3411 search results - page 34 / 683 » Adaptive Transfer Learning |
140
Voted
NIPS
2008
15 years 4 months ago
2008
We address the problem of learning classifiers for several related tasks that may differ in their joint distribution of input and output variables. For each task, small
122
click to vote
DAGM
2009
Springer
15 years 9 months ago
2009
Springer
The human ability to learn difficult object categories from just a few views is often explained by an extensive use of knowledge from related classes. In this work we study the use...
117
click to vote
CSEE
2007
Springer
15 years 8 months ago
2007
Springer
Many university classes and commercial training courses rely on classroom lecture and practice exercises to help students learn new skills. The thesis work described in this paper...
114
Voted
IJCAI
2007
15 years 4 months ago
2007
A long-lived agent continually faces new tasks in its environment. Such an agent may be able to use knowledge learned in solving earlier tasks to produce candidate policies for it...
177
click to vote
CVPR
2009
IEEE
16 years 9 months ago
2009
IEEE
We study the problem of object classification when training
and test classes are disjoint, i.e. no training examples of
the target classes are available. This setup has hardly be...