9886 search results - page 445 / 1978 » Learning Compressible Models |
147
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CVPR
2008
IEEE
16 years 8 months ago
2008
IEEE
Prior distributions are useful for robust low-level vision, and undirected models (e.g. Markov Random Fields) have become a central tool for this purpose. Though sometimes these p...
174
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TMI
2008
15 years 5 months ago
2008
In this paper, a hybrid discriminative/generative model for brain anatomical structure segmentation is proposed. The learning aspect of the approach is emphasized. In the discrimin...
197
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ICML
2009
IEEE
16 years 6 months ago
2009
IEEE
We consider Gaussian multiresolution (MR) models in which coarser, hidden variables serve to capture statistical dependencies among the finest scale variables. Tree-structured MR ...
160
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ICML
2006
IEEE
16 years 6 months ago
2006
IEEE
The recent Predictive Linear Gaussian model (or PLG) improves upon traditional linear dynamical system models by using a predictive representation of state, which makes consistent...
141
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IJCAI
2001
15 years 7 months ago
2001
We study the application of Hidden Markov Models (HMMs) to learning information extractors for