Class-Incremental Learning by Knowledge Distillation with Adaptive Feature Consolidation

Minsoo Kang, Jaeyoo Park, Bohyung Han

We present a novel class incremental learning approach based on deep neural networks, which continually learns new tasks with limited memory for storing examples in the previous ta…