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06/02/2019
Truncated Cauchy Non-negative Matrix Factorization
Non-negative matrix factorization (NMF) minimizes the Euclidean distance...
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02/11/2016
Generating Discriminative Object Proposals via Submodular Ranking
A multi-scale greedy-based object proposal generation approach is presen...
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02/09/2016
Parameterizing Region Covariance: An Efficient Way To Apply Sparse Codes On Second Order Statistics
Sparse representations have been successfully applied to signal processi...
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10/15/2015
Layer-Specific Adaptive Learning Rates for Deep Networks
The increasing complexity of deep learning architectures is resulting in...
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08/19/2014