Overcoming catastrophic forgetting with hard attention to the task

Joan Serrà, Dídac Surís, Marius Miron +1

Catastrophic forgetting occurs when a neural network loses the information learned in a previous task after training on subsequent tasks. This problem remains a hurdle for artifici…