Active Learning for Continual Learning: Keeping the Past Alive in the Present

Jaehyun Park, Dongmin Park, Jae-Gil Lee

Continual learning (CL) enables deep neural networks to adapt to ever-changing data distributions. In practice, there may be scenarios where annotation is costly, leading to active…