A Retention-Centric Framework for Continual Learning with Guaranteed Model Developmental Safety

Gang Li, Wendi Yu, Yao Yao +4

In real-world applications, learning-enabled systems often undergo iterative model development to address challenging or emerging tasks, which involve collecting new data, training…