890 search results - page 20 / 178 » Learning a Generative Model for Structural Representations |
IDEAL
2005
Springer
14 years 1 months ago
2005
Springer
Artificial neural networks play an important role for pattern recognition tasks. However, due to poor comprehensibility of the learned network, and the inability to represent expl...
MCS
2009
Springer
14 years 2 months ago
2009
Springer
Machine Learning can be divided into two schools of thought: generative model learning and discriminative model learning. While the MCS community has been focused mainly on the lat...
IMR
2004
Springer
14 years 27 days ago
2004
Springer
Topological representations are being used to define geometric models suitable for grid generation and grid generation tools are being developed that work directly on topological ...
PAMI
2008
13 years 7 months ago
2008
This paper presents a hierarchical-compositional model of human faces, as a three-layer AND-OR graph to account for the structural variabilities over multiple resolutions. In the A...
ICML
2010
IEEE
13 years 8 months ago
2010
IEEE
We develop a semi-supervised learning method that constrains the posterior distribution of latent variables under a generative model to satisfy a rich set of feature expectation c...