Preprint Open access
TC-ADA: One-Shot Active Domain Adaptation for Semantic Segmentation
Manual dense annotation remains a major obstacle to deploying semantic segmentation models in new driving environments. Active domain adaptation (ADA) seeks label-efficient transfer by annotating only a selected portion of the target domain. Existing ADA methods commonly implement this process through multiple rounds o …