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MixCon: Adjusting the Separability of Data Representations for Harder Data Recovery

Oct 22, 2020
Xiaoxiao Li, Yangsibo Huang, Binghui Peng, Zhao Song, Kai Li


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TextHide: Tackling Data Privacy in Language Understanding Tasks

Oct 12, 2020
Yangsibo Huang, Zhao Song, Danqi Chen, Kai Li, Sanjeev Arora

* Findings of EMNLP 2020 

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InstaHide: Instance-hiding Schemes for Private Distributed Learning

Oct 06, 2020
Yangsibo Huang, Zhao Song, Kai Li, Sanjeev Arora

* ICML 2020 

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Deep Learning Based Detection and Localization of Cerebal Aneurysms in Computed Tomography Angiography

May 22, 2020
Ziheng Duan, Daniel Montes, Yangsibo Huang, Dufan Wu, Javier M. Romero, Ramon Gilberto Gonzalez, Quanzheng Li


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Privacy-preserving Learning via Deep Net Pruning

Mar 04, 2020
Yangsibo Huang, Yushan Su, Sachin Ravi, Zhao Song, Sanjeev Arora, Kai Li


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Deep Q Learning Driven CT Pancreas Segmentation with Geometry-Aware U-Net

Apr 19, 2019
Yunze Man, Yangsibo Huang, Junyi Feng, Xi Li, Fei Wu

* in IEEE Transactions on Medical Imaging (2019) 

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