69 search results - page 10 / 14 » Graph Based Semi-supervised Learning with Sharper Edges |
77
Voted
PKDD
2009
Springer
15 years 6 months ago
2009
Springer
Abstract. We propose a new graph-based label propagation algorithm for transductive learning. Each example is associated with a vertex in an undirected graph and a weighted edge be...
163
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CVPR
2009
IEEE
16 years 6 months ago
2009
IEEE
Analyzing videos of human activities involves not only
recognizing actions (typically based on their appearances),
but also determining the story/plot of the video. The storyline...
CVPR
2006
IEEE
16 years 1 months ago
2006
IEEE
Classification with only one labeled example per class is a challenging problem in machine learning and pattern recognition. While there have been some attempts to address this pr...
102
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IPMI
2009
Springer
15 years 4 months ago
2009
Springer
Abstract. In this paper we propose a novel approach to define task-driven regularization constraints in deformable image registration using learned deformation priors. Our method ...
105
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ICCV
2009
IEEE
16 years 4 months ago
2009
IEEE
Learning to cope with domain change has been known
as a challenging problem in many real-world applications.
This paper proposes a novel and efficient approach, named
domain ada...