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» Spectral domain-transfer learning

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ICPR
2004
IEEE

136views computer vision» more ICPR 2004»

Learning High-level Independent Components of Images through a Spectral Representation

14 years 9 months ago

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Statistical methods, such as independent component analysis, have been successful in learning local low-level features from natural image data. Here we extend these methods for le...

Aapo Hyvärinen, Jussi T. Lindgren

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IJCNN
2007
IEEE

119views Neural Networks» more IJCNN 2007»

Maximum Margin based Semi-supervised Spectral Kernel Learning

14 years 2 months ago

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Zenglin Xu, Jianke Zhu, Michael R. Lyu, Irwin King

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ICVS
2003
Springer

97views Computer Vision» more ICVS 2003»

A Spectral Approach to Learning Structural Variations in Graphs

14 years 1 months ago

Download www-users.cs.york.ac.uk

This paper shows how to construct a linear deformable model for graph structure by performing principal components analysis (PCA) on the vectorised adjacency matrix. We commence b...

Bin Luo, Richard C. Wilson, Edwin R. Hancock

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NIPS
2003

83views Information Technology» more NIPS 2003»

Learning Spectral Clustering

13 years 9 months ago