518 search results - page 25 / 104 » Object correspondence as a machine learning problem |
107
Voted
ECCV
2004
Springer
16 years 3 months ago
2004
Springer
Reliable detection of fiducial targets in real-world images is addressed in this paper. We show that even the best existing schemes are fragile when exposed to other than laborator...
108
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COLT
2001
Springer
15 years 6 months ago
2001
Springer
In this paper we study a paradigm to generalize online classification algorithms for binary classification problems to multiclass problems. The particular hypotheses we investig...
144
Voted
COLT
2003
Springer
15 years 7 months ago
2003
Springer
The application of statistical methods to natural language processing has been remarkably successful over the past two decades. But, to deal with recent problems arising in this ...
103
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ICML
2003
IEEE
16 years 2 months ago
2003
IEEE
In the standard feature selection problem, we are given a fixed set of candidate features for use in a learning problem, and must select a subset that will be used to train a mode...
223
Voted
ROCAI
2004
Springer
15 years 7 months ago
2004
Springer
We introduce a model class for statistical learning which is based on mixtures of propositional rules. In our mixture model, the weight of a rule is not uniform over the entire ins...