2278 search results - page 90 / 456 » Multiple-Instance Active Learning |
100
click to vote
ECCV
2008
Springer
16 years 4 months ago
2008
Springer
As computer vision research considers more object categories and greater variation within object categories, it is clear that larger and more exhaustive datasets are necessary. How...
91
Voted
ICML
2003
IEEE
16 years 3 months ago
2003
IEEE
In many real world applications, active selection of training examples can significantly reduce the number of labelled training examples to learn a classification function. Differ...
131
Voted
ICML
2003
IEEE
16 years 3 months ago
2003
IEEE
In the task of adaptive information filtering, a system receives a stream of documents but delivers only those that match a person's information need. As the system filters i...
140
Voted
ICANNGA
2009
Springer
15 years 9 months ago
2009
Springer
Many complex, real world phenomena are difficult to study directly using controlled experiments. Instead, the use of computer simulations has become commonplace as a feasible alte...
98
Voted
ICML
2010
IEEE
15 years 3 months ago
2010
IEEE
In this paper, we propose an Active Learning (AL) framework for the Multi-Task Adaptive Filtering (MTAF) problem. Specifically, we explore AL approaches to rapidly improve an MTAF...