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Joe Benton — most-cited papers & profile · Generative Models
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Joe Benton
5
papers ·
4
citations ·
6
h-index
University of Oxford
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Error Bounds for Flow Matching Methods
2023 · 3 citations
Nearly $d$-Linear Convergence Bounds for Diffusion Models via Stochastic Localization
2023 · 1 citations
Alpha-divergence Variational Inference Meets Importance Weighted Auto-Encoders: Methodology and Asymptotics
2022
From Denoising Diffusions to Denoising Markov Models
2022
Top co-authors
Arnaud Doucet
· 4
George Deligiannidis
· 3
Valentin De Bortoli
· 2
Kam\'elia Daudel
· 1
Yuyang Shi
· 1
Yuyang Shi
· 1
Topics
Diffusion Models
Training & Sampling
cs.IT
math.IT
stat.ML