GoDiff improves object detection generalization across weather by generating pseudo-target images with a diffusion model and mixing style statistics during training, but the reported gains are modest and depend on knowing the test conditions.
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Object Style Diffusion for Generalized Object Detection in Urban Scene
GoDiff improves object detection generalization across weather by generating pseudo-target images with a diffusion model and mixing style statistics during training, but the reported gains are modest and depend on knowing the test conditions.