Randomized Neural Network with Adaptive Forward Regularization for Online Task-free Class Incremental Learning

Junda Wang, Minghui Hu, Ning Li +2

Class incremental learning (CIL) requires an agent to learn distinct tasks consecutively with knowledge retention against forgetting. Problems impeding the practical applications o…