Zhen Zhang, Jielei Chu, Tianrui Li

Causally Sufficient and Necessary Feature Expansion for Class-Incremental Learning

arXiv:2603.09145v1 Announce Type: new Abstract: Current expansion-based methods for Class Incremental Learning (CIL) effectively mitigate catastrophic forgetting by freezing old features. However, such task-specific features …