DynaGuide: A Generalizable Dynamic Guidance Framework for Zero-Shot Guided Unsupervised Semantic Segmentation

We propose DynaGuide, a generalizable dynamic guidance framework that enables zero-shot guided unsupervised semantic segmentation without requiring labeled training data. The framework dynamically incorporates guidance signals to steer the segmentation process across unseen categories and domains.