Scholar
Sotirios Tsaftaris ( Sotos Tsaftaris )
Google Scholar ID: jC1uFnYAAAAJ
Chair in Machine Learning and Computer Vision, The University of Edinburgh
Citations & Impact
Citations
8,545
H-index
48
i10-index
114
Publications
20
Co-authors
42
list available
Contact
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- SWiFT: Soft-Mask Weight Fine-tuning for Bias Mitigation
- Understanding metric-related pitfalls in image analysis validation
- Compositionally Equivariant Representation Learning
- Metrics reloaded: recommendations for image analysis validation
- Neural Networks Memorise Personal Information from One Sample
- The role of noise in denoising models for anomaly detection in medical images
- Adapting Vision Foundation Models for Plant Phenotyping
- Diffusion Models for Causal Discovery via Topological Ordering
Research Experience
- Leads the VIOS laboratory; involved in multiple AI-driven research projects, including but not limited to medical imaging analysis and plant phenotyping.
Background
- Dedicated to addressing societal and life science problems, focusing on research in artificial intelligence, computer vision, and inverse problems.
Miscellany
- VIOS (meaning 'life' in Greek) represents the team's passion for life sciences research.
