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Distributed Learning with Low Communication Cost via Gradient Boosting Untrained Neural Network

Nov 10, 2020
Xiatian Zhang, Xunshi He, Nan Wang, Rong Chen


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Brain Tumor Anomaly Detection via Latent Regularized Adversarial Network

Jul 09, 2020
Nan Wang, Chengwei Chen, Yuan Xie, Lizhuang Ma

* 9 pages, 7 figures 

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Directional Multivariate Ranking

Jun 09, 2020
Nan Wang, Hongning Wang

* Accepted as a full research paper in KDD'20 

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Unbiased Learning to Rank via Propensity Ratio Scoring

May 18, 2020
Nan Wang, Xuanhui Wang, Hongning Wang


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Structural Combinatorial of Network Information System of Systems based on Evolutionary Optimization Method

Feb 22, 2020
Tingting Zhang, Yushi Lan, Aiguo Song, Kun Liu, Nan Wang


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UWGAN: Underwater GAN for Real-world Underwater Color Restoration and Dehazing

Dec 21, 2019
Nan Wang, Yabin Zhou, Fenglei Han, Haitao Zhu, Yaojing Zheng

* 10 pages, 8 figures 

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BPMR: Bayesian Probabilistic Multivariate Ranking

Sep 18, 2019
Nan Wang, Hongning Wang


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The FacT: Taming Latent Factor Models for Explainability with Factorization Trees

Jun 03, 2019
Yiyi Tao, Yiling Jia, Nan Wang, Hongning Wang

* In proceedings of SIGIR'19 

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Unpaired Photo-to-Caricature Translation on Faces in the Wild

Jul 25, 2018
Ziqiang Zheng, Wang Chao, Zhibin Yu, Nan Wang, Haiyong Zheng, Bing Zheng

* 28 pages, 11 figures 

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Explainable Recommendation via Multi-Task Learning in Opinionated Text Data

Jun 10, 2018
Nan Wang, Hongning Wang, Yiling Jia, Yue Yin

* 10 pages, SIGIR 2018 

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Pipeline Generative Adversarial Networks for Facial Images Generation with Multiple Attributes

Nov 29, 2017
Ziqiang Zheng, Zhibin Yu, Haiyong Zheng, Chao Wang, Nan Wang

* 9 pages, 10 figures 

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A new boosting algorithm based on dual averaging scheme

Jul 11, 2015
Nan Wang

* 8 pages, 3 figures 

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Modeling correlations in spontaneous activity of visual cortex with centered Gaussian-binary deep Boltzmann machines

Feb 17, 2014
Nan Wang, Dirk Jancke, Laurenz Wiskott

* 9 pages, 4 figures, for openreview ICLR2014, 2nd revision 

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Gaussian-binary Restricted Boltzmann Machines on Modeling Natural Image Statistics

Jan 23, 2014
Nan Wang, Jan Melchior, Laurenz Wiskott

* PLoS ONE 12(2): e0171015 (2017) 
* Current version is only an early manuscript and is subject to further change 

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Anomaly Sequences Detection from Logs Based on Compression

Sep 08, 2011
Nan Wang, Jizhong Han, Jinyun Fang

* 7 pages, 5 figures, 6 tables 

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