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HyperDynamics: Meta-Learning Object and Agent Dynamics with Hypernetworks

Mar 17, 2021
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

Nov 06, 2020
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

Feb 10, 2017
Dougal J. Sutherland, Hsiao-Yu Tung, Heiko Strathmann, Soumyajit De, Aaditya Ramdas, Alex Smola, Arthur Gretton

* Published at ICLR 2017 (public comments: ). v4: minor edits 

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Fast and Guaranteed Tensor Decomposition via Sketching

Oct 20, 2015
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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