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Dynamic Knowledge Distillation for Black-box Hypothesis Transfer Learning

Aug 07, 2020
Yiqin Yu, Xu Min, Shiwan Zhao, Jing Mei, Fei Wang, Dongsheng Li, Kenney Ng, Shaochun Li

* 7 pages, 2 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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Learning to Detect Opinion Snippet for Aspect-Based Sentiment Analysis

Sep 25, 2019
Mengting Hu, Shiwan Zhao, Honglei Guo, Renhong Cheng, Zhong Su

* Accepted by CoNLL 2019 

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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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Domain-Invariant Feature Distillation for Cross-Domain Sentiment Classification

Aug 24, 2019
Mengting Hu, Yike Wu, Shiwan Zhao, Honglei Guo, Renhong Cheng, Zhong Su

* Accepted by EMNLP 2019 

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Improving Captioning for Low-Resource Languages by Cycle Consistency

Aug 21, 2019
Yike Wu, Shiwan Zhao, Jia Chen, Ying Zhang, Xiaojie Yuan, Zhong Su

* Published in ICME 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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CAN: Constrained Attention Networks for Multi-Aspect Sentiment Analysis

Dec 27, 2018
Mengting Hu, Shiwan Zhao, Li Zhang, Keke Cai, Zhong Su, Renhong Cheng, Xiaowei Shen


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Deep Diabetologist: Learning to Prescribe Hyperglycemia Medications with Hierarchical Recurrent Neural Networks

Oct 17, 2018
Jing Mei, Shiwan Zhao, Feng Jin, Eryu Xia, Haifeng Liu, Xiang Li


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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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