Knowledge Capture and Replay for Continual Learning

Saisubramaniam Gopalakrishnan, Pranshu Ranjan Singh, Haytham Fayek +2

Deep neural networks have shown promise in several domains, and the learned data (task) specific information is implicitly stored in the network parameters. Extraction and utilizat…