity and complexity. However, current dehazing researches usually focus solely on specific categories or the removal of common white haze, frequently ...