Wei Cong*

Cs2K: Class-specific and Class-shared Knowledge Guidance for Incremental Semantic Segmentation

"Incremental semantic segmentation endeavors to segment newly encountered classes while maintaining knowledge of old classes. However, existing methods either 1) lack guidance from class-specific knowledge (i.e., old class prototypes), leading to a bias towards new classes, or 2) constrain class-sha…