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Ying Sun

Tackling Data Heterogeneity: A New Unified Framework for Decentralized SGD with Sample-induced Topology

Jul 08, 2022
Yan Huang, Ying Sun, Zehan Zhu, Changzhi Yan, Jinming Xu

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* This work will appear in ICML 2022

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TAILOR: Teaching with Active and Incremental Learning for Object Registration

May 24, 2022
Qianli Xu, Nicolas Gauthier, Wenyu Liang, Fen Fang, Hui Li Tan, Ying Sun, Yan Wu, Liyuan Li, Joo-Hwee Lim

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* 5 pages, 4 figures, AAAI conference

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Myocardial Segmentation of Late Gadolinium Enhanced MR Images by Propagation of Contours from Cine MR Images

May 21, 2022
Dong Wei, Ying Sun, Ping Chai, Adrian Low, Sim Heng Ong

* MICCAI 2011

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A Comprehensive 3-D Framework for Automatic Quantification of Late Gadolinium Enhanced Cardiac Magnetic Resonance Images

May 21, 2022
Dong Wei, Ying Sun, Sim-Heng Ong, Ping Chai, Lynette L Teo, Adrian F Low

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* IEEE Transactions on Biomedical Engineering ( Volume: 60, Issue: 6, June 2013)

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Three-Dimensional Segmentation of the Left Ventricle in Late Gadolinium Enhanced MR Images of Chronic Infarction Combining Long- and Short-Axis Information

May 21, 2022
Dong Wei, Ying Sun, Sim-Heng Ong, Ping Chai, Lynette L. Teo, Adrian F. Low

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* Medical Image Analysis, Volume 17, Issue 6, August 2013, Pages 685-697

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High-Dimensional Inference over Networks: Linear Convergence and Statistical Guarantees

Jan 21, 2022
Ying Sun, Marie Maros, Gesualdo Scutari, Guang Cheng

* 50 pages, 7 figures

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Distributed Sparse Regression via Penalization

Nov 12, 2021
Yao Ji, Gesualdo Scutari, Ying Sun, Harsha Honnappa

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* 63 pages, journal publication

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