Learning a Low-Rank Feature Representation: Achieving Better Trade-Off between Stability and Plasticity in Continual Learning

1 code implementation • 14 Dec 2023 • Zhenrong Liu, Yang Li, Yi Gong, Yik-Chung Wu

This approach optimizes network parameters in the null space of the past tasks' feature representation matrix to guarantee the stability.

Continual Learning