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QEBA: Query-Efficient Boundary-Based Blackbox Attack

May 28, 2020
Huichen Li, Xiaojun Xu, Xiaolu Zhang, Shuang Yang, Bo Li

* Accepted by CVPR 2020 

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Data-Free Adversarial Perturbations for Practical Black-Box Attack

Mar 03, 2020
ZhaoXin Huan, Yulong Wang, Xiaolu Zhang, Lin Shang, Chilin Fu, Jun Zhou


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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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Pruning from Scratch

Sep 27, 2019
Yulong Wang, Xiaolu Zhang, Lingxi Xie, Jun Zhou, Hang Su, Bo Zhang, Xiaolin Hu

* 12 pages, 9 figures 

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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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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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Infinite Curriculum Learning for Efficiently Detecting Gastric Ulcers in WCE Images

Sep 07, 2018
Xiaolu Zhang, Shiwan Zhao, Lingxi Xie

* 9 pages, 4 figures 

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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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