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Gilles Louppe — most-cited papers & profile · Generative Models
← authors
·
overview
Gilles Louppe
16
papers ·
70
citations ·
28
h-index
University of Liège · Montefiore Hospital
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Likelihood-free inference with an improved cross-entropy estimator
2018 · 21 citations
Adversarial Variational Optimization of Non-Differentiable Simulators
2017 · 19 citations
Diffusion Priors In Variational Autoencoders
2021 · 8 citations
Learning Diffusion Priors from Observations by Expectation Maximization
2024 · 5 citations
Lost in Latent Space: An Empirical Study of Latent Diffusion Models for Physics Emulation
2025
Top co-authors
Fran\c{c}ois Lanusse
· 2
Fran\c{c}ois Rozet
· 2
and Kyle Cranmer
· 1
Antoine Wehenkel
· 1
G\'er\^ome Andry
· 1
Joeri Hermans
· 1
Johann Brehmer
· 1
Juan Pavez
· 1
Kyle Cranmer
· 1
Markus Stoye
· 1
Michael McCabe
· 1
Ruben Ohana
· 1
Topics
cs.LG
stat.ML
physics.flu-dyn
GANs
Training & Sampling
Diffusion Models