530 search results - page 20 / 106 » An Introduction to Transfer Learning |
FLAIRS
2010
14 years 1 months ago
2010
We present context-sensitive Multiple Task Learning, or csMTL as a method of inductive transfer. It uses additional contextual inputs along with other input features when learning ...
AAAI
2006
14 years 10 days ago
2006
Transfer learning concerns applying knowledge learned in one task (the source) to improve learning another related task (the target). In this paper, we use structure mapping, a ps...
ICDM
2007
IEEE
14 years 5 months ago
2007
IEEE
The problem of transfer learning, where information gained in one learning task is used to improve performance in another related task, is an important new area of research. While...
ACCV
2010
Springer
13 years 6 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
14 years 27 days ago
2008
Springer
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