Ulas Bagci
18 papers · 2023–2026 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (27) π Conference Polyglot Β· Silver π Keyword Champion (2) ποΈ Keyword Collector (92)
β‘
Prolific Year Β· Productive
π
Conference Pioneer
π
Century Club Β· Bronze
Top co-authors
Research topics
Deep Learning
(13)
Computer Vision
(12)
Healthcare & Medicine
(9)
Clinical
(9)
Architectures
(8)
Machine Learning
(6)
Domain-Specific
(6)
Models
(5)
Processing
(5)
Artificial Intelligence
(4)
Analysis
(3)
Application Areas
(3)
Core AI
(3)
Learning Types Β· Deep Learning
(3)
Learning Types Β· Machine Learning
(2)
Keywords
medical image segmentation
(5)
vision transformer
(3)
domain generalization
(2)
magnetic resonance imaging
(2)
semi-supervised learning
(2)
diffusion model
(2)
medical image synthesis
(2)
feature learning
(1)
image restoration
(1)
contrastive learning
(1)
multimodal learning
(1)
computer vision
(1)
signal representation
(1)
uncertainty quantification
(1)
domain adaptation
(1)
knowledge distillation
(1)
attention mechanism
(1)
image generation
(1)
medical imaging
(1)
deformable convolution
(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
Ultra-ECP: Ellipse-Constrained and Point-Robust Foundation Model Adaptation for Fetal Cardiac Ultrasound Segmentation
MIDL 2026
WFM: 3D Wavelet Flow Matching for Ultrafast Multi-Modal MRI Synthesis
MIDL 2026
Frequency-Domain Refinement of Vision Transformers for Robust Medical Image Segmentation under Degradation
WACV 2025
MedDelinea: Scalable and Efficient Medical Image Segmentation via Controllable Diffusion Transformers
MIDL 2025
Optimizing Neural Network Effectiveness via Non-Monotonicity Refinement
WACV 2025
Order-aware Interactive Segmentation
ICLR 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
VideoAds for Fast-Paced Video Understanding
ICCV 2025
Adaptive Smooth Activation Function for Improved Organ Segmentation and Disease Diagnosis
MICCAI 2024
Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation
WACV 2024
Domain Generalization With Correlated Style Uncertainty
WACV 2024
GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-Ray Classification
WACV 2024
INCODE: Implicit Neural Conditioning With Prior Knowledge Embeddings
WACV 2024
SynergyNet: Bridging the Gap Between Discrete and Continuous Representations for Precise Medical Image Segmentation
WACV 2024
TransNetR: Transformer-based Residual Network for Polyp Segmentation with Multi-Center Out-of-Distribution Testing
MIDL 2023