Mahmut Yurt

According to our database, Mahmut Yurt authored at least 16 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

DDM²: Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models.

Tiange Xiang, Mahmut Yurt, Ali B. Syed, Kawin Setsompop, Akshay Chaudhari

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Semi-Supervised Learning of MRI Synthesis Without Fully-Sampled Ground Truths.

Mahmut Yurt, Onat Dalmaz, Salman Ul Hassan Dar, Muzaffer Özbey, Berk Tinaz, Kader Karli Oguz, Tolga Çukur

IEEE Trans. Medical Imaging, 2022

Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers.

Yilmaz Korkmaz, Salman Ul Hassan Dar, Mahmut Yurt, Muzaffer Özbey, Tolga Çukur

IEEE Trans. Medical Imaging, 2022

ResViT: Residual Vision Transformers for Multimodal Medical Image Synthesis.

Onat Dalmaz, Mahmut Yurt, Tolga Çukur

IEEE Trans. Medical Imaging, 2022

Progressively volumetrized deep generative models for data-efficient contextual learning of MR image recovery.

Mahmut Yurt, Muzaffer Özbey, Salman Ul Hassan Dar, Berk Tinaz, Kader Karli Oguz, Tolga Çukur

Medical Image Anal., 2022

2021

mustGAN: multi-stream Generative Adversarial Networks for MR Image Synthesis.

Mahmut Yurt, Salman Ul Hassan Dar, Aykut Erdem, Erkut Erdem, Kader Karli Oguz, Tolga Çukur

Medical Image Anal., 2021

ResViT: Residual vision transformers for multi-modal medical image synthesis.

Onat Dalmaz, Mahmut Yurt, Tolga Çukur

CoRR, 2021

A Few-Shot Learning Approach for Accelerated MRI via Fusion of Data-Driven and Subject-Driven Priors.

Salman Ul Hassan Dar, Mahmut Yurt, Tolga Çukur

CoRR, 2021

Three Dimensional MR Image Synthesis with Progressive Generative Adversarial Networks.

Muzaffer Özbey, Mahmut Yurt, Salman Ul Hassan Dar, Tolga Çukur

CoRR, 2021

GRJointNET: Synergistic Completion and Part Segmentation on 3D Incomplete Point Clouds.

Yigit Gürses, Melisa Taspinar, Mahmut Yurt, Sedat Özer

Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

Deep MRI Reconstruction with Generative Vision Transformers.

Yilmaz Korkmaz, Mahmut Yurt, Salman Ul Hassan Dar, Muzaffer Özbey, Tolga Çukur

Proceedings of the Machine Learning for Medical Image Reconstruction, 2021

2020

Prior-Guided Image Reconstruction for Accelerated Multi-Contrast MRI via Generative Adversarial Networks.

Salman Ul Hassan Dar, Mahmut Yurt, Mohammad Shahdloo, Muhammed Emrullah Ildiz, Berk Tinaz, Tolga Çukur

IEEE J. Sel. Top. Signal Process., 2020

Semi-Supervised Learning of Mutually Accelerated Multi-Contrast MRI Synthesis without Fully-Sampled Ground-Truths.

Mahmut Yurt, Salman Ul Hassan Dar, Berk Tinaz, Muzaffer Özbey, Tolga Çukur

CoRR, 2020

2019

mustGAN: Multi-Stream Generative Adversarial Networks for MR Image Synthesis.

Mahmut Yurt, Salman Ul Hassan Dar, Aykut Erdem, Erkut Erdem, Tolga Çukur

CoRR, 2019

2018

Synergistic Reconstruction and Synthesis via Generative Adversarial Networks for Accelerated Multi-Contrast MRI.

Salman Ul Hassan Dar, Mahmut Yurt, Mohammad Shahdloo, Muhammed Emrullah Ildiz, Tolga Çukur

CoRR, 2018

Image Synthesis in Multi-Contrast MRI with Conditional Generative Adversarial Networks.

Salman Ul Hassan Dar, Mahmut Yurt, Levent Karacan, Aykut Erdem, Erkut Erdem, Tolga Çukur

CoRR, 2018