Gorkem Durak
6 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(11)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Computer Vision
(5)
Deep Learning
(4)
Healthcare & Medicine
(4)
Clinical
(4)
Domain-Specific
(3)
Machine Learning
(2)
Models
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Architectures
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Processing
(1)
Keywords
magnetic resonance imaging
(2)
medical image segmentation
(2)
semi-supervised learning
(2)
domain generalization
(1)
uncertainty quantification
(1)
knowledge distillation
(1)
image harmonization
(1)
diffusion model
(1)
foundation model
(1)
controllable generation
(1)
uncertainty estimation
(1)
domain shift
(1)
rectified flow
(1)
diffusion transformer
(1)
zero-shot segmentation
(1)
computed tomography
(1)
mean teacher
(1)
mri imaging
(1)
medical image synthesis
(1)
ct imaging
(1)
Papers
CrossPan: A Comprehensive Benchmark for Cross-Sequence Pancreas MRI Segmentation and Generalization
MIDL 2026
LUMINA: A Multi-Vendor Mammography Benchmark with Energy Harmonization Protocol
CVPR 2026
MedDelinea: Scalable and Efficient Medical Image Segmentation via Controllable Diffusion Transformers
MIDL 2025
Uncertainty-Guided Cross Attention Ensemble Mean Teacher for Semi-Supervised Medical Image Segmentation
WACV 2025
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis
ICCV 2025
Adaptive Smooth Activation Function for Improved Organ Segmentation and Disease Diagnosis
MICCAI 2024