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Emir Ceyani
ORCID
Publication Activity (10 Years)
Years Active: 2018-2023
Publications (10 Years): 7
Top Topics
Hidden Variables
Multitask Learning
Neural Network
Sparse Learning
Top Venues
CoRR
IEEE Trans. Medical Imaging
SIU
AAAI
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Publications
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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)