Overcoming Growth-Induced Forgetting in Task-Agnostic Continual Learning

Yuqing Zhao, Jiannong Cao, Divya Saxena +4

In continual learning (CL), model growth enhances adaptability to new data. However, when model growth is applied improperly, especially in task-agnostic CL, where the entire grown…