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Tyler Farghly — most-cited papers & profile · Generative Models
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Tyler Farghly
4
papers ·
0
citations
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Most-cited papers
Metropolis-Adjusted Diffusion Models
2026
Diffusion Models and the Manifold Hypothesis: Log-Domain Smoothing is Geometry Adaptive
2025
Implicit Regularisation in Diffusion Models: An Algorithm-Dependent Generalisation Analysis
2025
Mean-Square Analysis of Discretized Itô Diffusions for Heavy-tailed Sampling
2023
Top co-authors
Arnaud Doucet
· 1
Christopher Williams
· 1
George Deligiannidis
· 1
George Deligiannidis and Arnaud Doucet
· 1
Jakiw Pidstrigach
· 1
Jun Yang
· 1
Kevin H. Lam
· 1
Krishnakumar Balasubramanian
· 1
Murat A. Erdogdu
· 1
Patrick Rebeschini
· 1
Peter Potaptchik
· 1
Samuel Howard
· 1
Topics
stat.ML
cs.LG
math.ST
stat.TH
stat.CO
cs.AI
Training & Sampling
Diffusion Models