Sotirios A. Tsaftaris
11 papers · 2019–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (19) π Academic Marathon Β· Sprint π£ Hot Topic Early Bird
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Conference Pioneer
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Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Keywords
generative model
(2)
parameter-efficient fine-tuning
(2)
diffusion model
(2)
medical image analysis
(2)
structural causal model
(2)
image synthesis
(1)
kl divergence
(1)
adversarial learning
(1)
instance segmentation
(1)
text-to-image generation
(1)
medical imaging
(1)
brain imaging
(1)
generalization
(1)
image translation
(1)
convolutional network
(1)
image editing
(1)
foundation model
(1)
pre-trained model
(1)
causal discovery
(1)
shortcut learning
(1)
Papers
Anatomy-Grounded Weakly Supervised Prompt Tuning for Chest X-ray Latent Diffusion Models
MIDL 2026
GMT: Guided Mask Transformer for Leaf Instance Segmentation
WACV 2025
Benchmarking Counterfactual Image Generation
NeurIPS 2024
Erase to Enhance: Data-Efficient Machine Unlearning in MRI Reconstruction
MIDL 2024
FairTune: Optimizing Parameter Efficient Fine Tuning for Fairness in Medical Image Analysis
ICLR 2024
Parameter-Efficient Fine-Tuning for Medical Image Analysis: The Missed Opportunity
MIDL 2024
The MRI Scanner as a Diagnostic: Image-less Active Sampling
MICCAI 2024
There Are No Shortcuts to Anywhere Worth Going: Identifying Shortcuts in Deep Learning Models for Medical Image Analysis
MIDL 2024
Diffusion Models for Causal Discovery via Topological Ordering
ICLR 2023
Diffusion Causal Models for Counterfactual Estimation
CLeaR 2022
Adversarial Pseudo Healthy Synthesis Needs Pathology Factorization
MIDL 2019