4578 search results - page 205 / 916 » Learning from Multi-source Data |
117
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PAMI
2006
15 years 1 months ago
2006
This paper presents a family of techniques that we call congealing for modeling image classes from data. The idea is to start with a set of images and make them appear as similar a...
102
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HICSS
2005
IEEE
15 years 7 months ago
2005
IEEE
A framework that delineates the relationships between learner control and learning effectiveness is absent. This study aims to fill this void. Unlike previous research, this study...
153
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CVPR
2010
IEEE
14 years 12 months ago
2010
IEEE
This paper shows that the performance of a binary classifier can be significantly improved by the processing of structured unlabeled data, i.e. data are structured if knowing the ...
122
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ICDM
2010
IEEE
14 years 12 months ago
2010
IEEE
Active learning has been proven a reliable strategy to reduce manual efforts in training data labeling. Such strategies incorporate the user as oracle: the classifier selects the m...
130
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TASLP
2008
15 years 1 months ago
2008
We describe an acoustic chord transcription system that uses symbolic data to train hidden Markov models and gives best-of-class frame-level recognition results. We avoid the extre...