Proceedings

Adversarial Diffusion Models for Unsupervised Medical Image Synthesis
Presented in NeurIPS Medical Imaging Meets 2022 (oral)
Muzaffer Özbey, Onat Dalmaz, Salman Dar, Hasan Atakan Bedel, Saban Ozturk, Alper Gungor, Tolga Cukur
Last updated on Nov 29, 2022
pFLSynth: Personalized Federated Learning of Image Synthesis in Multi-Contrast MRI
Presented in NeurIPS Medical Imaging Meets 2022 (oral)
Onat Dalmaz, Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman UH Dar, Emir Ceyani, Salman Avestimehr, Tolga Cukur
Last updated on Nov 29, 2022
A Specificity-Preserving Generative Model for Federated MRI Translation
Presented in MICCAI Workshop on “Distributed, Collaborative and Federated Learning” (MICCAI-DeCaF 2022)
Onat Dalmaz, Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman UH Dar, Tolga Cukur
Last updated on Oct 12, 2022
An Intrinsic Motivation Based Artificial Goal Generation in On-Policy Continuous Control
Presented in IEEE 30th Signal Processing and Communications Applications Conference (SIU 2022)
Baturay Saglam, Furkan B. Mutlu, Kaan Gonc, Onat Dalmaz, Suleyman S. Kozat
Last updated on Oct 12, 2022
Improving Image Synthesis Quality in Multi-Contrast MRI Using Transfer Learning via Autoencoders
Presented in IEEE 30th Signal Processing and Communications Applications Conference (SIU 2022)
Sahan Yoruc Selcuk, Onat Dalmaz, Salman Dar, Tolga Cukur
Last updated on Oct 12, 2022
Improving the Performance of Batch-Constrained Reinforcement Learning in Continuous Action Domains via Generative Adversarial Networks
Presented in IEEE 30th Signal Processing and Communications Applications Conference (SIU 2022)
Baturay Saglam, Onat Dalmaz, Kaan Gonc, Suleyman S. Kozat
Last updated on Oct 12, 2022
Multi-Contrast MRI Synthesis with Channel-Exchanging-Network
Presented in IEEE 30th Signal Processing and Communications Applications Conference (SIU 2022)
Onat Dalmaz, I. Aytekin, Salman Dar, Aykut Erdem, Erkut Erdem, Tolga Cukur
Last updated on Oct 12, 2022
Skip Connections for Medical Image Synthesis with Generative Adversarial Networks
Presented in IEEE 30th Signal Processing and Communications Applications Conference (SIU 2022)
Usama Mirza, Onat Dalmaz, Tolga Cukur
Last updated on Oct 12, 2022
Cycle-Consistent Adversarial Transformers for Unpaired MR Image Translation
Presented in 30th annual meeting of International Society for Magnetic Resonance Imaging (ISMRM), London, May 2022
Onat Dalmaz, Mahmut Yurt, Salman Dar, Tolga Cukur
Last updated on Oct 12, 2022
Bottleneck Sharing Generative Adversarial Networks for Unified Multi-Contrast MR Image Synthesis
Presented in IEEE 30th Signal Processing and Communications Applications Conference (SIU 2022)
Onat Dalmaz, Baturay Saglam, Kaan Gonc, Salman Uh. Dar, Tolga Cukur
Last updated on Oct 12, 2022