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CREATED:20250130T153439Z
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SUMMARY:PICS Colloquium: Learning to Model the World (and Yourself) from Vision
DESCRIPTION:In this talk\, I will discuss recent publications from my group that attempt at learning models of the world and the effect of the actions of an agent within that world self-supervised\, solely via interaction. In particular\, I will discuss the potential and challenges of video generative models as a candidate for such a world model\, the role of inductive biases using our recent work that discovers the kinematics of a robot as an example\, and finally a new research direction in which we attempt to discover the physical rules underlying our world without any inductive biases whatsoever.
URL:https://seasevents.nmsdev7.com/event/pics-colloquium-with-vincent-sitzmann/
LOCATION:PICS Conference Room 534 – A Wing \, 5th Floor\, 3401 Walnut Street\, Philadelphia\, PA\, 19104\, United States
CATEGORIES:Colloquium
ATTACH;FMTTYPE=image/jpeg:https://seasevents.nmsdev7.com/wp-content/uploads/2025/01/portrait-scaled-1.jpeg
ORGANIZER;CN="Penn Institute for Computational Science (PICS)":MAILTO:dkparks@seas.upenn.edu
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