2185 search results - page 107 / 437 » Active Learning with Statistical Models |
153
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ICASSP
2010
IEEE
15 years 6 months ago
2010
IEEE
Natural scene statistics (NSS) are an active area of research. Although there exist elegant models for NSS, the statistics of natural image distortions have received little attent...
154
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ICCV
2007
IEEE
16 years 19 days ago
2007
IEEE
This article proposes an active basis model and a shared pursuit algorithm for learning deformable templates from image patches of various object categories. In our generative mod...
144
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COLT
1993
Springer
15 years 10 months ago
1993
Springer
We introduce a new formal model in which a learning algorithm must combine a collection of potentially poor but statistically independent hypothesis functions in order to approxima...
192
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ICIP
2003
IEEE
16 years 8 months ago
2003
IEEE
We present algorithms for automatic feature selection for unsupervised structure discovery from video sequences. Feature selection in this scenario is hard because of the absence ...
180
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ACL
2000
15 years 7 months ago
2000
This paper introduces a statistical model for query-relevant summarization: succinctly characterizing the relevance of a document to a query. Learning parameter values for the pro...