Onat Dalmaz

According to our database, Onat Dalmaz authored at least 19 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

COVID-19 Detection From Respiratory Sounds With Hierarchical Spectrogram Transformers.

Idil Aytekin, Onat Dalmaz, Kaan Gonc, Haydar Ankishan, Emine Ulku Saritas, Ulas Bagci, Haydar Celik, Tolga Çukur

IEEE J. Biomed. Health Informatics, March, 2024

2023

Unsupervised Medical Image Translation With Adversarial Diffusion Models.

Muzaffer Özbey, Onat Dalmaz, Salman Ul Hassan Dar, Hasan Atakan Bedel, Saban Öztürk, Alper Güngör, Tolga Çukur

IEEE Trans. Medical Imaging, December, 2023

BolT: Fused window transformers for fMRI time series analysis.

Hasan Atakan Bedel, Irmak Sivgin, Onat Dalmaz, Salman Ul Hassan Dar, Tolga Çukur

Medical Image Anal., August, 2023

Multi-task Learning for Optical Coherence Tomography Angiography (OCTA) Vessel Segmentation.

Can Koz, Onat Dalmaz, Mertay Dayanc

CoRR, 2023

Denoising Diffusion Adversarial Models for Unconditional Medical Image Generation.

Onat Dalmaz, Baturay Saglam, Gökberk Elmas, Muhammad Mirza, Tolga Çukur

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

User Feedback-based Online Learning for Intent Classification.

Kaan Gönç, Baturay Saglam, Onat Dalmaz, Tolga Çukur, Suleyman Serdar Kozat, Hamdi Dibeklioglu

Proceedings of the 25th International Conference on Multimodal Interaction, 2023

2022

Semi-Supervised Learning of MRI Synthesis Without Fully-Sampled Ground Truths.

Mahmut Yurt, Onat Dalmaz, Salman Ul Hassan Dar, Muzaffer Özbey, Berk Tinaz, Kader Karli Oguz, Tolga Çukur

IEEE Trans. Medical Imaging, 2022

ResViT: Residual Vision Transformers for Multimodal Medical Image Synthesis.

Onat Dalmaz, Mahmut Yurt, Tolga Çukur

IEEE Trans. Medical Imaging, 2022

One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis.

Onat Dalmaz, Muhammad Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman Ul Hassan Dar, Emir Ceyani, Salman Avestimehr, Tolga Çukur

CoRR, 2022

Improving Image Synthesis Quality in Multi-Contrast MRI Using Transfer Learning via Autoencoders.

Sahan Yoruç Selçuk, Onat Dalmaz, Salman Ul Hassan Dar, Tolga Çukur

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

An Intrinsic Motivation Based Artificial Goal Generation in On-Policy Continuous Control.

Baturay Saglam, Furkan B. Mutlu, Kaan Gonc, Onat Dalmaz, Suleyman S. Kozat

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Unified Intrinsically Motivated Exploration for Off-Policy Learning in Continuous Action Spaces.

Baturay Saglam, Furkan B. Mutlu, Onat Dalmaz, Suleyman S. Kozat

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Improving the Performance of Batch-Constrained Reinforcement Learning in Continuous Action Domains via Generative Adversarial Networks.

Baturay Saglam, Onat Dalmaz, Kaan Gonc, Suleyman S. Kozat

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Skip Connections for Medical Image Synthesis with Generative Adversarial Networks.

Muhammad Usama Mirza, Onat Dalmaz, Tolga Çukur

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Bottleneck Sharing Generative Adversarial Networks for Unified Multi-Contrast MR Image Synthesis.

Onat Dalmaz, Baturay Saglam, Kaan Gönç, Salman Ul Hassan Dar, Tolga Çukur

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Multi-Contrast MRI Synthesis with Channel-Exchanging-Network.

Onat Dalmaz, Idil Aytekin, Salman Ul Hassan Dar, Aykut Erdem, Erkut Erdem, Tolga Çukur

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

A Specificity-Preserving Generative Model for Federated MRI Translation.

Onat Dalmaz, Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman Ul Hassan Dar, Tolga Çukur

Proceedings of the Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health, 2022

Detecting COVID-19 from respiratory sound recordings with transformers.

Idil Aytekin, Onat Dalmaz, Haydar Ankishan, Emine Ulku Saritas, Ulas Bagci, Tolga Çukur, Haydar Celik

Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022

2021

ResViT: Residual vision transformers for multi-modal medical image synthesis.

Onat Dalmaz, Mahmut Yurt, Tolga Çukur

CoRR, 2021