Salman Ul Hassan Dar

43 papers Journal 32Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CardioDiT: Latent Diffusion Transformers for 4D Cardiac MRI Synthesis. CoRR Marvin Seyfarth, Sarah Kaye Mueller, Arman Ghanaat, Isabelle Ayx, Fabian Fastenrath, Philipp Wild, Alexander Hertel, Theano Papavassiliu, Salman Ul Hassan Dar, Sandy Engelhardt
2026	—	`conf`	Rethinking Diversity Metrics in Medical Imaging with Wasserstein Distance. Bildverarbeitung für die Medizin Marvin Seyfarth, Salman Ul Hassan Dar, Sandy Engelhardt
2026	J	`jnl`	VolDiT: Controllable Volumetric Medical Image Synthesis with Diffusion Transformers. CoRR Marvin Seyfarth, Salman Ul Hassan Dar, Yannik Frisch, Philipp Wild, Norbert Frey, Florian André, Sandy Engelhardt
2025	—	`conf`	MedLoRD: A Medical Low-Resource Diffusion Model for High-Resolution 3D CT Image Synthesis. SASHIMI@MICCAI 2025 Marvin Seyfarth, Salman Ul Hassan Dar, Isabelle Ayx, Matthias Alexander Fink, Stefan O. Schönberg, Hans-Ulrich Kauczor, Sandy Engelhardt
2025	J	`jnl`	MedLoRD: A Medical Low-Resource Diffusion Model for High-Resolution 3D CT Image Synthesis. CoRR Marvin Seyfarth, Salman Ul Hassan Dar, Isabelle Ayx, Matthias Alexander Fink, Stefan O. Schönberg, Hans-Ulrich Kauczor, Sandy Engelhardt
2024	—	`conf`	Effect of Training Epoch Number on Patient Data Memorization in Unconditional Latent Diffusion Models. Bildverarbeitung für die Medizin Salman Ul Hassan Dar, Isabelle Ayx, Marie Kapusta, Theano Papavassiliu, Stefan O. Schönberg, Sandy Engelhardt
2024	—	`conf`	Latent Pollution Model: The Hidden Carbon Footprint in 3D Image Synthesis. SASHIMI@MICCAI Marvin Seyfarth, Salman Ul Hassan Dar, Sandy Engelhardt
2024	J	`jnl`	Latent Pollution Model: The Hidden Carbon Footprint in 3D Image Synthesis. CoRR Marvin Seyfarth, Salman Ul Hassan Dar, Sandy Engelhardt
2024	J	`jnl`	One model to unite them all: Personalized federated learning of multi-contrast MRI synthesis. Medical Image Anal. Onat Dalmaz, Muhammad Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman Ul Hassan Dar, Emir Ceyani, Kader Karli Oguz, Salman Avestimehr, Tolga Çukur
2024	J	`jnl`	Unconditional Latent Diffusion Models Memorize Patient Imaging Data. CoRR Salman Ul Hassan Dar, Marvin Seyfarth, Jannik Kahmann, Isabelle Ayx, Theano Papavassiliu, Stefan O. Schönberg, Sandy Engelhardt
2023	J	`jnl`	Adaptive diffusion priors for accelerated MRI reconstruction. Medical Image Anal. Alper Güngör, Salman Ul Hassan Dar, Saban Öztürk, Yilmaz Korkmaz, Hasan Atakan Bedel, Gökberk Elmas, Muzaffer Özbey, Tolga Çukur
2023	J	`jnl`	BolT: Fused window transformers for fMRI time series analysis. Medical Image Anal. Hasan Atakan Bedel, Irmak Sivgin, Onat Dalmaz, Salman Ul Hassan Dar, Tolga Çukur
2023	J	`jnl`	Federated Learning of Generative Image Priors for MRI Reconstruction. IEEE Trans. Medical Imaging Gökberk Elmas, Salman Ul Hassan Dar, Yilmaz Korkmaz, Emir Ceyani, Burak Susam, Muzaffer Özbey, Salman Avestimehr, Tolga Çukur
2023	—	`conf`	Investigating Data Memorization in 3D Latent Diffusion Models for Medical Image Synthesis. DGM4MICCAI Salman Ul Hassan Dar, Arman Ghanaat, Jannik Kahmann, Isabelle Ayx, Theano Papavassiliu, Stefan O. Schönberg, Sandy Engelhardt
2023	J	`jnl`	Investigating Data Memorization in 3D Latent Diffusion Models for Medical Image Synthesis. CoRR Salman Ul Hassan Dar, Arman Ghanaat, Jannik Kahmann, Isabelle Ayx, Theano Papavassiliu, Stefan O. Schönberg, Sandy Engelhardt
2023	J	`jnl`	Parallel-stream fusion of scan-specific and scan-general priors for learning deep MRI reconstruction in low-data regimes. Comput. Biol. Medicine Salman Ul Hassan Dar, Saban Öztürk, Muzaffer Özbey, Kader Karli Oguz, Tolga Çukur
2023	J	`jnl`	Unsupervised Medical Image Translation With Adversarial Diffusion Models. IEEE Trans. Medical Imaging Muzaffer Özbey, Onat Dalmaz, Salman Ul Hassan Dar, Hasan Atakan Bedel, Saban Öztürk, Alper Güngör, Tolga Çukur
2022	—	`conf`	A Specificity-Preserving Generative Model for Federated MRI Translation. DeCaF/FAIR@MICCAI Onat Dalmaz, Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman Ul Hassan Dar, Tolga Çukur
2022	J	`jnl`	Adaptive Diffusion Priors for Accelerated MRI Reconstruction. CoRR Salman Ul Hassan Dar, Saban Öztürk, Yilmaz Korkmaz, Gökberk Elmas, Muzaffer Özbey, Alper Güngör, Tolga Çukur
2022	J	`jnl`	BolT: Fused Window Transformers for fMRI Time Series Analysis. CoRR Hasan Atakan Bedel, Irmak Sivgin, Onat Dalmaz, Salman Ul Hassan Dar, Tolga Çukur
2022	—	`conf`	Bottleneck Sharing Generative Adversarial Networks for Unified Multi-Contrast MR Image Synthesis. SIU Onat Dalmaz, Baturay Saglam, Kaan Gönç, Salman Ul Hassan Dar, Tolga Çukur
2022	J	`jnl`	Federated Learning of Generative Image Priors for MRI Reconstruction. CoRR Gökberk Elmas, Salman Ul Hassan Dar, Yilmaz Korkmaz, Emir Ceyani, Burak Susam, Muzaffer Özbey, Salman Avestimehr, Tolga Çukur
2022	—	`conf`	Improving Image Synthesis Quality in Multi-Contrast MRI Using Transfer Learning via Autoencoders. SIU Sahan Yoruç Selçuk, Onat Dalmaz, Salman Ul Hassan Dar, Tolga Çukur
2022	—	`conf`	Multi-Contrast MRI Synthesis with Channel-Exchanging-Network. SIU Onat Dalmaz, Idil Aytekin, Salman Ul Hassan Dar, Aykut Erdem, Erkut Erdem, Tolga Çukur
2022	J	`jnl`	One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis. CoRR Onat Dalmaz, Muhammad Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman Ul Hassan Dar, Emir Ceyani, Salman Avestimehr, Tolga Çukur
2022	J	`jnl`	Progressively volumetrized deep generative models for data-efficient contextual learning of MR image recovery. Medical Image Anal. Mahmut Yurt, Muzaffer Özbey, Salman Ul Hassan Dar, Berk Tinaz, Kader Karli Oguz, Tolga Çukur
2022	J	`jnl`	Semi-Supervised Learning of MRI Synthesis Without Fully-Sampled Ground Truths. IEEE Trans. Medical Imaging Mahmut Yurt, Onat Dalmaz, Salman Ul Hassan Dar, Muzaffer Özbey, Berk Tinaz, Kader Karli Oguz, Tolga Çukur
2022	J	`jnl`	Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers. IEEE Trans. Medical Imaging Yilmaz Korkmaz, Salman Ul Hassan Dar, Mahmut Yurt, Muzaffer Özbey, Tolga Çukur
2022	J	`jnl`	Unsupervised Medical Image Translation with Adversarial Diffusion Models. CoRR Muzaffer Özbey, Salman Ul Hassan Dar, Hasan Atakan Bedel, Onat Dalmaz, Saban Öztürk, Alper Güngör, Tolga Çukur
2021	J	`jnl`	A Few-Shot Learning Approach for Accelerated MRI via Fusion of Data-Driven and Subject-Driven Priors. CoRR Salman Ul Hassan Dar, Mahmut Yurt, Tolga Çukur
2021	—	`conf`	Deep MRI Reconstruction with Generative Vision Transformers. MLMIR@MICCAI Yilmaz Korkmaz, Mahmut Yurt, Salman Ul Hassan Dar, Muzaffer Özbey, Tolga Çukur
2021	J	`jnl`	Three Dimensional MR Image Synthesis with Progressive Generative Adversarial Networks. CoRR Muzaffer Özbey, Mahmut Yurt, Salman Ul Hassan Dar, Tolga Çukur
2021	J	`jnl`	Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers. CoRR Yilmaz Korkmaz, Salman Ul Hassan Dar, Mahmut Yurt, Muzaffer Özbey, Tolga Çukur
2021	J	`jnl`	mustGAN: multi-stream Generative Adversarial Networks for MR Image Synthesis. Medical Image Anal. Mahmut Yurt, Salman Ul Hassan Dar, Aykut Erdem, Erkut Erdem, Kader Karli Oguz, Tolga Çukur
2020	J	`jnl`	Prior-Guided Image Reconstruction for Accelerated Multi-Contrast MRI via Generative Adversarial Networks. IEEE J. Sel. Top. Signal Process. Salman Ul Hassan Dar, Mahmut Yurt, Mohammad Shahdloo, Muhammed Emrullah Ildiz, Berk Tinaz, Tolga Çukur
2020	J	`jnl`	Progressively Volumetrized Deep Generative Models for Data-Efficient Contextual Learning of MR Image Recovery. CoRR Mahmut Yurt, Muzaffer Özbey, Salman Ul Hassan Dar, Berk Tinaz, Kader Karli Oguz, Tolga Çukur
2020	J	`jnl`	Semi-Supervised Learning of Mutually Accelerated Multi-Contrast MRI Synthesis without Fully-Sampled Ground-Truths. CoRR Mahmut Yurt, Salman Ul Hassan Dar, Berk Tinaz, Muzaffer Özbey, Tolga Çukur
2019	J	`jnl`	Spatially informed voxelwise modeling for naturalistic fMRI experiments. NeuroImage Emin Çelik, Salman Ul Hassan Dar, Özgür Yilmaz, Ümit Keles, Tolga Çukur
2019	J	`jnl`	mustGAN: Multi-Stream Generative Adversarial Networks for MR Image Synthesis. CoRR Mahmut Yurt, Salman Ul Hassan Dar, Aykut Erdem, Erkut Erdem, Tolga Çukur
2018	J	`jnl`	Image Synthesis in Multi-Contrast MRI with Conditional Generative Adversarial Networks. CoRR Salman Ul Hassan Dar, Mahmut Yurt, Levent Karacan, Aykut Erdem, Erkut Erdem, Tolga Çukur
2018	J	`jnl`	Synergistic Reconstruction and Synthesis via Generative Adversarial Networks for Accelerated Multi-Contrast MRI. CoRR Salman Ul Hassan Dar, Mahmut Yurt, Mohammad Shahdloo, Muhammed Emrullah Ildiz, Tolga Çukur
2017	J	`jnl`	A Transfer-Learning Approach for Accelerated MRI using Deep Neural Networks. CoRR Salman Ul Hassan Dar, Tolga Çukur
2017	—	`conf`	Category-selective top-down modulation in the fusiform face area of the human brain during visual search. SIU Salman Ul Hassan Dar, Tolga Çukur