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COIN: COmpression with Implicit Neural representations

Mar 03, 2021
Emilien Dupont, Adam Goliński, Milad Alizadeh, Yee Whye Teh, Arnaud Doucet

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Generative Models as Distributions of Functions

Feb 09, 2021
Emilien Dupont, Yee Whye Teh, Arnaud Doucet

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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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STEER : Simple Temporal Regularization For Neural ODEs

Jun 18, 2020
Arnab Ghosh, Harkirat Singh Behl, Emilien Dupont, Philip H. S. Torr, Vinay Namboodiri

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Equivariant Neural Rendering

Jun 13, 2020
Emilien Dupont, Miguel Angel Bautista, Alex Colburn, Aditya Sankar, Carlos Guestrin, Josh Susskind, Qi Shan

* ICML 2020 camera ready 

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Augmented Neural ODEs

Apr 02, 2019
Emilien Dupont, Arnaud Doucet, Yee Whye Teh

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Learning Disentangled Joint Continuous and Discrete Representations

Oct 22, 2018
Emilien Dupont

* NIPS camera ready, added quantitative evaluation and figures for dsprites dataset 

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Probabilistic Semantic Inpainting with Pixel Constrained CNNs

Oct 08, 2018
Emilien Dupont, Suhas Suresha

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Generating Realistic Geology Conditioned on Physical Measurements with Generative Adversarial Networks

Jul 05, 2018
Emilien Dupont, Tuanfeng Zhang, Peter Tilke, Lin Liang, William Bailey

* Added ICML workshop info, more specific training details and more details on how images are chosen 

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