Articles with public access mandates - Emile MathieuLearn more
Available somewhere: 12
De novo design of protein structure and function with RFdiffusion
JL Watson, D Juergens, NR Bennett, BL Trippe, J Yim, HE Eisenach, ...
Nature 620 (7976), 1089-1100, 2023
Mandates: US National Science Foundation, US Department of Energy, Bill & Melinda …
Disentangling disentanglement in variational autoencoders
E Mathieu, T Rainforth, N Siddharth, YW Teh
International conference on machine learning, 4402-4412, 2019
Mandates: UK Engineering and Physical Sciences Research Council, European Commission
Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders
E Mathieu, C Le Lan, CJ Maddison, R Tomioka, YW Teh
Advances in neural information processing systems, 12544-12555, 2019
Mandates: UK Engineering and Physical Sciences Research Council, European Commission
Broadly applicable and accurate protein design by integrating structure prediction networks and diffusion generative models
JL Watson, D Juergens, NR Bennett, BL Trippe, J Yim, HE Eisenach, ...
BioRxiv, 2022.12. 09.519842, 2022
Mandates: US National Science Foundation, US Department of Energy, Bill & Melinda …
Riemannian score-based generative modelling
V De Bortoli, E Mathieu, M Hutchinson, J Thornton, YW Teh, A Doucet
Advances in Neural Information Processing Systems 35, 2406-2422, 2022
Mandates: US Department of Defense, UK Engineering and Physical Sciences Research Council
Riemannian continuous normalizing flows
E Mathieu, M Nickel
Advances in Neural Information Processing Systems 33, 2503-2515, 2020
Mandates: UK Engineering and Physical Sciences Research Council, European Commission
Improved motif-scaffolding with SE (3) flow matching
J Yim, A Campbell, E Mathieu, AYK Foong, M Gastegger, J Jiménez-Luna, ...
ArXiv, arXiv: 2401.04082 v2, 2024
Mandates: Howard Hughes Medical Institute, UK Engineering and Physical Sciences …
On contrastive representations of stochastic processes
E Mathieu, A Foster, Y Teh
Advances in Neural Information Processing Systems 34, 28823-28835, 2021
Mandates: UK Engineering and Physical Sciences Research Council, European Commission
SE (3) equivariant augmented coupling flows
L Midgley, V Stimper, J Antorán, E Mathieu, B Schölkopf, ...
Advances in Neural Information Processing Systems 36, 2024
Mandates: UK Engineering and Physical Sciences Research Council, Federal Ministry of …
A dynamic simulation model to support reduction in illegal trade within legal wildlife markets
R Oyanedel, S Gelcich, E Mathieu, EJ Milner‐Gulland
Conservation Biology 36 (2), e13814, 2022
Mandates: UK Engineering and Physical Sciences Research Council, European Commission …
Geometric neural diffusion processes
E Mathieu, V Dutordoir, M Hutchinson, V De Bortoli, YW Teh, R Turner
Advances in Neural Information Processing Systems 36, 2024
Mandates: UK Engineering and Physical Sciences Research Council
DEFT: Efficient Fine-tuning of Diffusion Models by Learning the Generalised h-transform
A Denker, F Vargas, S Padhy, K Didi, SV Mathis, R Barbano, V Dutordoir, ...
NeurIPS, 2024
Mandates: UK Engineering and Physical Sciences Research Council
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