On March 20, 2018, I gave a talk to the Machine Learning Research Group (MLRG) at the University of Guelph on continual learning, also called lifelong learning, which has been a hot research topic in recent years. Here, I reviewed a super interesting NIPS 2017 paper called Gradient Episodic Memory for Continual Learning  from Facebook AI Research (FAIR).
You can download my Google Slides in PDF.
More details coming soon…
 Lopez-Paz, D. and Ranzato, M. Gradient episodic memory for continual learning. In Advances in Neural Information Processing Systems (NIPS) 30, pp. 6467–6476. 2017.