Incremental Learning with Maximum Entropy Regularization: Rethinking Forgetting and Intransigence

Dahyun Kim, Jihwan Bae, Yeonsik Jo +1

Incremental learning suffers from two challenging problems; forgetting of old knowledge and intransigence on learning new knowledge. Prediction by the model incrementally learned w…