294 search results - page 31 / 59 » Optimized fixed-size kernel models for large data sets |
229
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EMMCVPR
2011
Springer
14 years 2 months ago
2011
Springer
In this work, we are concerned with the detection of multiple objects in an image. We demonstrate that typically applied objectives have the structure of a random field model, but...
113
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AAAI
2010
15 years 4 months ago
2010
In many real world applications, labeled data are usually expensive to get, while there may be a large amount of unlabeled data. To reduce the labeling cost, active learning attem...
135
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CVPR
2011
IEEE
14 years 11 months ago
2011
IEEE
Visual attributes expose human-defined semantics to object recognition models, but existing work largely restricts their influence to mid-level cues during classifier training....
131
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PLDI
1995
ACM
15 years 6 months ago
1995
ACM
We present a unified approach to locality optimization that employs both data and control transformations. Data transformations include changing the array layout in memory. Contr...
137
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ICDM
2010
IEEE
15 years 8 days ago
2010
IEEE
Abstract--Most well-known discriminative clustering models, such as spectral clustering (SC) and maximum margin clustering (MMC), are non-Bayesian. Moreover, they merely considered...