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Sotirios A. Tsaftaris — most-cited papers & profile · Generative Models
← authors
·
overview
Sotirios A. Tsaftaris
11
papers ·
24
citations ·
47
h-index
University of Edinburgh
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Diffusion Causal Models for Counterfactual Estimation
2022 · 13 citations
Zero-Shot Medical Phrase Grounding with Off-the-shelf Diffusion Models
2024 · 4 citations
What is Healthy? Generative Counterfactual Diffusion for Lesion Localization
2022 · 3 citations
HSIC-InfoGAN: Learning Unsupervised Disentangled Representations by Maximising Approximated Mutual Information
2022 · 1 citations
Anatomy-Grounded Weakly Supervised Prompt Tuning for Chest X-ray Latent Diffusion Models
2025
Clinically Plausible Pathology-Anatomy Disentanglement in Patient Brain MRI with Structured Variational Priors
2022
A Causal Ordering Prior for Unsupervised Representation Learning
2023
Top co-authors
Alison Q. O'Neil
· 4
Konstantinos Vilouras
· 3
Pedro Sanchez
· 2
Pedro Sanchez
· 2
Anjun Hu
· 1
Antanas Kascenas
· 1
Avinash Kori
· 1
Ben Glocker
· 1
Brennan S. Nichyporuk
· 1
Changjian Shui
· 1
Douglas L. Arnold
· 1
Ilias Stogiannidis
· 1
Topics
Diffusion Models
Conditioning & Control
stat.ML
Text-to-Image
Training & Sampling
GANs
eess.IV
eess.SP