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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 ...
Abstract: Online class-incremental continual learning aims to learn new classes continually from a never-ending and single-pass data stream, while not forgetting the learned knowledge of old classes.