530 search results - page 1 / 106 » An Introduction to Transfer Learning |
ADMA
2008
Springer
13 years 11 months ago
2008
Springer
ATAL
2007
Springer
13 years 10 months ago
2007
Springer
Transfer learning problems are typically framed as leveraging knowledge learned on a source task to improve learning on a related, but different, target task. Current transfer met...
PAMI
2012
11 years 7 months ago
2012
—Cross-domain learning methods have shown promising results by leveraging labeled patterns from the auxiliary domain to learn a robust classifier for the target domain which has ...
RITA
2006
13 years 4 months ago
2006
AAAI
2012
11 years 7 months ago
2012
Transfer learning proves to be effective for leveraging labeled data in the source domain to build an accurate classifier in the target domain. The basic assumption behind transf...