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Gary Cheng

Dual Multi-scale Mean Teacher Network for Semi-supervised Infection Segmentation in Chest CT Volume for COVID-19

Nov 10, 2022
Liansheng Wang, Jiacheng Wang, Lei Zhu, Huazhu Fu, Ping Li, Gary Cheng, Zhipeng Feng, Shuo Li, Pheng-Ann Heng

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* Codes are available at https://github.com/jcwang123/DM2TNet; Accepted by Transactions on Cybernetics

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Private optimization in the interpolation regime: faster rates and hardness results

Oct 31, 2022
Hilal Asi, Karan Chadha, Gary Cheng, John Duchi

* published at ICML 2022; 25 pages

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PV-RCNN++: Semantical Point-Voxel Feature Interaction for 3D Object Detection

Aug 29, 2022
Peng Wu, Lipeng Gu, Xuefeng Yan, Haoran Xie, Fu Lee Wang, Gary Cheng, Mingqiang Wei

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* 18 pages, 9 figures

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Approximate Function Evaluation via Multi-Armed Bandits

Mar 18, 2022
Tavor Z. Baharav, Gary Cheng, Mert Pilanci, David Tse

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* To appear in AISTATS 2022

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When A Conventional Filter Meets Deep Learning: Basis Composition Learning on Image Filters

Mar 01, 2022
Fu Lee Wang, Yidan Feng, Haoran Xie, Gary Cheng, Mingqiang Wei

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* 14 pages, 10 figures

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Fine-tuning is Fine in Federated Learning

Aug 16, 2021
Gary Cheng, Karan Chadha, John Duchi

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* 40 pages (10 main pages, 30 appendix pages), 13 figures

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Accelerated, Optimal, and Parallel: Some Results on Model-Based Stochastic Optimization

Jan 07, 2021
Karan Chadha, Gary Cheng, John C. Duchi

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* 24 pages, 17 figures

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