Design of Explainability Module with Experts in the Loop for Visualization and Dynamic Adjustment of Continual Learning

Yujiang He, Zhixin Huang, Bernhard Sick

Continual learning can enable neural networks to evolve by learning new tasks sequentially in task-changing scenarios. However, two general and related challenges should be overcom…