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Emile Mathieu

3 papers hereh-index 62.6k citations7 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • q-bio.QM1
same name
  • Emile Mathieu — 14 papers, h 14
  • Emile Mathieu — 1 paper, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedImproved motif-scaffolding with SE(3) flow matching

8 citations · 11 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2024★ 2 cited

DEFT: Efficient Fine-Tuning of Diffusion Models by Learning the Generalised h-transform

Alexander Denker, Francisco Vargas, Shreyas Padhy +7

Generative modelling paradigms based on denoising diffusion processes have emerged as a leading candidate for conditional sampling in inverse problems. In many real-world applicati…

q-bio.QM2024★ 8 cited

Improved motif-scaffolding with SE(3) flow matching

Jason Yim, Andrew Campbell, Emile Mathieu +9

Protein design often begins with the knowledge of a desired function from a motif which motif-scaffolding aims to construct a functional protein around. Recently, generative models…

cs.LG2023★ 1 cited

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

Kieran Didi, Francisco Vargas, Simon V Mathis +4

Many protein design applications, such as binder or enzyme design, require scaffolding a structural motif with high precision. Generative modelling paradigms based on denoising dif…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.