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Valentin De Bortoli — most-cited papers & profile · Generative Models
← authors
·
overview
Valentin De Bortoli
14
papers ·
162
citations ·
14
h-index
École Normale Supérieure - PSL · DATA4 (France) · Département d'Informatique
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Most-cited papers
Dynamical Regimes of Diffusion Models
2024 · 37 citations
Riemannian Score-Based Generative Modelling
2022 · 22 citations
Convergence of denoising diffusion models under the manifold hypothesis
2022 · 18 citations
Conditional Simulation Using Diffusion Schrödinger Bridges
2022 · 4 citations
Can Push-forward Generative Models Fit Multimodal Distributions?
2022 · 3 citations
Particle Denoising Diffusion Sampler
2024 · 2 citations
Distributional Diffusion Models with Scoring Rules
2025 · 1 citations
Trans-Dimensional Generative Modeling via Jump Diffusion Models
2023 · 1 citations
Nearly $d$-Linear Convergence Bounds for Diffusion Models via Stochastic Localization
2023 · 1 citations
Deep MMD Gradient Flow without adversarial training
2024 · 1 citations
Accelerated Diffusion Models via Speculative Sampling
2025
From Denoising Diffusions to Denoising Markov Models
2022
Top co-authors
Arnaud Doucet
· 8
George Deligiannidis
· 4
Alexandre Galashov
· 3
Arthur Gretton
· 3
Joe Benton
· 2
Agn\`es Desolneux
· 1
Andrew Campbell
· 1
Angus Phillips
· 1
Antoine Salmona
· 1
Christian Weilbach
· 1
Emile Mathieu
· 1
Giulio Biroli
· 1
Topics
Diffusion Models
Training & Sampling
GANs
Conditioning & Control