Task Switching Without Forgetting via Proximal Decoupling

Pourya Shamsolmoali, Masoumeh Zareapoor, Eric Granger +2

In continual learning, the primary challenge is to learn new information without forgetting old knowledge. A common solution addresses this trade-off through regularization, penali…