Beyond Background Shift: Rethinking Instance Replay in Continual Semantic Segmentation

Hongmei Yin, Tingliang Feng, Fan Lyu +4

In this work, we focus on continual semantic segmentation (CSS), where segmentation networks are required to continuously learn new classes without erasing knowledge of previously…