Causally Sufficient and Necessary Feature Expansion for Class-Incremental Learning
arXiv:2603.09145v2 Announce Type: replace
Abstract: Current expansion-based methods for Class Incremental Learning (CIL) effectively mitigate catastrophic forgetting by freezing old features. However, such task-specific features learned from the new t…