Task-Agnostic Guided Feature Expansion for Class-Incremental Learning

Bowen Zheng, Da-Wei Zhou, Han-Jia Ye +1

The ability to learn new concepts while preserve the learned knowledge is desirable for learning systems in Class-Incremental Learning (CIL). Recently, feature expansion of the mod…