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Author

V. Nezhad

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Conference Jul 2026

Few-Shot Spatial Adaptation in Medical Vision-Language Models

Vision-language models (VLMs) have significantly advanced open-vocabulary image understanding by learning aligned representations from large-scale image-text datasets. Despite their zero-shot generalization capabilities, adapting these foundation models to specific application domains remains challenging. Full fine-tun...

M. A. Aydın, Furkan Genç, Efe Özdilek et al. · 0 citations
Conference Jul 2026

Output Steering for Latent Diffusion-Based MRI-to-CT Synthesis

Magnetic Resonance Imaging (MRI) and Computed Tomography (CT) are fundamental imaging modalities that provide complementary information for clinical assessment. However, CT acquisition may not always be preferred or available due to additional cost, workflow burden, and exposure to ionizing radiation. Therefore, reliab...

Efe Özdilek, Fuat Arslan, Boran Ismet Macun et al. · 0 citations

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