Catastrophic Forgetting Mitigation Through Plateau Phase Activity Profiling

Idan Mashiach, Oren Glickman, Tom Tirer

Catastrophic forgetting in deep neural networks occurs when learning new tasks degrades performance on previously learned tasks due to knowledge overwriting. Among the approaches t…