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Bayesian high-dimensional linear regression with generic spike-and-slab priors

Feb 12, 2020
Bai Jiang, Qiang Sun

* 17 pages for main file, 13 pages for appendix 

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Learning to Augment Expressions for Few-shot Fine-grained Facial Expression Recognition

Jan 17, 2020
Wenxuan Wang, Yanwei Fu, Qiang Sun, Tao Chen, Chenjie Cao, Ziqi Zheng, Guoqiang Xu, Han Qiu, Yu-Gang Jiang, Xiangyang Xue

* 17 pages, 18 figures 

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A unified framework of predicting binary interestingness of images based on discriminant correlation analysis and multiple kernel learning

Oct 14, 2019
Qiang Sun, Liting Wang, Maohui Li, Longtao Zhang, Yuxiang Yang

* 30 pages, 9 figures, 6 tables 

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Automatic Detection of ECG Abnormalities by using an Ensemble of Deep Residual Networks with Attention

Aug 27, 2019
Yang Liu, Runnan He, Kuanquan Wang, Qince Li, Qiang Sun, Na Zhao, Henggui Zhang

* 8 pages, 2 figures, conference 

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A Fine-Grained Facial Expression Database for End-to-End Multi-Pose Facial Expression Recognition

Jul 25, 2019
Wenxuan Wang, Qiang Sun, Tao Chen, Chenjie Cao, Ziqi Zheng, Guoqiang Xu, Han Qiu, Yanwei Fu

* 10 pages, 8 figures 

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Nonconvex Regularized Robust Regression with Oracle Properties in Polynomial Time

Jul 09, 2019
Xiaoou Pan, Qiang Sun, Wen-Xin Zhou

* 55 pages 

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Question Guided Modular Routing Networks for Visual Question Answering

Apr 17, 2019
Yanze Wu, Qiang Sun, Jianqi Ma, Bin Li, Yanwei Fu, Yao Peng, Xiangyang Xue


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An Analysis of Classical Multidimensional Scaling

Jan 15, 2019
Anna Little, Yuying Xie, Qiang Sun

* 37 pages including supplementary material 

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Modified Multidimensional Scaling and High Dimensional Clustering

Oct 24, 2018
Xiucai Ding, Qiang Sun

* 31 pages, 4 figures 

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Distributionally Robust Reduced Rank Regression and Principal Component Analysis in High Dimensions

Oct 18, 2018
Kean Ming Tan, Qiang Sun, Daniela Witten


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Graphical Nonconvex Optimization for Optimal Estimation in Gaussian Graphical Models

Jun 04, 2017
Qiang Sun, Kean Ming Tan, Han Liu, Tong Zhang

* 3 figures 

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