Continual Learning: Tackling Catastrophic Forgetting in Deep Neural Networks with Replay Processes

Timothée Lesort

Humans learn all their life long. They accumulate knowledge from a sequence of learning experiences and remember the essential concepts without forgetting what they have learned pr…