84 search results - page 5 / 17 » Template Use and the Effectiveness of Knowledge Transfer |
ACCV
2010
Springer
14 years 4 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...
ECCV
2008
Springer
15 years 11 months ago
2008
Springer
Abstract. Building visual recognition models that adapt across different domains is a challenging task for computer vision. While feature-learning machines in the form of hierarchi...
IJCNN
2007
IEEE
15 years 3 months ago
2007
IEEE
— Most research in machine learning focuses on scenarios in which a learner faces a single learning task, independently of other learning tasks or prior knowledge. In reality, ho...
IROS
2009
IEEE
15 years 4 months ago
2009
IEEE
— This paper explores methods and representations that allow two perceptually heterogeneous robots, each of which represents concepts via grounded properties, to transfer knowled...
ISESE
2002
IEEE
15 years 2 months ago
2002
IEEE
Recently the awareness of the importance of replicating studies has been growing in the empirical software engineering community. The results of any one study cannot simply be ext...