Before revision:  We further propose an efficient multi-task learning approach that learns an extra class agnostic instance segmentation head through sharing the prototype generation network with the semantic head .
After revision:  We further propose an efficient multi-task model which additionally provides semantic instance segmentation sharing the encoder .