759 search results - page 132 / 152 » Structured Learning with Approximate Inference |
110
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NN
2002
Springer
15 years 1 months ago
2002
Springer
When learning a mixture model, we suffer from the local optima and model structure determination problems. In this paper, we present a method for simultaneously solving these prob...
125
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ICRA
2008
IEEE
15 years 7 months ago
2008
IEEE
— Local linearizations are ubiquitous in the control of robotic systems. Analytical methods, if available, can be used to obtain the linearization, but in complex robotics system...
120
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CVPR
2006
IEEE
15 years 7 months ago
2006
IEEE
Part-based tree-structured models have been widely used for 2D articulated human pose-estimation. These approaches admit efficient inference algorithms while capturing the import...
149
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MMAS
2011
Springer
14 years 8 months ago
2011
Springer
While existing mathematical descriptions can accurately account for phenomena at microscopic scales (e.g. molecular dynamics), these are often high-dimensional, stochastic and thei...
113
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CVPR
2008
IEEE
16 years 3 months ago
2008
IEEE
The goal of image categorization is to classify a collection of unlabeled images into a set of predefined classes to support semantic-level image retrieval. The distance measures ...