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DTSTART;TZID=America/New_York:20190215T110000
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CREATED:20190211T202441Z
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SUMMARY:CIS Seminar:" Physical Scene Understanding"
DESCRIPTION:Abstract:  \nHuman intelligence is beyond pattern recognition. From a single image\, we’re able to explain what we see\, reconstruct them in 3D\, predict what’s going to happen\, and plan our actions. In this talk\, I will present our recent work on physical scene understanding—reverse-engineering these capacities to make machines that are versatile\, data-efficient\, and have better generalization ability. The core idea is to exploit the scene’s compositional structure by integrating deep recognition networks with generative\, approximate simulation engines. I’ll focus on a few topics: building an object representation for both its geometry and physics; learning compact\, interpretable dynamics models for planning and control; perception and reasoning beyond vision.
URL:https://seasevents.nmsdev7.com/event/cis-seminar-physical-scene-understanding/
LOCATION:Wu and Chen Auditorium (Room 101)\, Levine Hall\, 3330 Walnut Street\, Philadelphia\, PA\, 19104\, United States
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