Yoshua Bengio | From System 1 Deep Learning to System 2 Deep Learning | NeurIPS 2019

Slides: Summary: Past progress in deep learning has concentrated mostly on learning from a static dataset, mostly for perception tasks and other System 1 tasks which are done intuitively and unconsciously by humans. However, in recent years, a shift in research direction and new tools such as soft-attention and progress in deep reinforcement learning are opening the door to the development of novel deep architectures and training fram