Realizing Continual Learning through Modeling a Learning System as a Fiber Bundle

Zhenfeng Cao

A human brain is capable of continual learning by nature; however the current mainstream deep neural networks suffer from a phenomenon named catastrophic forgetting (i.e., learning…