Efficient Non-Exemplar Class-Incremental Learning with Retrospective Feature Synthesis

Liang Bai, Hong Song, Yucong Lin +5

Despite the outstanding performance in many individual tasks, deep neural networks suffer from catastrophic forgetting when learning from continuous data streams in real-world scen…