Rethinking ReplayRethinking Replay: Understanding and Avoiding the Stability Gap in Continual Learning

A C1 research project at KU Leuven focused on understanding and avoiding the stability gap in continual learning. The project rethinks the role of experience replay as a mechanism for balancing stability and plasticity in neural networks that learn sequentially.