Mehmet Akcakaya
4 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
Top co-authors
Research topics
Keywords
inverse problem
(2)
diffusion model
(2)
few-shot learning
(1)
transfer learning
(1)
self-supervised learning
(1)
medical imaging
(1)
data augmentation
(1)
posterior sampling
(1)
magnetic resonance imaging
(1)
hessian approximation
(1)
generative model
(1)
alternating direction method of multiplier
(1)
consistency model
(1)
few-shot segmentation
(1)
noise schedule
(1)
zero-shot adaptation
(1)
plug-and-play method
(1)
infrared imaging
(1)
mri reconstruction
(1)
zero-shot learning
(1)
Papers
PnP-CM: Consistency Models as Plug-and-Play Priors for Inverse Problems
CVPR 2026
Generative Model-Based Fusion for Improved Few-Shot Semantic Segmentation of Infrared Images
WACV 2025
Zero-Shot Adaptation for Approximate Posterior Sampling of Diffusion Models in Inverse Problems
ECCV 2024
Zero-Shot Self-Supervised Learning for MRI Reconstruction
ICLR 2022