Galileo: Perceiving physical object properties by integrating a physics engine with deep learning

Humans demonstrate remarkable abilities to predict physical events in dynamic scenes, and to infer the physical properties of objects from static images. We propose a generative model for solving these problems of physical scene understanding from real-world videos and images. At the core of our gen...

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Bibliographic Details
Main Authors: Yildirim, Ilker, Wu, Jiajun, Lim, Joseph Jaewhan, Tenenbaum, Joshua B., Freeman, William T.
Other Authors: Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences
Format: Article
Language:en_US
Published: Neural Information Processing Systems Foundation 2018
Online Access:http://hdl.handle.net/1721.1/116135
https://orcid.org/0000-0002-4176-343X
https://orcid.org/0000-0002-2476-6428
https://orcid.org/0000-0002-2231-7995