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Physion: Evaluating Physical Prediction from Vision in Humans and Machines



Daniel M. Bear , Elias Wang , Damian Mrowca , Felix J. Binder , Hsiau-Yu Fish Tung , R. T. Pramod , Cameron Holdaway , Sirui Tao , Kevin Smith , Fan-Yun Sun , Li Fei-Fei , Nancy Kanwisher , Joshua B. Tenenbaum , Daniel L. K. Yamins , Judith E. Fan

* 27 pages 

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ThreeDWorld: A Platform for Interactive Multi-Modal Physical Simulation



Chuang Gan , Jeremy Schwartz , Seth Alter , Martin Schrimpf , James Traer , Julian De Freitas , Jonas Kubilius , Abhishek Bhandwaldar , Nick Haber , Megumi Sano , Kuno Kim , Elias Wang , Damian Mrowca , Michael Lingelbach , Aidan Curtis , Kevin Feigelis , Daniel M. Bear , Dan Gutfreund , David Cox , James J. DiCarlo , Josh McDermott , Joshua B. Tenenbaum , Daniel L. K. Yamins

* Project page: http://www.threedworld.org 

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Learning Physical Graph Representations from Visual Scenes



Daniel M. Bear , Chaofei Fan , Damian Mrowca , Yunzhu Li , Seth Alter , Aran Nayebi , Jeremy Schwartz , Li Fei-Fei , Jiajun Wu , Joshua B. Tenenbaum , Daniel L. K. Yamins

* 23 pages; corrected affiliations and acknowledgments 

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Learning to Play with Intrinsically-Motivated Self-Aware Agents



Nick Haber , Damian Mrowca , Li Fei-Fei , Daniel L. K. Yamins

* In NIPS 2018. 10 pages, 5 figures 

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Flexible Neural Representation for Physics Prediction



Damian Mrowca , Chengxu Zhuang , Elias Wang , Nick Haber , Li Fei-Fei , Joshua B. Tenenbaum , Daniel L. K. Yamins

* 23 pages, 20 figures 

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Emergence of Structured Behaviors from Curiosity-Based Intrinsic Motivation



Nick Haber , Damian Mrowca , Li Fei-Fei , Daniel L. K. Yamins

* 6 pages, 5 figures 

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Spatial Semantic Regularisation for Large Scale Object Detection



Damian Mrowca , Marcus Rohrbach , Judy Hoffman , Ronghang Hu , Kate Saenko , Trevor Darrell

* accepted at ICCV 2015 

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