3411 search results - page 28 / 683 » Adaptive Transfer Learning |
146
click to vote
ATAL
2010
Springer
15 years 3 months ago
2010
Springer
We introduce the novel problem of inter-robot transfer learning for perceptual classification of objects, where multiple heterogeneous robots communicate and transfer learned obje...
173
click to vote
CVPR
2009
IEEE
16 years 10 months ago
2009
IEEE
Cross-domain learning methods have shown promising
results by leveraging labeled patterns from auxiliary domains
to learn a robust classifier for target domain, which
has a limi...
117
click to vote
ICONIP
1998
15 years 4 months ago
1998
Learning transfer is the improvement in performance on one task having learnt a related task. That the degree of transfer is signi cantly greater in humans than other primates and...
131
click to vote
ECCV
2010
Springer
15 years 5 months ago
2010
Springer
We propose a spectral learning approach to shape segmentation. The method is composed of a constrained spectral clustering algorithm that is used to supervise the segmentation of a...
136
click to vote
AAAI
2008
15 years 5 months ago
2008
Transfer learning addresses the problem of how to utilize plenty of labeled data in a source domain to solve related but different problems in a target domain, even when the train...