Emir Ceyani

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 8

Top Topics

Learning Models

Multitask Learning

Learning Problems

Top Venues

Medical Image Anal.

IEEE Trans. Medical Imaging

Publications

Onat Dalmaz, Muhammad Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman Ul Hassan Dar, Emir Ceyani, Kader Karli Oguz, Salman Avestimehr, Tolga Çukur
One model to unite them all: Personalized federated learning of multi-contrast MRI synthesis. Medical Image Anal. 94 (2024)
Gökberk Elmas, Salman Ul Hassan Dar, Yilmaz Korkmaz, Emir Ceyani, Burak Susam, Muzaffer Özbey, Salman Avestimehr, Tolga Çukur
Federated Learning of Generative Image Priors for MRI Reconstruction. IEEE Trans. Medical Imaging 42 (7) (2023)
Onat Dalmaz, Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman Ul Hassan Dar, Emir Ceyani, Salman Avestimehr, Tolga Çukur
One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis. CoRR (2022)
Gokberk Elmas, Salman Ul Hassan Dar, Yilmaz Korkmaz, Emir Ceyani, Burak Susam, Muzaffer Özbey, Salman Avestimehr, Tolga Çukur
Federated Learning of Generative Image Priors for MRI Reconstruction. CoRR (2022)
Chaoyang He, Emir Ceyani, Keshav Balasubramanian, Murali Annavaram, Salman Avestimehr
SpreadGNN: Decentralized Multi-Task Federated Learning for Graph Neural Networks on Molecular Data. AAAI (2022)
Chaoyang He, Emir Ceyani, Keshav Balasubramanian, Murali Annavaram, Salman Avestimehr
SpreadGNN: Serverless Multi-task Federated Learning for Graph Neural Networks. CoRR (2021)
Chaoyang He, Keshav Balasubramanian, Emir Ceyani, Yu Rong, Peilin Zhao, Junzhou Huang, Murali Annavaram, Salman Avestimehr
FedGraphNN: A Federated Learning System and Benchmark for Graph Neural Networks. CoRR (2021)
Tolga Ergen, Emir Ceyani
A highly efficient recurrent neural network architecture for data regression. SIU (2018)