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ENAS4D: Efficient Multi-stage CNN Architecture Search for Dynamic Inference

Sep 19, 2020
Zhihang Yuan, Xin Liu, Bingzhe Wu, Guangyu Sun

* 6 figures 

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S2DNAS:Transforming Static CNN Model for Dynamic Inference via Neural Architecture Search

Dec 17, 2019
Zhihang Yuan, Bingzhe Wu, Zheng Liang, Shiwan Zhao, Weichen Bi, Guangyu Sun


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S2DNAS: Transforming Static CNN Model for Dynamic Inference via Neural Architecture Search

Nov 16, 2019
Zhihang Yuan, Bingzhe Wu, Zheng Liang, Shiwan Zhao, Weichen Bi, Guangyu Sun


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Characterizing Membership Privacy in Stochastic Gradient Langevin Dynamics

Oct 05, 2019
Bingzhe Wu, Chaochao Chen, Shiwan Zhao, Cen Chen, Yuan Yao, Guangyu Sun, Li Wang, Xiaolu Zhang, Jun Zhou

* Under review of AAAI 2020 

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Generalization in Generative Adversarial Networks: A Novel Perspective from Privacy Protection

Sep 25, 2019
Bingzhe Wu, Shiwan Zhao, ChaoChao Chen, Haoyang Xu, Li Wang, Xiaolu Zhang, Guangyu Sun, Jun Zhou

* Accepted by NeurIPS 2019 

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Detection of Malfunctioning Smart Electricity Meter

Jul 26, 2019
Ming Liu, Dongpeng Liu, Guangyu Sun, Yi Zhao, Duolin Wang, Fangxing Liu, Xiang Fang, Qing He, Dong Xu


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BAYHENN: Combining Bayesian Deep Learning and Homomorphic Encryption for Secure DNN Inference

Jun 03, 2019
Peichen Xie, Bingzhe Wu, Guangyu Sun

* accepted by IJCAI 2019 

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P3SGD: Patient Privacy Preserving SGD for Regularizing Deep CNNs in Pathological Image Classification

May 30, 2019
Bingzhe Wu, Shiwan Zhao, Guangyu Sun, Xiaolu Zhang, Zhong Su, Caihong Zeng, Zhihong Liu

* Accepted by CVPR 2019 

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G2C: A Generator-to-Classifier Framework Integrating Multi-Stained Visual Cues for Pathological Glomerulus Classification

Jun 30, 2018
Bingzhe Wu, Xiaolu Zhang, Shiwan Zhao, Lingxi Xie, Caihong Zeng, Zhihong Liu, Guangyu Sun


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SRPGAN: Perceptual Generative Adversarial Network for Single Image Super Resolution

Dec 20, 2017
Bingzhe Wu, Haodong Duan, Zhichao Liu, Guangyu Sun


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