1345 search results - page 20 / 269 » Efficient Learning of Relational Object Class Models |
205
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CVPR
2011
IEEE
14 years 4 months ago
2011
IEEE
We consider a special type of multi-label learning where class assignments of training examples are incomplete. As an example, an instance whose true class assignment is (c1, c2, ...
DAGM
2008
Springer
15 years 2 months ago
2008
Springer
In this paper a novel and generic approach for model-based data clustering in a boosting framework is presented. This method uses the forward stagewise additive modeling to learn t...
108
Voted
CVPR
2008
IEEE
16 years 2 months ago
2008
IEEE
We present a new unsupervised method to learn unified probabilistic object models (POMs) which can be applied to classification, segmentation, and recognition. We formulate this a...
100
Voted
ICML
2005
IEEE
16 years 1 months ago
2005
IEEE
Hidden Markov Models (HMMs) model sequential data in many fields such as text/speech processing and biosignal analysis. Active learning algorithms learn faster and/or better by cl...
103
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HVC
2005
Springer
15 years 6 months ago
2005
Springer
We present several algorithms for simultaneous SAT (propositional satisfiability) based model checking of safety properties. More precisely, we focus on Bounded Model Checking and ...