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08/16/2016
A novel transfer learning method based on common space mapping and weighted domain matching
In this paper, we propose a novel learning framework for the problem of ...
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04/22/2016
Optimizing Top Precision Performance Measure of Content-Based Image Retrieval by Learning Similarity Function
In this paper we study the problem of content-based image retrieval. In ...
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02/09/2015
Sparse Coding with Earth Mover's Distance for Multi-Instance Histogram Representation
Sparse coding (Sc) has been studied very well as a powerful data represe...
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09/08/2014
When coding meets ranking: A joint framework based on local learning
Sparse coding, which represents a data point as a sparse reconstruction ...
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04/22/2014
Large Margin Image Set Representation and Classification
In this paper, we propose a novel image set representation and classific...
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12/05/2013
Max-Min Distance Nonnegative Matrix Factorization
Nonnegative Matrix Factorization (NMF) has been a popular representation...
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11/27/2013
Cross-Domain Sparse Coding
Sparse coding has shown its power as an effective data representation me...
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11/26/2013