1575 search results - page 184 / 315 » Unsupervised Learning of Models for Recognition |
140
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CSL
2008
Springer
15 years 3 months ago
2008
Springer
Active learning (AL) is a framework that attempts to reduce the cost of annotating training material for statistical learning methods. While a lot of papers have been presented on...
144
Voted
EMNLP
2007
15 years 5 months ago
2007
This paper proposes a framework for semi-supervised structured output learning (SOL), specifically for sequence labeling, based on a hybrid generative and discriminative approach...
142
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CVPR
2011
IEEE
14 years 11 months ago
2011
IEEE
We present a hierarchical classification model that allows rare objects to borrow statistical strength from related objects that have many training examples. Unlike many of the e...
118
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ICPR
2000
IEEE
15 years 8 months ago
2000
IEEE
We discuss the issues and challenges of generic object recognition. We argue that high-level, volumetric part-based descriptions are essential in the process of recognizing object...
119
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ICASSP
2010
IEEE
15 years 3 months ago
2010
IEEE
This paper addresses the problem of discriminative training of language models that does not require any transcribed acoustic data. We propose to minimize the conditional entropy ...