787 search results - page 17 / 158 » A Survey on Transfer Learning |
ACCV
2010
Springer
13 years 3 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
13 years 10 months ago
2008
Springer
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AIM
2011
12 years 11 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
13 years 8 months 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
14 years 2 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...