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When Does Re-initialization Work?


Jun 20, 2022
Sheheryar Zaidi, Tudor Berariu, Hyunjik Kim, Jörg Bornschein, Claudia Clopath, Yee Whye Teh, Razvan Pascanu

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Pre-training via Denoising for Molecular Property Prediction


May 31, 2022
Sheheryar Zaidi, Michael Schaarschmidt, James Martens, Hyunjik Kim, Yee Whye Teh, Alvaro Sanchez-Gonzalez, Peter Battaglia, Razvan Pascanu, Jonathan Godwin

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Learning Instance-Specific Data Augmentations


May 31, 2022
Ning Miao, Emile Mathieu, Yann Dubois, Tom Rainforth, Yee Whye Teh, Adam Foster, Hyunjik Kim

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From data to functa: Your data point is a function and you should treat it like one


Jan 28, 2022
Emilien Dupont, Hyunjik Kim, S. M. Ali Eslami, Danilo Rezende, Dan Rosenbaum

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Group Equivariant Subsampling


Jun 10, 2021
Jin Xu, Hyunjik Kim, Tom Rainforth, Yee Whye Teh

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LieTransformer: Equivariant self-attention for Lie Groups


Dec 20, 2020
Michael Hutchinson, Charline Le Lan, Sheheryar Zaidi, Emilien Dupont, Yee Whye Teh, Hyunjik Kim

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Conditional Set Generation with Transformers


Jul 01, 2020
Adam R Kosiorek, Hyunjik Kim, Danilo J Rezende

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* 6 pages, 6 figures, ICML 2020 Workshop on Object-Oriented Learning 

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The Lipschitz Constant of Self-Attention


Jun 08, 2020
Hyunjik Kim, George Papamakarios, Andriy Mnih

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MetaFun: Meta-Learning with Iterative Functional Updates


Dec 05, 2019
Jin Xu, Jean-Francois Ton, Hyunjik Kim, Adam R. Kosiorek, Yee Whye Teh

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Meta-Learning surrogate models for sequential decision making


Mar 28, 2019
Alexandre Galashov, Jonathan Schwarz, Hyunjik Kim, Marta Garnelo, David Saxton, Pushmeet Kohli, S. M. Ali Eslami, Yee Whye Teh

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