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ICCV
2001
IEEE
16 years 8 months ago
Learning the Semantics of Words and Pictures
We present a statistical model for organizing image collections which integrates semantic information provided by associated text and visual information provided by image features...
Kobus Barnard, David A. Forsyth
ICASSP
2011
IEEE
14 years 10 months ago
Nonparametric Bayesian feature selection for multi-task learning
We present a nonparametric Bayesian model for multi-task learning, with a focus on feature selection in binary classification. The model jointly identifies groups of similar tas...
Hui Li, Xuejun Liao, Lawrence Carin
ELPUB
2006
ACM
16 years 15 days ago
A Subject-Machine-Object Interaction Reference Model and its Application in Electronic Publishing
The necessity of a subject–machine–object interaction (SMOI) reference model and its application in electronic publishing of the objects of our culture is considered. The comp...
Stoyan A. Poryazov
CHI
2006
ACM
16 years 7 months ago
Generating automated predictions of behavior strategically adapted to specific performance objectives
It has been well established in Cognitive Psychology that humans are able to strategically adapt performance, even highly skilled performance, to meet explicit task goals such as ...
Katherine Eng, Richard L. Lewis, Irene Tollinger, ...
CIVR
2004
Springer
117views Image Analysis» more  CIVR 2004»
15 years 12 months ago
Using Maximum Entropy for Automatic Image Annotation
In this paper, we propose the use of the Maximum Entropy approach for the task of automatic image annotation. Given labeled training data, Maximum Entropy is a statistical techniqu...
Jiwoon Jeon, R. Manmatha