Sotirios A. Tsaftaris
11 papers · 2019–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer π Conference Polyglot (6)
π
Academic Marathon
(6)
π
Conference Pioneer
π
Century Club
(10)
β‘
Prolific Year
(6)
Conferences
MIDL (5)
ICLR (2)
CLEAR (1)
MICCAI (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
structural causal model
(2)
adversarial learning
(1)
medical imaging
(1)
image synthesis
(1)
image editing
(1)
image translation
(1)
instance segmentation
(1)
brain imaging
(1)
generative model
(1)
diffusion model
(1)
energy-based model
(1)
generative adversarial network
(1)
multi-modal alignment
(1)
latent diffusion model
(1)
prompt tuning
(1)
chest x-ray
(1)
counterfactual generation
(1)
counterfactual estimation
(1)
phrase grounding
(1)
mask transformer
(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
The MRI Scanner as a Diagnostic: Image-less Active Sampling
MICCAI 2024
Benchmarking Counterfactual Image Generation
NIPS 2024
FairTune: Optimizing Parameter Efficient Fine Tuning for Fairness in Medical Image Analysis
ICLR 2024
There Are No Shortcuts to Anywhere Worth Going: Identifying Shortcuts in Deep Learning Models for Medical Image Analysis
MIDL 2024
Parameter-Efficient Fine-Tuning for Medical Image Analysis: The Missed Opportunity
MIDL 2024
Erase to Enhance: Data-Efficient Machine Unlearning in MRI Reconstruction
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