Autoencoder-Based Incremental Class Learning without Retraining on Old Data

Euntae Choi, Kyungmi Lee, Kiyoung Choi

Incremental class learning, a scenario in continual learning context where classes and their training data are sequentially and disjointedly observed, challenges a problem widely k…