On the Implicit Adversariality of Catastrophic Forgetting in Deep Continual Learning

Ze Peng, Jian Zhang, Jintao Guo +3

Continual learning seeks the human-like ability to accumulate new skills in machine intelligence. Its central challenge is catastrophic forgetting, whose underlying cause has not b…