Diana Vins

When to Learn and When to Stop: Quitting at the Optimal Time (Student Abstract)

Artificial neural networks (ANNs) struggle with continual learning, sacrificing performance on previously learned tasks to acquire new task knowledge. Here we propose a new approach allowing to mitigate catastrophic forgetting during continuous task learning. Typically a new task is trained until it…