Lifelong Learning Process: Self-Memory Supervising and Dynamically Growing Networks

Youcheng Huang, Tangchen Wei, Jundong Zhou +1

From childhood to youth, human gradually come to know the world. But for neural networks, this growing process seems difficult. Trapped in catastrophic forgetting, current research…