172 search results - page 15 / 35 » Learning Generative Models of Similarity Matrices |
105
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ICASSP
2009
IEEE
15 years 9 months ago
2009
IEEE
In this paper, we propose a novel nonparametric modeling technique, namely Space Kernel Analysis (SKA), as a result of the definition of the space kernel. We analyze the uncertai...
ICPR
2010
IEEE
15 years 28 days ago
2010
IEEE
Documents in many corpora, such as digital libraries and webpages, contain both content and link information. In a traditional topic model which plays an important role in the uns...
127
Voted
CVPR
2006
IEEE
16 years 4 months ago
2006
IEEE
"Bag of words" models have enjoyed much attention and achieved good performances in recent studies of object categorization. In most of these works, local patches are mo...
109
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ICML
2010
IEEE
15 years 3 months ago
2010
IEEE
We consider the problem of multi-task reinforcement learning where the learner is provided with a set of tasks, for which only a small number of samples can be generated for any g...
140
Voted
ICCV
2001
IEEE
16 years 4 months ago
2001
IEEE
This paper describes a framework for learning probabilistic models of objects and scenes and for exploiting these models for tracking complex, deformable, or articulated objects i...