SRIL: Selective Regularization for Class-Incremental Learning

Jisu Han, Jaemin Na, Wonjun Hwang

Human intelligence gradually accepts new information and accumulates knowledge throughout the lifespan. However, deep learning models suffer from a catastrophic forgetting phenomen…