Derek Hoiem
Talk: Never Stop Learning
A critical aspect of human intelligence is that we're always learning and adapting. AI, on the other hand, is trained and frozen, sometimes able to look up information, but not to internally adapt. I'll talk about our recent work to make AI that never stops learning, particularly continual learning in large multimodal models, and steps towards episodic visual memory.
BIO:
Derek Hoiem is a Professor in the Siebel School, a University Scholar, and IEEE Fellow. His research is in creating more general AI, particularly in visual learning, and in 3D scene modeling and understanding. Derek is also co-founder and Chief Science Officer of Reconstruct, offering a visual command center to compare as-built to as-planned.