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)

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)

mustGAN: Multi-Stream Generative Adversarial Networks for MR Image Synthesis. - Mahmut Yurt; Salman Ul Hassan Dar; Aykut Erdem; Erkut Erdem; Tolga Çukur (CoRR, 2019)

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)

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)

Deep MRI Reconstruction with Generative Vision Transformers. - Yilmaz Korkmaz; Mahmut Yurt; Salman Ul Hassan Dar; Muzaffer Özbey; Tolga Çukur (MLMIR@MICCAI, 2021)

GRJointNET: Synergistic Completion and Part Segmentation on 3D Incomplete Point Clouds. - Yigit Gürses; Melisa Taspinar; Mahmut Yurt; Sedat Özer (SIU, 2021)

Three Dimensional MR Image Synthesis with Progressive Generative Adversarial Networks. - Muzaffer Özbey; Mahmut Yurt; Salman Ul Hassan Dar; 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)

ResViT: Residual vision transformers for multi-modal medical image synthesis. - Onat Dalmaz; Mahmut Yurt; Tolga Çukur (CoRR, 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)

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)

ResViT: Residual Vision Transformers for Multimodal Medical Image Synthesis. - Onat Dalmaz; Mahmut Yurt; 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)

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)

DDM2: Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models. - Tiange Xiang; Mahmut Yurt; Ali B. Syed; Kawin Setsompop; Akshay Chaudhari (ICLR, 2023)

On the Foundation Model for Cardiac MRI Reconstruction. - Chi Zhang; Michael Loecher; Cagan Alkan; Mahmut Yurt; Shreyas S. Vasanawala; Daniel B. Ennis (CMRxRecon/MBAS/STACOM@MICCAI, 2024)

I2I-Mamba: Multi-modal medical image synthesis via selective state space modeling. - Omer F. Atli; Bilal Kabas; Fuat Arslan; Mahmut Yurt; Onat Dalmaz; Tolga Çukur (CoRR, 2024)

ALN-P3: Unified Language Alignment for Perception, Prediction, and Planning in Autonomous Driving. - Yunsheng Ma; Burhaneddin Yaman; Xin Ye; Mahmut Yurt; Jingru Luo; Abhirup Mallik; Ziran Wang; Liu Ren (CoRR, 2025)

LTDA-Drive: LLMs-guided Generative Models based Long-tail Data Augmentation for Autonomous Driving. - Mahmut Yurt; Xin Ye; Yunsheng Ma; Jingru Luo; Abhirup Mallik; John Pauly; Burhaneddin Yaman; Liu Ren (CoRR, 2025)