PDAF estimates a latent domain prior with a lightweight diffusion model and uses it to condition segmentation features, improving domain-generalized semantic segmentation on four unseen urban datasets.
Collaborating foundation models for domain generalized semantic segmentation
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Exploring Probabilistic Modeling Beyond Domain Generalization for Semantic Segmentation
PDAF estimates a latent domain prior with a lightweight diffusion model and uses it to condition segmentation features, improving domain-generalized semantic segmentation on four unseen urban datasets.