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Alain Durmus — most-cited papers & profile · Generative Models
← authors
·
overview
Alain Durmus
22
papers ·
45
citations ·
22
h-index
Centre National de la Recherche Scientifique · École Polytechnique · Centre de Mathématiques Appliquées de l'École polytechnique
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Most-cited papers
Monte Carlo Variational Auto-Encoders
2021 · 10 citations
Asymptotic Guarantees for Learning Generative Models with the Sliced-Wasserstein Distance
2019 · 8 citations
MetFlow: A New Efficient Method for Bridging the Gap between Markov Chain Monte Carlo and Variational Inference
2020 · 5 citations
Divide-and-Conquer Posterior Sampling for Denoising Diffusion Priors
2024 · 3 citations
Variational Diffusion Posterior Sampling with Midpoint Guidance
2024 · 3 citations
Variational Inference of overparameterized Bayesian Neural Networks: a theoretical and empirical study
2022 · 2 citations
A Mixture-Based Framework for Guiding Diffusion Models
2025 · 1 citations
Sampling from multi-modal distributions on Riemannian manifolds with training-free stochastic interpolants
2026
Categorical Reparameterization with Denoising Diffusion models
2026
Iterative Tilting for Diffusion Fine-Tuning
2025
Latent-Augmented Discrete Diffusion Models
2025
Copula-like Variational Inference
2019
Piecewise deterministic generative models
2024
Top co-authors
Eric Moulines
· 7
Yazid Janati
· 5
Jimmy Olsson
· 3
Achille Thin
· 2
Arnaud Doucet
· 2
Badr Moufad
· 2
Dario Shariatian
· 2
Maxim Panov
· 2
Nikita Kotelevskii
· 2
Andrea Bertazzi
· 1
Anna Korba
· 1
Badr Moufad
· 1
Topics
Training & Sampling
Diffusion Models
math.ST
stat.AP
Audio Generation
Conditioning & Control
stat.ML
GANs
math.NA
stat.TH