421 search results - page 60 / 85 » Reducing Label Complexity by Learning From Bags |
102
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CVPR
2011
IEEE
14 years 5 months ago
2011
IEEE
This paper addresses the problem of similar image retrieval, especially in the setting of large-scale datasets with millions to billions of images. The core novel contribution is ...
COLT
2008
Springer
14 years 11 months ago
2008
Springer
This paper describes an efficient reduction of the learning problem of ranking to binary classification. The reduction guarantees an average pairwise misranking regret of at most t...
ECCV
2006
Springer
15 years 11 months ago
2006
Springer
Abstract. Figure/ground assignment is a key step in perceptual organization which assigns contours to one of the two abutting regions, providing information about occlusion and all...
106
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ICIP
2003
IEEE
15 years 11 months ago
2003
IEEE
We present algorithms for automatic feature selection for unsupervised structure discovery from video sequences. Feature selection in this scenario is hard because of the absence ...
WOSP
2005
ACM
15 years 3 months ago
2005
ACM
In order to effectively validate the performance of software systems throughout their development cycle it is necessary to continuously build performance models from software mod...