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Diffusion Models for Constrained Domains


Apr 11, 2023
Nic Fishman, Leo Klarner, Valentin De Bortoli, Emile Mathieu, Michael Hutchinson

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SE(3) diffusion model with application to protein backbone generation


Feb 11, 2023
Jason Yim, Brian L. Trippe, Valentin De Bortoli, Emile Mathieu, Arnaud Doucet, Regina Barzilay, Tommi Jaakkola

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Spectral Diffusion Processes


Sep 28, 2022
Angus Phillips, Thomas Seror, Michael Hutchinson, Valentin De Bortoli, Arnaud Doucet, Emile Mathieu

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* 16 pages, 11 figures, submitted to Score-based Method Workshop at 36th Conference on Neural Information Processing Systems (NeurIPS 2022) 

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Riemannian Diffusion Schrödinger Bridge


Jul 07, 2022
James Thornton, Michael Hutchinson, Emile Mathieu, Valentin De Bortoli, Yee Whye Teh, Arnaud Doucet

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* Accepted to Continuous Time Methods for Machine Learning, ICML 2022 

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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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Riemannian Score-Based Generative Modeling


Feb 06, 2022
Valentin De Bortoli, Emile Mathieu, Michael Hutchinson, James Thornton, Yee Whye Teh, Arnaud Doucet

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* 31 pages 

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InteL-VAEs: Adding Inductive Biases to Variational Auto-Encoders via Intermediary Latents


Jun 25, 2021
Ning Miao, Emile Mathieu, N. Siddharth, Yee Whye Teh, Tom Rainforth

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On Contrastive Representations of Stochastic Processes


Jun 18, 2021
Emile Mathieu, Adam Foster, Yee Whye Teh

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Riemannian Continuous Normalizing Flows


Jun 18, 2020
Emile Mathieu, Maximilian Nickel

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