@misc{dl2-18-1, title={Overcoming catastrophic forgetting in neural networks}, author={James Kirkpatrick, Razvan Pascanu, Neil Rabinowitz, Joel Veness, Guillaume Desjardins, Andrei A. Rusu, Kieran Milan, John Quan, Tiago Ramalho, Agnieszka Grabska-Barwinska, Demis Hassabis, Claudia Clopath, Dharshan Kumaran, Raia Hadsell}, year={2017}, url={https://arxiv.org/abs/1612.00796v2} } @misc{dl2-18-2, title={Continual Learning Through Synaptic Intelligence}, author={Friedemann Zenke, Ben Poole, Surya Ganguli}, year={2017}, url={https://arxiv.org/abs/1703.04200v3} } @misc{dl2-18-3, title={Learning without Forgetting}, author={Zhizhong Li, Derek Hoiem}, year={2016}, url={https://arxiv.org/abs/1606.09282v3} } @misc{dl2-18-4, title={iCaRL: Incremental Classifier and Representation Learning}, author={Sylvestre-Alvise Rebuffi, Alexander Kolesnikov, Georg Sperl, Christoph H. Lampert}, year={2017}, url={https://arxiv.org/abs/1611.07725v2} } @misc{dl2-18-5, title={Gradient Episodic Memory for Continual Learning}, author={David Lopez-Paz, Marc'Aurelio Ranzato}, year={2017}, url={https://arxiv.org/abs/1706.08840v6} } @misc{dl2-18-6, title={Dark Experience for General Continual Learning: a Strong, Simple Baseline}, author={Pietro Buzzega, Matteo Boschini, Angelo Porrello, Davide Abati, Simone Calderara}, year={2020}, url={https://arxiv.org/abs/2004.07211v2} }