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George Deligiannidis — most-cited papers & profile · Generative Models
← authors
·
overview
George Deligiannidis
9
papers ·
11
citations ·
15
h-index
University of Oxford
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Conditional Simulation Using Diffusion Schrödinger Bridges
2022 · 4 citations
Error Bounds for Flow Matching Methods
2023 · 3 citations
Particle Denoising Diffusion Sampler
2024 · 2 citations
Convergence of Diffusion Models Under the Manifold Hypothesis in High-Dimensions
2024 · 1 citations
Nearly $d$-Linear Convergence Bounds for Diffusion Models via Stochastic Localization
2023 · 1 citations
Conditioning Diffusions Using Malliavin Calculus
2025
Linear Convergence of Diffusion Models Under the Manifold Hypothesis
2024
From Denoising Diffusions to Denoising Markov Models
2022
Top co-authors
Arnaud Doucet
· 5
Valentin De Bortoli
· 4
Joe Benton
· 3
Iskander Azangulov
· 2
Angus Phillips
· 1
Carles Domingo-Enrich
· 1
Elizabeth Baker
· 1
Hai-Dang Dau
· 1
Jakiw Pidstrigach
· 1
Judith Rousseau
· 1
Michael John Hutchinson
· 1
Nikolas Nüsken
· 1
Topics
Diffusion Models
Training & Sampling
Conditioning & Control