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Learning Shape Priors by Pairwise Comparison for Robust Semantic Segmentation


Apr 23, 2022
Cong Xie , Hualuo Liu , Shilei Cao , Dong Wei , Kai Ma , Liansheng Wang , Yefeng Zheng

* IEEE ISBI 2021 

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RECIST-Net: Lesion detection via grouping keypoints on RECIST-based annotation


Jul 19, 2021
Cong Xie , Shilei Cao , Dong Wei , Hongyu Zhou , Kai Ma , Xianli Zhang , Buyue Qian , Liansheng Wang , Yefeng Zheng

* 5 pages, 3 figures, IEEE ISBI 2021 

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Compressed Communication for Distributed Training: Adaptive Methods and System


May 17, 2021
Yuchen Zhong , Cong Xie , Shuai Zheng , Haibin Lin


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Visual Steering for One-Shot Deep Neural Network Synthesis


Sep 28, 2020
Anjul Tyagi , Cong Xie , Klaus Mueller

* 9 pages, submitted to IEEE Transactions on Visualization and Computer Graphics, 2020 

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SMAP: A Joint Dimensionality Reduction Scheme for Secure Multi-Party Visualization


Jul 30, 2020
Jiazhi Xia , Tianxiang Chen , Lei Zhang , Wei Chen , Yang Chen , Xiaolong Zhang , Cong Xie , Tobias Schreck

* 12 pages, 10 figures. Conditionally accepted by VAST 2020 

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CSER: Communication-efficient SGD with Error Reset


Jul 29, 2020
Cong Xie , Shuai Zheng , Oluwasanmi Koyejo , Indranil Gupta , Mu Li , Haibin Lin


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Local AdaAlter: Communication-Efficient Stochastic Gradient Descent with Adaptive Learning Rates


Nov 20, 2019
Cong Xie , Oluwasanmi Koyejo , Indranil Gupta , Haibin Lin


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SLSGD: Secure and Efficient Distributed On-device Machine Learning


Apr 05, 2019
Cong Xie , Sanmi Koyejo , Indranil Gupta


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Zeno++: robust asynchronous SGD with arbitrary number of Byzantine workers


Mar 17, 2019
Cong Xie

* arXiv admin note: text overlap with arXiv:1805.10032 

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