702 search results - page 74 / 141 » Learning Probabilistic Models of Relational Structure |
119
Voted
ICCV
2011
IEEE
14 years 18 days ago
2011
IEEE
This paper addresses the problem of tracking objects which undergo rapid and significant appearance changes. We propose a novel coupled-layer visual model that combines the targe...
123
Voted
CVPR
2004
IEEE
16 years 2 months ago
2004
IEEE
We pose the problem of 3D human tracking as one of inference in a graphical model. Unlike traditional kinematic tree representations, our model of the body is a collection of loos...
106
Voted
ALIFE
2010
14 years 11 months ago
2010
We present a model of social learning of both language and skills, while assuming—insofar as possible—strict autonomy, virtual embodiment, and situatedness. This model is built...
131
Voted
ECAI
2010
Springer
14 years 10 months ago
2010
Springer
Conditional random fields (CRF) are widely used for predicting output variables that have some internal structure. Most of the CRF research has been done on structured classificati...
120
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IJCAI
2003
15 years 1 months ago
2003
Dynamic Bayesian networks (DBNs) offer an elegant way to integrate various aspects of language in one model. Many existing algorithms developed for learning and inference in DBNs ...