138 search results - page 21 / 28 » Inferring Hidden Causal Structure |
125
Voted
ICML
2009
IEEE
16 years 1 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 ...
101
Voted
TNN
1998
15 years 9 days ago
1998
—A structured organization of information is typically required by symbolic processing. On the other hand, most connectionist models assume that data are organized according to r...
77
Voted
ACL
2004
15 years 2 months ago
2004
In an ordinary syntactic parser, the input is a string, and the grammar ranges over strings. This paper explores generalizations of ordinary parsing algorithms that allow the inpu...
101
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CVPR
2000
IEEE
16 years 2 months ago
2000
IEEE
The human figure exhibits complex and rich dynamic behavior that is both nonlinear and time-varying. However, most work on tracking and analysis of figure motion has employed eith...
111
Voted
CVPR
2003
IEEE
16 years 2 months ago
2003
IEEE
In many applications of graphical models arising in computer vision, the hidden variables of interest are most naturally specified by continuous, non-Gaussian distributions. There...