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Emile Mathieu

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Improved motif-scaffolding with SE(3) flow matching

Jan 08, 2024
Jason Yim, Andrew Campbell, Emile Mathieu, Andrew Y. K. Foong, Michael Gastegger, José Jiménez-Luna, Sarah Lewis, Victor Garcia Satorras, Bastiaan S. Veeling, Frank Noé, Regina Barzilay, Tommi S. Jaakkola

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A framework for conditional diffusion modelling with applications in motif scaffolding for protein design

Dec 14, 2023
Kieran Didi, Francisco Vargas, Simon V Mathis, Vincent Dutordoir, Emile Mathieu, Urszula J Komorowska, Pietro Lio

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SE(3) Equivariant Augmented Coupling Flows

Aug 20, 2023
Laurence I. Midgley, Vincent Stimper, Javier Antorán, Emile Mathieu, Bernhard Schölkopf, José Miguel Hernández-Lobato

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Metropolis Sampling for Constrained Diffusion Models

Jul 11, 2023
Nic Fishman, Leo Klarner, Emile Mathieu, Michael Hutchinson, Valentin de Bortoli

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Geometric Neural Diffusion Processes

Jul 11, 2023
Emile Mathieu, Vincent Dutordoir, Michael J. Hutchinson, Valentin De Bortoli, Yee Whye Teh, Richard E. Turner

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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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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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