Onat Dalmaz - RankMe

28 papers A* 1B 1Journal 16Unranked 10

Year	Rank	Type	Title / Venue / Authors
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`	Self-consistent recursive diffusion bridge for medical image translation. Medical Image Anal. Fuat Arslan, Bilal Kabas, Onat Dalmaz, Muzaffer Özbey, 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`	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	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`	Self-Consistent Recursive Diffusion Bridge for Medical Image Translation. CoRR Fuat Arslan, Bilal Kabas, Onat Dalmaz, 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	—	`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`	Multi-task Learning for Optical Coherence Tomography Angiography (OCTA) Vessel Segmentation. CoRR Can Koz, Onat Dalmaz, Mertay Dayanc
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 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	—	`conf`	An Intrinsic Motivation Based Artificial Goal Generation in On-Policy Continuous Control. SIU Baturay Saglam, Furkan B. Mutlu, Kaan Gonc, Onat Dalmaz, Suleyman S. Kozat
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	—	`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	—	`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`	Improving the Performance of Batch-Constrained Reinforcement Learning in Continuous Action Domains via Generative Adversarial Networks. SIU Baturay Saglam, Onat Dalmaz, Kaan Gonc, Suleyman S. Kozat
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`	ResViT: Residual Vision Transformers for Multimodal Medical Image Synthesis. IEEE Trans. Medical Imaging Onat Dalmaz, Mahmut Yurt, 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	—	`conf`	Skip Connections for Medical Image Synthesis with Generative Adversarial Networks. SIU Muhammad Usama Mirza, Onat Dalmaz, Tolga Çukur
2022	—	`conf`	Unified Intrinsically Motivated Exploration for Off-Policy Learning in Continuous Action Spaces. SIU Baturay Saglam, Furkan B. Mutlu, Onat Dalmaz, Suleyman S. Kozat
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`	ResViT: Residual vision transformers for multi-modal medical image synthesis. CoRR Onat Dalmaz, Mahmut Yurt, Tolga Çukur