2103 search results - page 68 / 421 » Approximate Learning of Dynamic Models |
153
Voted
CVPR
2005
IEEE
16 years 4 months ago
2005
IEEE
This paper presents a dynamic conditional random field (DCRF) model to integrate contextual constraints for object segmentation in image sequences. Spatial and temporal dependenci...
130
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CDC
2009
IEEE
15 years 11 days ago
2009
IEEE
In many applicative scenarios it is important to derive information about the topology and the internal connections of more dynamical systems interacting together. Examples can be ...
151
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CPHYSICS
2007
15 years 2 months ago
2007
Simulation of biomembranes over length and time scales relevant to cellular biology is not currently feasible with molecular dynamics including full atomic detail. Barring an unfo...
113
Voted
JCSS
2007
15 years 2 months ago
2007
We introduce a combinatorial dimension that characterizes the number of queries needed to exactly (or approximately) learn concept classes in various models. Our general dimension...
128
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AAAI
2010
15 years 4 months ago
2010
Many problems require repeated inference on probabilistic graphical models, with different values for evidence variables or other changes. Examples of such problems include utilit...