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HyperDynamics: Meta-Learning Object and Agent Dynamics with Hypernetworks



Zhou Xian , Shamit Lal , Hsiao-Yu Tung , Emmanouil Antonios Platanios , Katerina Fragkiadaki


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Disentangling 3D Prototypical Networks For Few-Shot Concept Learning



Mihir Prabhudesai , Shamit Lal , Darshan Patil , Hsiao-Yu Tung , Adam W Harley , Katerina Fragkiadaki


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Generative Models and Model Criticism via Optimized Maximum Mean Discrepancy



Dougal J. Sutherland , Hsiao-Yu Tung , Heiko Strathmann , Soumyajit De , Aaditya Ramdas , Alex Smola , Arthur Gretton

* Published at ICLR 2017 (public comments: http://openreview.net/forum?id=HJWHIKqgl ). v4: minor edits 

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Fast and Guaranteed Tensor Decomposition via Sketching



Yining Wang , Hsiao-Yu Tung , Alexander Smola , Animashree Anandkumar

* 29 pages. Appeared in Proceedings of Advances in Neural Information Processing Systems (NIPS), held at Montreal, Canada in 2015 

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