3449 search results - page 6 / 690 » A Framework for Multiple-Instance Learning |
93
Voted
ICPR
2010
IEEE
15 years 7 months ago
2010
IEEE
—We propose an approach for improving object recognition and localization using spatial kernels together with instance embedding. Our approach treats each image as a bag of insta...
106
Voted
ALT
2001
Springer
15 years 10 months ago
2001
Springer
While there has been a significant amount of theoretical and empirical research on the multiple-instance learning model, most of this research is for concept learning. However, f...
100
Voted
ICML
2008
IEEE
16 years 1 months ago
2008
IEEE
114
Voted
NIPS
2003
15 years 2 months ago
2003
Learning from ambiguous training data is highly relevant in many applications. We present a new learning algorithm for classification problems where labels are associated with se...
135
Voted
ECML
2007
Springer
15 years 7 months ago
2007
Springer
Abstract. This paper introduces the use of multi-objective evolutionary algorithms in multiple instance learning. In order to achieve this purpose, a multi-objective grammar-guided...