540 search results - page 20 / 108 » Graph-based transfer learning |
110
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ACCV
2010
Springer
14 years 7 months ago
2010
Springer
Abstract. We propose a novel unsupervised transfer learning framework that utilises unlabelled auxiliary data to quantify and select the most relevant transferrable knowledge for r...
CIKM
2008
Springer
15 years 1 months ago
2008
Springer
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164
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AIM
2011
14 years 3 months ago
2011
Transfer learning aims to solve new learning problems by extracting and making use of the common knowledge found in related domains. A key element of transfer learning is to ident...
CVPR
2010
IEEE
15 years 2 days ago
2010
IEEE
Transfer learning allows leveraging the knowledge of source domains, available a priori, to help training a classifier for a target domain, where the available data is scarce. Th...
ATAL
2007
Springer
15 years 6 months ago
2007
Springer
The ambitious goal of transfer learning is to accelerate learning on a target task after training on a different, but related, source task. While many past transfer methods have f...