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Emir Ceyani

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

Jul 13, 2022
Onat Dalmaz, Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman UH Dar, Emir Ceyani, Salman Avestimehr, Tolga Çukur

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Federated Learning of Generative Image Priors for MRI Reconstruction

Feb 08, 2022
Gokberk Elmas, Salman UH Dar, Yilmaz Korkmaz, Emir Ceyani, Burak Susam, Muzaffer Özbey, Salman Avestimehr, Tolga Çukur

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SpreadGNN: Serverless Multi-task Federated Learning for Graph Neural Networks

Jun 04, 2021
Chaoyang He, Emir Ceyani, Keshav Balasubramanian, Murali Annavaram, Salman Avestimehr

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FedGraphNN: A Federated Learning System and Benchmark for Graph Neural Networks

Apr 14, 2021
Chaoyang He, Keshav Balasubramanian, Emir Ceyani, Yu Rong, Peilin Zhao, Junzhou Huang, Murali Annavaram, Salman Avestimehr

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