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2020 – today
- 2024
[i12]Omer F. Atli, Bilal Kabas, Fuat Arslan, Mahmut Yurt, Onat Dalmaz, Tolga Çukur:
I2I-Mamba: Multi-modal medical image synthesis via selective state space modeling. CoRR abs/2405.14022 (2024)- 2023
- [c3]Tiange Xiang, Mahmut Yurt, Ali B. Syed, Kawin Setsompop, Akshay Chaudhari:
DDM2: Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models. ICLR 2023 - [i11]Tiange Xiang
, Mahmut Yurt, Ali B. Syed, Kawin Setsompop, Akshay Chaudhari:
DDM2: Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models. CoRR abs/2302.03018 (2023) - [i10]Yigit Gürses, Melisa Taspinar, Mahmut Yurt, Sedat Ozer:
GRJointNET: Synergistic Completion and Part Segmentation on 3D Incomplete Point Clouds. CoRR abs/2311.13997 (2023) - 2022
- [j6]Mahmut Yurt, Muzaffer Özbey, Salman Ul Hassan Dar, Berk Tinaz, Kader Karli Oguz, Tolga Çukur:
Progressively volumetrized deep generative models for data-efficient contextual learning of MR image recovery. Medical Image Anal. 78: 102429 (2022) - [j5]Yilmaz Korkmaz, Salman Ul Hassan Dar, Mahmut Yurt, Muzaffer Özbey, Tolga Çukur:
Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers. IEEE Trans. Medical Imaging 41(7): 1747-1763 (2022) - [j4]Onat Dalmaz, Mahmut Yurt, Tolga Çukur:
ResViT: Residual Vision Transformers for Multimodal Medical Image Synthesis. IEEE Trans. Medical Imaging 41(10): 2598-2614 (2022) - [j3]Mahmut Yurt, Onat Dalmaz, Salman Ul Hassan Dar, Muzaffer Özbey, Berk Tinaz, Kader Karli Oguz, Tolga Çukur:
Semi-Supervised Learning of MRI Synthesis Without Fully-Sampled Ground Truths. IEEE Trans. Medical Imaging 41(12): 3895-3906 (2022) - 2021
- [j2]Mahmut Yurt, Salman Ul Hassan Dar, Aykut Erdem, Erkut Erdem, Kader Karli Oguz, Tolga Çukur:
mustGAN: multi-stream Generative Adversarial Networks for MR Image Synthesis. Medical Image Anal. 70: 101944 (2021) - [c2]Yilmaz Korkmaz, Mahmut Yurt, Salman Ul Hassan Dar, Muzaffer Özbey, Tolga Çukur:
Deep MRI Reconstruction with Generative Vision Transformers. MLMIR@MICCAI 2021: 54-64 - [c1]Yigit Gürses, Melisa Taspinar, Mahmut Yurt, Sedat Özer:
GRJointNET: Synergistic Completion and Part Segmentation on 3D Incomplete Point Clouds. SIU 2021: 1-4 - [i9]Muzaffer Özbey, Mahmut Yurt, Salman Ul Hassan Dar, Tolga Çukur:
Three Dimensional MR Image Synthesis with Progressive Generative Adversarial Networks. CoRR abs/2101.05218 (2021) - [i8]Salman Ul Hassan Dar, Mahmut Yurt, Tolga Çukur:
A Few-Shot Learning Approach for Accelerated MRI via Fusion of Data-Driven and Subject-Driven Priors. CoRR abs/2103.07790 (2021) - [i7]Yilmaz Korkmaz, Salman Ul Hassan Dar, Mahmut Yurt, Muzaffer Özbey, Tolga Çukur:
Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers. CoRR abs/2105.08059 (2021) - [i6]Onat Dalmaz, Mahmut Yurt, Tolga Çukur:
ResViT: Residual vision transformers for multi-modal medical image synthesis. CoRR abs/2106.16031 (2021) - 2020
- [j1]Salman Ul Hassan Dar, Mahmut Yurt, Mohammad Shahdloo, Muhammed Emrullah Ildiz, Berk Tinaz, Tolga Çukur:
Prior-Guided Image Reconstruction for Accelerated Multi-Contrast MRI via Generative Adversarial Networks. IEEE J. Sel. Top. Signal Process. 14(6): 1072-1087 (2020) - [i5]Mahmut Yurt, Muzaffer Özbey, Salman Ul Hassan Dar, Berk Tinaz, Kader Karli Oguz, Tolga Çukur:
Progressively Volumetrized Deep Generative Models for Data-Efficient Contextual Learning of MR Image Recovery. CoRR abs/2011.13913 (2020) - [i4]Mahmut Yurt, Salman Ul Hassan Dar, Berk Tinaz, Muzaffer Özbey, Tolga Çukur:
Semi-Supervised Learning of Mutually Accelerated Multi-Contrast MRI Synthesis without Fully-Sampled Ground-Truths. CoRR abs/2011.14347 (2020)
2010 – 2019
- 2019
- [i3]Mahmut Yurt, Salman Ul Hassan Dar, Aykut Erdem, Erkut Erdem, Tolga Çukur:
mustGAN: Multi-Stream Generative Adversarial Networks for MR Image Synthesis. CoRR abs/1909.11504 (2019) - 2018
- [i2]Salman Ul Hassan Dar, Mahmut Yurt, Levent Karacan, Aykut Erdem, Erkut Erdem, Tolga Çukur:
Image Synthesis in Multi-Contrast MRI with Conditional Generative Adversarial Networks. CoRR abs/1802.01221 (2018) - [i1]Salman Ul Hassan Dar, Mahmut Yurt, Mohammad Shahdloo, Muhammed Emrullah Ildiz, Tolga Çukur:
Synergistic Reconstruction and Synthesis via Generative Adversarial Networks for Accelerated Multi-Contrast MRI. CoRR abs/1805.10704 (2018)
Coauthor Index
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