101 search results - page 6 / 21 » Discriminative Learning over Constrained Latent Representati... |
162
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CVPR
2009
IEEE
16 years 9 months ago
2009
IEEE
The articulated body models used to represent human motion typically have many degrees of freedom, usually expressed as joint angles that are highly correlated. T...
128
Voted
CVPR
2008
IEEE
15 years 2 months ago
2008
IEEE
We propose a joint representation and classification framework that achieves the dual goal of finding the most discriminative sparse overcomplete encoding and optimal classifier p...
109
Voted
NAACL
2010
14 years 11 months ago
2010
We show that the automatically induced latent variable grammars of Petrov et al. (2006) vary widely in their underlying representations, depending on their EM initialization point...
147
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CVPR
2012
IEEE
13 years 4 months ago
2012
IEEE
Top-down visual saliency facilities object localization by providing a discriminative representation of target objects and a probability map for reducing the search space. In this...
132
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NIPS
2008
15 years 3 months ago
2008
Learning graphical models with hidden variables can offer semantic insights to complex data and lead to salient structured predictors without relying on expensive, sometime unatta...