Class-incremental Learning (CIL) enables the model to incrementally absorb knowledge from new classes and build a generic classifier across all previously encountered classes. When the model optimizes ...

Abstract: Class-incremental semantic segmentation (CISS) aims to incrementally learn novel classes while retaining the ability to segment old classes, and suffers catastrophic forgetting since the old ...