From System 1 to System 2 Deep Learning
Yoshua Bengio outlines a research trajectory from intuitive, data-driven System 1 deep learning towards architectures capable of conscious reasoning and causal understanding.
Yoshua Bengio
Professor
Standalone talks by Yoshua Bengio
2Self-contained public lectures, keynote addresses, and research seminars.
Turing Lecture: Deep Learning for AI and System-2 Reasoning
Reviews distributed representations and attention mechanisms before proposing sparse, modular causal factor graphs for out-of-distribution generalization.