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Emile Mathieu — most-cited papers & profile · Generative Models
← authors
·
overview
Emile Mathieu
9
papers ·
164
citations ·
14
h-index
University of Cambridge
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Disentangling Disentanglement in Variational Autoencoders
2018 · 52 citations
Riemannian Score-Based Generative Modelling
2022 · 22 citations
DEFT: Efficient Fine-Tuning of Diffusion Models by Learning the Generalised $h$-transform
2024 · 3 citations
Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders
2019 · 3 citations
On Incorporating Inductive Biases into VAEs
2021 · 1 citations
Top co-authors
Yee Whye Teh
· 4
Tom Rainforth
· 2
Alexander Denker
· 1
Arnaud Doucet
· 1
Charline Le Lan
· 1
Chris J. Maddison
· 1
Francisco Vargas
· 1
James Thornton
· 1
Kieran Didi
· 1
Michael Hutchinson
· 1
Ning Miao
· 1
N. Siddharth
· 1
Topics
cs.IT
Diffusion Models
eess.SP
math.IT
stat.ML
Training & Sampling
Conditioning & Control