Zilei Wang*

Efficient Active Domain Adaptation for Semantic Segmentation by Selecting Information-rich Superpixels

"Unsupervised Domain Adaptation (UDA) for semantic segmentation has been widely studied to exploit the label-rich source data to assist the segmentation of unlabeled samples on target domain. Despite these efforts, UDA performance remains far below that of fully-supervised model owing to the lack of…