Towards Better Plasticity-Stability Trade-off in Incremental Learning: A Simple Linear Connector

Guoliang Lin, Hanlu Chu, Hanjiang Lai

Plasticity-stability dilemma is a main problem for incremental learning, where plasticity is referring to the ability to learn new knowledge, and stability retains the knowledge of…