Enhancing Pre-Trained Model-Based Class-Incremental Learning through Neural Collapse

Kun He, Zijian Song, Shuoxi Zhang +1

Class-Incremental Learning (CIL) is a critical capability for real-world applications, enabling learning systems to adapt to new tasks while retaining knowledge from previous ones.…