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Explaining AlphaGo: Interpreting Contextual Effects in Neural Networks

Jan 08, 2019
Zenan Ling, Haotian Ma, Yu Yang, Robert C. Qiu, Song-Chun Zhu, Quanshi Zhang


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Nonconvex Regularization Based Sparse and Low-Rank Recovery in Signal Processing, Statistics, and Machine Learning

Aug 16, 2018
Fei Wen, Lei Chu, Peilin Liu, Robert C. Qiu

* 21 pages 

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Spectrum concentration in deep residual learning: a free probability appproach

Jul 31, 2018
Zenan Ling, Robert C. Qiu


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An Accurate and Real-time Self-blast Glass Insulator Location Method Based On Faster R-CNN and U-net with Aerial Images

Jan 16, 2018
Zenan Ling, Robert C. Qiu, Zhijian Jin, Yuhang Zhang, Xing He, Haichun Liu, Lei Chu


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Positive Definite Estimation of Large Covariance Matrix Using Generalized Nonconvex Penalties

Jul 28, 2016
Fei Wen, Yuan Yang, Peilin Liu, Robert C. Qiu

* 15 pages, 8 figures 

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Generalized FMD Detection for Spectrum Sensing Under Low Signal-to-Noise Ratio

Feb 19, 2012
Feng Lin, Robert C. Qiu, Zhen Hu, Shujie Hou, James P. Browning, Michael C. Wicks

* 4 pages, 1 figure, 1 table 

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Spectrum Sensing for Cognitive Radio Using Kernel-Based Learning

May 15, 2011
Shujie Hou, Robert C. Qiu


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