34 search results - page 1 / 7 » Domain Transfer Multiple Kernel Learning |
111
Voted
PAMI
2012
13 years 18 days 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 ...
118
Voted
ICASSP
2011
IEEE
14 years 1 months ago
2011
IEEE
This paper presents a sound source (talker) localization method using only a single microphone. In our previous work [1], we discussed the single-channel sound source localization...
121
Voted
CVPR
2009
IEEE
16 years 5 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...
AAAI
2011
13 years 10 months ago
2011
Transfer learning allows knowledge to be extracted from auxiliary domains and be used to enhance learning in a target domain. For transfer learning to be successful, it is critica...
76
Voted
ICRA
2006
IEEE
15 years 4 months ago
2006
IEEE
— This paper demonstrates a learning mechanism for complex tasks. Such tasks may be inherently expensive to learn in terms of training time and/or cost of obtaining each training...