712 search results - page 58 / 143 » Pruning Training Sets for Learning of Object Categories |
151
click to vote
CIKM
2009
Springer
15 years 11 months ago
2009
Springer
Recently there has been increasing interest in the problem of transfer learning, in which the typical assumption that training and testing data are drawn from identical distributi...
124
Voted
SAC
2005
ACM
15 years 10 months ago
2005
ACM
When a partitional structure is derived from a data set using a data mining algorithm, it is not unusual to have a different set of outcomes when it runs with a different order of...
173
click to vote
CIKM
2004
Springer
15 years 9 months ago
2004
Springer
In this paper we study the problem of collecting training samples for building enterprise taxonomies. We develop a computer-aided tool named InfoAnalyzer, which can effectively as...
164
Voted
CVPR
2009
IEEE
17 years 10 days ago
2009
IEEE
Statistical approaches for building non-rigid deformable
models, such as the Active Appearance Model (AAM), have
enjoyed great popularity in recent years, but typically require
...
137
click to vote
MM
2005
ACM
15 years 10 months ago
2005
ACM
Labeling faces in news video with their names is an interesting research problem which was previously solved using supervised methods that demand significant user efforts on lab...