Reducing catastrophic forgetting of incremental learning in the absence of rehearsal memory with task-specific token

Young Jo Choi, Min Kyoon Yoo, Yu Rang Park

Deep learning models generally display catastrophic forgetting when learning new data continuously. Many incremental learning approaches address this problem by reusing data from p…