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» Exploiting local structure in Boltzmann machines
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ISMIR
2004
Springer
111views Music» more  ISMIR 2004»
13 years 10 months ago
Feature Weighting for Segmentation
This paper proposes the use of feature weights to reveal the hierarchical nature of music audio. Feature weighting has been exploited in machine learning, but has not been applied...
R. Mitchell, Irfan A. Essa
ECML
2006
Springer
13 years 8 months ago
Margin-Based Active Learning for Structured Output Spaces
In many complex machine learning applications there is a need to learn multiple interdependent output variables, where knowledge of these interdependencies can be exploited to impr...
Dan Roth, Kevin Small
ACCV
2009
Springer
13 years 8 months ago
Efficient Classification of Images with Taxonomies
We study the problem of classifying images into a given, pre-determined taxonomy. The task can be elegantly translated into the structured learning framework. Structured learning, ...
Alexander Binder, Motoaki Kawanabe, Ulf Brefeld
TASE
2008
IEEE
13 years 4 months ago
Automated Planning and Optimization of Lumber Production Using Machine Vision and Computed Tomography
An automated system for planning and optimization of lumber production using Machine Vision and Computed Tomography (CT) is proposed. Cross-sectional CT images of hardwood logs are...
Suchendra M. Bhandarkar, Xingzhi Luo, Richard F. D...
COMPUTER
2000
138views more  COMPUTER 2000»
13 years 4 months ago
Making Pointer-Based Data Structures Cache Conscious
Processor and memory technology trends portend a continual increase in the relative cost of accessing main memory. Machine designers have tried to mitigate the effect of this tren...
Trishul M. Chilimbi, Mark D. Hill, James R. Larus