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Truncated Cauchy Non-negative Matrix Factorization


Jun 02, 2019
Naiyang Guan, Tongliang Liu, Yangmuzi Zhang, Dacheng Tao, Larry S. Davis

* IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE T-PAMI), vol. 41, no. 1, pp. 246-259, Jan. 2019 

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Generating Discriminative Object Proposals via Submodular Ranking


Feb 11, 2016
Yangmuzi Zhang, Zhuolin Jiang, Xi Chen, Larry S. Davis


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Parameterizing Region Covariance: An Efficient Way To Apply Sparse Codes On Second Order Statistics


Feb 09, 2016
Xiyang Dai, Sameh Khamis, Yangmuzi Zhang, Larry S. Davis


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Layer-Specific Adaptive Learning Rates for Deep Networks


Oct 15, 2015
Bharat Singh, Soham De, Yangmuzi Zhang, Thomas Goldstein, Gavin Taylor

* ICMLA 2015, deep learning, adaptive learning rates for training, layer specific learning rate 

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What makes an Image Iconic? A Fine-Grained Case Study


Aug 19, 2014
Yangmuzi Zhang, Diane Larlus, Florent Perronnin


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