Akcakaya, Mehmet

7 publications

NeurIPS 2025 Fast MRI for All: Bridging Access Gaps by Training Without Raw Data Yasar Utku Alcalar, Merve Gulle, Mehmet Akcakaya

WACV 2025 Generative Model-Based Fusion for Improved Few-Shot Semantic Segmentation of Infrared Images Junno Yun, Mehmet Akçakaya

NeurIPS 2025 Time-Embedded Algorithm Unrolling for Computational MRI Junno Yun, Yasar Utku Alcalar, Mehmet Akcakaya

ECCV 2024 Zero-Shot Adaptation for Approximate Posterior Sampling of Diffusion Models in Inverse Problems Yasar U Alcalar, Mehmet Akcakaya

NeurIPSW 2022 On the Robustness of Deep Learning-Based MRI Reconstruction to Image Transformations Jinghan Jia, Mingyi Hong, Yimeng Zhang, Mehmet Akcakaya, Sijia Liu

ICLR 2022 Zero-Shot Self-Supervised Learning for MRI Reconstruction Burhaneddin Yaman, Seyed Amir Hossein Hosseini, Mehmet Akcakaya

NeurIPSW 2021 Zero-Shot Physics-Guided Deep Learning for Subject-Specific MRI Reconstruction Burhaneddin Yaman, Seyed Amir Hossein Hosseini, Mehmet Akcakaya