567 search results - page 67 / 114 » On the complexity of constrained VC-classes |
180
Voted
TNN
2010
14 years 10 months ago
2010
This paper proposes three novel training methods, two of them based on the back-propagation approach and a third one based on information theory for Multilayer Perceptron (MLP) bin...
107
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CVPR
2003
IEEE
16 years 5 months ago
2003
IEEE
Inhomogeneous Gibbs model (IGM) [4] is an effective maximum entropy model in characterizing complex highdimensional distributions. However, its training process is so slow that th...
127
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CVPR
2007
IEEE
16 years 5 months ago
2007
IEEE
We boost the efficiency and robustness of distributionbased matching by random subsampling which results in the minimum number of samples required to achieve a specified probabili...
138
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ICCV
2003
IEEE
16 years 5 months ago
2003
IEEE
Feature space analysis is the main module in many computer vision tasks. The most popular technique, k-means clustering, however, has two inherent limitations: the clusters are co...
146
Voted
ICCV
2003
IEEE
16 years 5 months ago
2003
IEEE
An iterative method for reconstructing a 3D polygonal mesh and color texture map from multiple views of an object is presented. In each iteration, the method first estimates a tex...