Salman Ul Hassan Dar

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 36

Top Topics

Image Reconstruction

Diffusion Models

Magnetic Resonance Imaging

Top Venues

Medical Image Anal.

IEEE Trans. Medical Imaging

Publications

Salman Ul Hassan Dar, Isabelle Ayx, Marie Kapusta, Theano Papavassiliu, Stefan O. Schönberg, Sandy Engelhardt
Effect of Training Epoch Number on Patient Data Memorization in Unconditional Latent Diffusion Models. Bildverarbeitung für die Medizin (2024)
Salman Ul Hassan Dar, Marvin Seyfarth, Jannik Kahmann, Isabelle Ayx, Theano Papavassiliu, Stefan O. Schönberg, Sandy Engelhardt
Unconditional Latent Diffusion Models Memorize Patient Imaging Data. CoRR (2024)
Marvin Seyfarth, Salman Ul Hassan Dar, Sandy Engelhardt
Latent Pollution Model: The Hidden Carbon Footprint in 3D Image Synthesis. CoRR (2024)
Onat Dalmaz, Muhammad Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman Ul Hassan Dar, Emir Ceyani, Kader Karli Oguz, Salman Avestimehr, Tolga Çukur
One model to unite them all: Personalized federated learning of multi-contrast MRI synthesis. Medical Image Anal. 94 (2024)
Salman Ul Hassan Dar, Saban Öztürk, Muzaffer Özbey, Kader Karli Oguz, Tolga Çukur
Parallel-stream fusion of scan-specific and scan-general priors for learning deep MRI reconstruction in low-data regimes. Comput. Biol. Medicine 167 (2023)
Muzaffer Özbey, Onat Dalmaz, Salman Ul Hassan Dar, Hasan Atakan Bedel, Saban Öztürk, Alper Güngör, Tolga Çukur
Unsupervised Medical Image Translation With Adversarial Diffusion Models. IEEE Trans. Medical Imaging 42 (12) (2023)
Gökberk Elmas, Salman Ul Hassan Dar, Yilmaz Korkmaz, Emir Ceyani, Burak Susam, Muzaffer Özbey, Salman Avestimehr, Tolga Çukur
Federated Learning of Generative Image Priors for MRI Reconstruction. IEEE Trans. Medical Imaging 42 (7) (2023)
Salman Ul Hassan Dar, Arman Ghanaat, Jannik Kahmann, Isabelle Ayx, Theano Papavassiliu, Stefan O. Schönberg, Sandy Engelhardt
Investigating Data Memorization in 3D Latent Diffusion Models for Medical Image Synthesis. CoRR (2023)
Hasan Atakan Bedel, Irmak Sivgin, Onat Dalmaz, Salman Ul Hassan Dar, Tolga Çukur
BolT: Fused window transformers for fMRI time series analysis. Medical Image Anal. 88 (2023)
Salman Ul Hassan Dar, Arman Ghanaat, Jannik Kahmann, Isabelle Ayx, Theano Papavassiliu, Stefan O. Schönberg, Sandy Engelhardt
Investigating Data Memorization in 3D Latent Diffusion Models for Medical Image Synthesis. DGM4MICCAI (2023)
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) (2022)
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) (2022)
Onat Dalmaz, Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman Ul Hassan Dar, Tolga Çukur
A Specificity-Preserving Generative Model for Federated MRI Translation. DeCaF/FAIR@MICCAI (2022)
Hasan Atakan Bedel, Irmak Sivgin, Onat Dalmaz, Salman Ul Hassan Dar, Tolga Çukur
BolT: Fused Window Transformers for fMRI Time Series Analysis. CoRR (2022)
Sahan Yoruç Selçuk, Onat Dalmaz, Salman Ul Hassan Dar, Tolga Çukur
Improving Image Synthesis Quality in Multi-Contrast MRI Using Transfer Learning via Autoencoders. SIU (2022)
Onat Dalmaz, Idil Aytekin, Salman Ul Hassan Dar, Aykut Erdem, Erkut Erdem, Tolga Çukur
Multi-Contrast MRI Synthesis with Channel-Exchanging-Network. SIU (2022)
Onat Dalmaz, Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman Ul Hassan Dar, Emir Ceyani, Salman Avestimehr, Tolga Çukur
One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis. CoRR (2022)
Gokberk Elmas, Salman Ul Hassan Dar, Yilmaz Korkmaz, Emir Ceyani, Burak Susam, Muzaffer Özbey, Salman Avestimehr, Tolga Çukur
Federated Learning of Generative Image Priors for MRI Reconstruction. CoRR (2022)
Muzaffer Özbey, Salman Ul Hassan Dar, Hasan Atakan Bedel, Onat Dalmaz, Saban Öztürk, Alper Güngör, Tolga Çukur
Unsupervised Medical Image Translation with Adversarial Diffusion Models. CoRR (2022)
Onat Dalmaz, Baturay Saglam, Kaan Gönç, Salman Ul Hassan Dar, Tolga Çukur
Bottleneck Sharing Generative Adversarial Networks for Unified Multi-Contrast MR Image Synthesis. SIU (2022)
Salman Ul Hassan Dar, Saban Öztürk, Yilmaz Korkmaz, Gökberk Elmas, Muzaffer Özbey, Alper Güngör, Tolga Çukur
Adaptive Diffusion Priors for Accelerated MRI Reconstruction. CoRR (2022)
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 (2022)
Yilmaz Korkmaz, Salman Ul Hassan Dar, Mahmut Yurt, Muzaffer Özbey, Tolga Çukur
Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers. CoRR (2021)
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 (2021)
Yilmaz Korkmaz, Mahmut Yurt, Salman Ul Hassan Dar, Muzaffer Özbey, Tolga Çukur
Deep MRI Reconstruction with Generative Vision Transformers. MLMIR@MICCAI (2021)
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 (2021)
Muzaffer Özbey, Mahmut Yurt, Salman Ul Hassan Dar, Tolga Çukur
Three Dimensional MR Image Synthesis with Progressive Generative Adversarial Networks. CoRR (2021)
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) (2020)
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 (2020)
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 (2020)
Mahmut Yurt, Salman Ul Hassan Dar, Aykut Erdem, Erkut Erdem, Tolga Çukur
mustGAN: Multi-Stream Generative Adversarial Networks for MR Image Synthesis. CoRR (2019)
Emin Çelik, Salman Ul Hassan Dar, Özgür Yilmaz, Ümit Keles, Tolga Çukur
Spatially informed voxelwise modeling for naturalistic fMRI experiments. NeuroImage 186 (2019)
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 (2018)
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 (2018)
Salman Ul Hassan Dar, Tolga Çukur
A Transfer-Learning Approach for Accelerated MRI using Deep Neural Networks. CoRR (2017)
Salman Ul Hassan Dar, Tolga Çukur
Category-selective top-down modulation in the fusiform face area of the human brain during visual search. SIU (2017)