C2FXNet: Coarse-to-Fine Scene Expert for Unified Object Detection across Adverse Weather
Object detection in adverse weather remains challenging because severe degradations weaken visual quality and disrupt semantic feature representations across diverse scenes. Existing methods usually rely on condition-specific designs, which limits their ability to generalize within a unified detector. In this paper, we...