Émile Mathieu

De novo design of protein structure and function with RFdiffusion

Joseph L. Watson, David Juergens, Nathaniel R. Bennett et al. · Nature · 2023 · 2K citations · Full text

Engineering, Bioinformatics, Biology +15

Broadly applicable and accurate protein design by integrating structure prediction networks and diffusion generative models

Joseph L. Watson, David Juergens, Nathaniel R. Bennett et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2022 · 148 citations · Full text

Life Sciences, Bioinformatics, Computational Biology +15

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

Jason Yim, Brian L. Trippe, Valentin De Bortoli et al. · arXiv (Cornell University) · 2023 · 71 citations · Full text

Engineering, Biochemistry, Bioengineering +15

Disentangling Disentanglement in Variational Autoencoders

Émile Mathieu, Tom Rainforth, Yee Whye Teh · arXiv (Cornell University) · 2018 · 52 citations · Full text

Computing, Computer Science, Computer Vision +13

Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders

Émile Mathieu, Charline Le Lan, Chris J. Maddison et al. · arXiv (Cornell University) · 2019 · 49 citations · Full text

Computing, Computer Science, Computational Geometry +15