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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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