Tolga Çukur - RankMe

126 papers A* 1B 3Misc 1Journal 77Unranked 44

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ACE-LoRA: Graph-Attentive Context Enhancement for Parameter-Efficient Adaptation of Medical Vision-Language Models. CoRR M. Arda Aydin, Melih Berk Yilmaz, Aykut Koç, Tolga Çukur
2026	J	`jnl`	Editorial AI Reviewer (AIR) Trial for Responsible, Secure, and Efficient Peer Review. IEEE Trans. Medical Imaging Ge Wang, Tolga Çukur, Uwe Krüger, Jennifer Ferina, Hongming Shan
2026	J	`jnl`	NeuroSSM: Multiscale Differential State-Space Modeling for Context-Aware fMRI Analysis. CoRR Furkan Genç, Boran Ismet Macun, Ali Alper Özaslan, Emine Ulku Saritas, Tolga Çukur
2025	J	`jnl`	DreaMR: Diffusion-Driven Counterfactual Explanation for Functional MRI. IEEE Trans. Medical Imaging Hasan Atakan Bedel, Tolga Çukur
2025	A*	`conf`	Efficient Noise Calculation in Deep Learning-based MRI Reconstructions. ICML Onat Dalmaz, Arjun D. Desai, Reinhard Heckel, Tolga Çukur, Akshay S. Chaudhari, Brian A. Hargreaves
2025	J	`jnl`	Efficient Noise Calculation in Deep Learning-based MRI Reconstructions. CoRR Onat Dalmaz, Arjun D. Desai, Reinhard Heckel, Tolga Çukur, Akshay S. Chaudhari, Brian A. Hargreaves
2025	J	`jnl`	Generative Autoregressive Transformers for Model-Agnostic Federated MRI Reconstruction. CoRR Valiyeh Ansarian Nezhad, Gökberk Elmas, Bilal Kabas, Fuat Arslan, Tolga Çukur
2025	J	`jnl`	HydraViT: Adaptive multi-branch transformer for multi-label disease classification from Chest X-ray images. Biomed. Signal Process. Control. Saban Öztürk, Mehmet Yigit Turali, Tolga Çukur
2025	J	`jnl`	Meta-Entity Driven Triplet Mining for Aligning Medical Vision-Language Models. CoRR Saban Öztürk, Melih Berk Yilmaz, Muti Kara, M. Talat Yavuz, Aykut Koç, Tolga Çukur
2025	J	`jnl`	Self-consistent recursive diffusion bridge for medical image translation. Medical Image Anal. Fuat Arslan, Bilal Kabas, Onat Dalmaz, Muzaffer Özbey, Tolga Çukur
2025	J	`jnl`	scGraPhT: Merging Transformers and Graph Neural Networks for Single-Cell Annotation. IEEE Trans. Signal Inf. Process. over Networks Emirhan Koç, Emre Kulkul, Gülara Kaynar, Tolga Çukur, Murat Acar, Aykut Koç
2024	J	`jnl`	A Plug-In Graph Neural Network to Boost Temporal Sensitivity in fMRI Analysis. IEEE J. Biomed. Health Informatics Irmak Sivgin, Hasan Atakan Bedel, Saban Öztürk, Tolga Çukur
2024	J	`jnl`	Bayesian Conditioned Diffusion Models for Inverse Problems. CoRR Alper Güngör, Bahri Batuhan Bilecen, Tolga Çukur
2024	J	`jnl`	COVID-19 Detection From Respiratory Sounds With Hierarchical Spectrogram Transformers. IEEE J. Biomed. Health Informatics Idil Aytekin, Onat Dalmaz, Kaan Gonc, Haydar Ankishan, Emine Ulku Saritas, Ulas Bagci, Haydar Celik, Tolga Çukur
2024	J	`jnl`	CalibFPA: A Focal Plane Array Imaging System Based on Online Deep-Learning Calibration. IEEE Trans. Computational Imaging Alper Güngör, M. Umut Bahçeci, Yasin Ergen, Ahmet Sözak, O. Oner Ekiz, Tolga Yelboga, Tolga Çukur
2024	J	`jnl`	DEQ-MPI: A Deep Equilibrium Reconstruction With Learned Consistency for Magnetic Particle Imaging. IEEE Trans. Medical Imaging Alper Güngör, Baris Askin, Damla Alptekin Soydan, Can Baris Top, Emine Ulku Saritas, Tolga Çukur
2024	J	`jnl`	DenoMamba: A fused state-space model for low-dose CT denoising. CoRR Saban Öztürk, Oguz Can Duran, Tolga Çukur
2024	J	`jnl`	Editorial. IEEE Trans. Medical Imaging Dong Liang, Daniel Rueckert, Ge Wang, Tolga Çukur, Hengyong Yu
2024	—	`conf`	Generalizable Deep MRI Reconstruction with Cross-Site Data Synthesis. SIU Valiyeh Ansarian Nezhad, Gökberk Elmas, Fuat Arslan, Bilal Kabas, Tolga Çukur
2024	J	`jnl`	I2I-Mamba: Multi-modal medical image synthesis via selective state space modeling. CoRR Omer F. Atli, Bilal Kabas, Fuat Arslan, Mahmut Yurt, Onat Dalmaz, Tolga Çukur
2024	—	`conf`	Multi-Contrast MR Image Synthesis with a Brownian Diffusion Model. SIU Bilal Kabas, Fuat Arslan, Valiyeh Ansarian Nezhad, Tolga Çukur
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`	Physics-Driven Autoregressive State Space Models for Medical Image Reconstruction. CoRR Bilal Kabas, Fuat Arslan, Valiyeh Ansarian Nezhad, Saban Öztürk, Emine Ulku Saritas, Tolga Çukur
2024	—	`conf`	Robust Brain Tumor Segmentation with Deep Residual Supervision and Mixed Precision Training. SIU Fuat Arslan, Melih Berk Yilmaz, Tolga Çukur
2024	J	`jnl`	Self-Consistent Recursive Diffusion Bridge for Medical Image Translation. CoRR Fuat Arslan, Bilal Kabas, Onat Dalmaz, Muzaffer Özbey, Tolga Çukur
2024	—	`conf`	Super Resolution MRI via Upscaling Diffusion Bridges. SIU Muhammad Usama Mirza, Fuat Arslan, Tolga Çukur
2023	—	`conf`	A Diffusion-Based Reconstruction Technique for Single Pixel Camera. SIU Baturalp Güven, Alper Güngör, M. Umut Bahçeci, Tolga Çukur
2023	—	`conf`	A Transformer-Based Real-Time Focus Detection Technique for Wide-Field Interferometric Microscopy. SIU Can Polat, Alper Güngör, Mustafa Yorulmaz, Bilal Kizilelma, Tolga Çukur
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`	CalibFPA: A Focal Plane Array Imaging System based on Online Deep-Learning Calibration. CoRR Alper Güngör, M. Umut Bahçeci, Yasin Ergen, Ahmet Sözak, O. Oner Ekiz, Tolga Yelboga, Tolga Çukur
2023	J	`jnl`	Content-based medical image retrieval with opponent class adaptive margin loss. Inf. Sci. Saban Öztürk, Emin Çelik, Tolga Çukur
2023	B	`conf`	Deep Learning Reconstruction for Single Pixel Imaging with Generative Adversarial Networks. ICIP Baturalp Güven, Alper Güngör, M. Umut Bahçeci, Tolga Çukur
2023	—	`conf`	Denoising Diffusion Adversarial Models for Unconditional Medical Image Generation. SIU Onat Dalmaz, Baturay Saglam, Gökberk Elmas, Muhammad Usama Mirza, Tolga Çukur
2023	J	`jnl`	DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRI. CoRR Hasan Atakan Bedel, Tolga Çukur
2023	J	`jnl`	Editorial: Machine learning methods for human brain imaging. Frontiers Neuroinformatics Fatos Tünay Yarman Vural, Sharlene D. Newman, Tolga Çukur, Itir Önal Ertugrul
2023	—	`conf`	Employing Transformer Encoders for Enhanced Functional Connectivity Mapping. SIU Hasan Atakan Bedel, Tolga Çukur
2023	J	`jnl`	FD-Net: An Unsupervised Deep Forward-Distortion Model for Susceptibility Artifact Correction in EPI. CoRR Abdallah Zaid Alkilani, Tolga Çukur, Emine Ulku Saritas
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`	Focal Modulation Based End-to-End Multi-Label Classification for Chest X-Ray Image Classification. SIU Saban Öztürk, Tolga Çukur
2023	J	`jnl`	Focal modulation network for lung segmentation in chest X-ray images. Turkish J. Electr. Eng. Comput. Sci. Saban Öztürk, Tolga Çukur
2023	J	`jnl`	HydraViT: Adaptive Multi-Branch Transformer for Multi-Label Disease Classification from Chest X-ray Images. CoRR Saban Öztürk, Mehmet Yigit Turali, Tolga Çukur
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`	Self-Supervised MRI Reconstruction with Unrolled Diffusion Models. CoRR Yilmaz Korkmaz, Tolga Çukur, Vishal M. Patel
2023	—	`conf`	Self-supervised MRI Reconstruction with Unrolled Diffusion Models. MICCAI (10) Yilmaz Korkmaz, Tolga Çukur, Vishal M. Patel
2023	—	`conf`	Super-Resolution Diffusion Model for Accelerated MRI Reconstruction. SIU Muhammad Usama Mirza, 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
2023	B	`conf`	User Feedback-based Online Learning for Intent Classification. ICMI Kaan Gönç, Baturay Saglam, Onat Dalmaz, Tolga Çukur, Suleyman Serdar Kozat, Hamdi Dibeklioglu
2022	—	`conf`	A Graphical Network Layer for Lagged Analysis of FMRI Data. SIU Hasan Atakan Bedel, Irmak Sivgin, 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`	COVID-19 Detection from Respiratory Sounds with Hierarchical Spectrogram Transformers. CoRR Idil Aytekin, Onat Dalmaz, Kaan Gonc, Haydar Ankishan, Emine Ulku Saritas, Ulas Bagci, Haydar Celik, Tolga Çukur
2022	J	`jnl`	Constrained Ellipse Fitting for Efficient Parameter Mapping With Phase-Cycled bSSFP MRI. IEEE Trans. Medical Imaging Kübra Keskin, Ugur Yilmaz, Tolga Çukur
2022	J	`jnl`	Content-Based Medical Image Retrieval with Opponent Class Adaptive Margin Loss. CoRR Saban Öztürk, Emin Çelik, Tolga Çukur
2022	J	`jnl`	Deep Clustering via Center-Oriented Margin Free-Triplet Loss for Skin Lesion Detection in Highly Imbalanced Datasets. CoRR Saban Öztürk, Tolga Çukur
2022	J	`jnl`	Deep Clustering via Center-Oriented Margin Free-Triplet Loss for Skin Lesion Detection in Highly Imbalanced Datasets. IEEE J. Biomed. Health Informatics Saban Öztürk, Tolga Çukur
2022	—	`conf`	Detecting COVID-19 from respiratory sound recordings with transformers. Computer-Aided Diagnosis Idil Aytekin, Onat Dalmaz, Haydar Ankishan, Emine Ulku Saritas, Ulas Bagci, Tolga Çukur, Haydar Celik
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	J	`jnl`	Learning interpretable word embeddings via bidirectional alignment of dimensions with semantic concepts. Inf. Process. Manag. Lütfi Kerem Senel, Furkan Sahinuç, Veysel Yücesoy, Hinrich Schütze, Tolga Çukur, Aykut Koç
2022	—	`conf`	MRI Reconstruction with Conditional Adversarial Transformers. MLMIR@MICCAI Yilmaz Korkmaz, Muzaffer Özbey, 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	—	`conf`	PP-MPI: A Deep Plug-and-Play Prior for Magnetic Particle Imaging Reconstruction. MLMIR@MICCAI Baris Askin, Alper Güngör, Damla Alptekin Soydan, Emine Ulku Saritas, Can Baris Top, 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`	ResViT: Residual Vision Transformers for Multimodal Medical Image Synthesis. IEEE Trans. Medical Imaging Onat Dalmaz, Mahmut Yurt, Tolga Çukur
2022	—	`conf`	Segmentation-Aware MRI Reconstruction. MLMIR@MICCAI Mert Acar, Tolga Çukur, Ilkay Öksüz
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	—	`conf`	Skip Connections for Medical Image Synthesis with Generative Adversarial Networks. SIU Muhammad Usama Mirza, Onat Dalmaz, Tolga Çukur
2022	J	`jnl`	TranSMS: Transformers for Super-Resolution Calibration in Magnetic Particle Imaging. IEEE Trans. Medical Imaging Alper Güngör, Baris Askin, Damla Alptekin Soydan, Emine Ulku Saritas, Can Baris Top, 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
2022	J	`jnl`	Unsupervised Simplification of Legal Texts. CoRR Mert Cemri, Tolga Çukur, Aykut Koç
2021	—	`conf`	A CNN Based Super-Resolution Technique for Magnetic Particle Imaging System Matrix. SIU Bariis Askin, Alper Güngör, Damla Alptekin Soydan, Can Baris Top, 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 Learned Super Resolution of System Matrices for Magnetic Particle Imaging. EMBC Alper Güngör, Baris Askin, Damla Alptekin Soydan, Can Baris Top, 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	—	`conf`	Multi-Image Reconstruction in Multi-Contrast MRI. SIU Muzaffer Özbey, Tolga Çukur
2021	J	`jnl`	ResViT: Residual vision transformers for multi-modal medical image synthesis. CoRR Onat Dalmaz, Mahmut Yurt, Tolga Çukur
2021	—	`conf`	Self-supervised Dynamic MRI Reconstruction. MLMIR@MICCAI Mert Acar, Tolga Çukur, Ilkay Öksüz
2021	—	`conf`	Synergistic Reconstruction-Synthesis of Multi-Contrast MRI using Transfer Learning Method. SIU Irem Kaftan, Özgür Bora Gevrek, 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`	Biased competition in semantic representation during natural visual search. NeuroImage Mohammad Shahdloo, Emin Çelik, 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	Misc	`conf`	Scalable Learning-Based Sampling Optimization for Compressive Dynamic MRI. ICASSP Thomas Sanchez, Baran Gözcü, Ruud B. van Heeswijk, Armin Eftekhari, Efe Ilicak, Tolga Çukur, Volkan Cevher
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
2020	—	`conf`	T1-Weighted Contrast-Enhanced Synthesis for Multi-Contrast MRI Segmentation. SIU Muzaffer Özbey, Tolga Çukur
2019	J	`jnl`	Fast System Calibration With Coded Calibration Scenes for Magnetic Particle Imaging. IEEE Trans. Medical Imaging Serhat Ilbey, Can Baris Top, Alper Güngör, Tolga Çukur, Emine Ulku Saritas, H. Emre Güven
2019	J	`jnl`	Projection onto Epigraph Sets for Rapid Self-Tuning Compressed Sensing MRI. IEEE Trans. Medical Imaging Mohammad Shahdloo, Efe Ilicak, Mohammad Tofighi, Emine Ulku Saritas, A. Enis Çetin, Tolga Çukur
2019	J	`jnl`	Scalable Learning-Based Sampling Optimization for Compressive Dynamic MRI. CoRR Thomas Sanchez, Baran Gözcü, Ruud B. van Heeswijk, Efe Ilicak, Tolga Çukur, Volkan Cevher
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`	Statistically Segregated k-Space Sampling for Accelerating Multiple-Acquisition MRI. IEEE Trans. Medical Imaging Lutfi Kerem Senel, Toygan Kilic, Alper Gungor, Emre Kopanoglu, H. Emre Guven, Emine Ulku Saritas, Aykut Koç, Tolga Çukur
2019	—	`conf`	Topic Change Detection on Dialog Based Text. SIU Lütfi Kerem Senel, Veysel Yücesoy, Aykut Koç, 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	—	`conf`	Elliptical signal model based simultaneous parameter estimation in bSSFP imaging. SIU Kübra Keskin, Tolga Çukur
2018	—	`conf`	Generating Semantic Similarity Atlas for Natural Languages. SLT Lutfi Kerem Senel, Ihsan Utlu, Veysel Yücesoy, Aykut Koç, 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	—	`conf`	Interpretability analysis for Turkish word embeddings. SIU Lutfi Kerem Senel, Veysel Yücesoy, Aykut Koç, Tolga Çukur
2018	—	`conf`	Joint partial fourier and compressed sensing reconstruction for accelerated time-of-flight MR angiography. SIU Toygan Kilic, Tolga Çukur, Oktay Algin, Emine Ulku Saritas
2018	J	`jnl`	Learning-Based Compressive MRI. CoRR Baran Gözcü, Rabeeh Karimi Mahabadi, Yen-Huan Li, Efe Ilicak, Tolga Çukur, Jonathan Scarlett, Volkan Cevher
2018	J	`jnl`	Learning-Based Compressive MRI. IEEE Trans. Medical Imaging Baran Gozcu, Rabeeh Karimi Mahabadi, Yen-Huan Li, Efe Ilicak, Tolga Çukur, Jonathan Scarlett, Volkan Cevher
2018	J	`jnl`	Semantic Structure and Interpretability of Word Embeddings. IEEE ACM Trans. Audio Speech Lang. Process. Lutfi Kerem Senel, Ihsan Utlu, Veysel Yücesoy, Aykut Koç, 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`	A synthesis-based approach to compressive multi-contrast magnetic resonance imaging. ISBI Alper Gungor, Emre Kopanoglu, Tolga Çukur, H. Emre Guven
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
2017	—	`conf`	Digital computation of fractional Fourier and linear canonical transforms and sparse image representation. APSIPA Aykut Koç, Haldun M. Özaktas, Burak Bartan, Erhan Gundogdu, Tolga Çukur
2017	B	`conf`	Fast recovery of compressed multi-contrast magnetic resonance images. Image Processing Alper Güngör, Emre Kopanoglu, Tolga Çukur, H. Emre Güven
2017	—	`conf`	Image reconstruction for Magnetic Particle Imaging using an Augmented Lagrangian Method. ISBI Serhat Ilbey, Can Baris Top, Tolga Çukur, Emine Ulku Saritas, H. Emre Guven
2017	—	`conf`	Measuring cross-lingual semantic similarity across European languages. TSP Lutfi Kerem Senel, Veysel Yücesoy, Aykut Koç, Tolga Çukur
2017	—	`conf`	Ruber function based reconstruction in accelerated phase-cycled bSSFP acquisitions for increased detection performance. SIU Efe Ilicak, Tolga Çukur
2017	J	`jnl`	Semantic Structure and Interpretability of Word Embeddings. CoRR Lutfi Kerem Senel, Ihsan Utlu, Veysel Yücesoy, Aykut Koç, Tolga Çukur
2017	—	`conf`	Semantic similarity between Turkish and European languages using word embeddings. SIU Lutfi Kerem Senel, Veysel Yücesoy, Aykut Koç, Tolga Çukur
2017	J	`jnl`	Sparse representation of two- and three-dimensional images with fractional Fourier, Hartley, linear canonical, and Haar wavelet transforms. Expert Syst. Appl. Aykut Koç, Burak Bartan, Erhan Gundogdu, Tolga Çukur, Haldun M. Özaktas
2016	—	`conf`	Adaptive reconstruction for vessel preservation in unenhanced MR angiography. SIU Efe Ilicak, Suheyla Cetin, Emine Ulku Saritas, Gozde B. Unal, Tolga Çukur
2016	—	`conf`	Compressed Multi-Contrast Magnetic Resonance Image reconstruction using Augmented Lagrangian Method. SIU Alper Gungor, Emre Kopanoglu, Tolga Çukur, H. Emre Guven
2016	—	`conf`	Phase-sensitive reconstruction for fat-water separation in multi-coil acquisitions. SIU Özgür Yilmaz, Emine Ulku Saritas, Tolga Çukur
2016	—	`conf`	Simultaneous phase-correction and denoising for diffusion-weighted MRI. SIU Sevgi Gokce Kafali, Tolga Çukur, Emine Ulku Saritas
2015	J	`jnl`	Accelerated Phase-Cycled SSFP Imaging With Compressed Sensing. IEEE Trans. Medical Imaging Tolga Çukur
2011	J	`jnl`	Signal Compensation and Compressed Sensing for Magnetization-Prepared MR Angiography. IEEE Trans. Medical Imaging Tolga Çukur, Michael Lustig, Emine Ulku Saritas, Dwight G. Nishimura
2010	J	`jnl`	Variable-Density Parallel Imaging With Partially Localized Coil Sensitivities. IEEE Trans. Medical Imaging Tolga Çukur, Juan M. Santos, John M. Pauly, Dwight G. Nishimura