924 search results - page 55 / 185 » Incremental Probabilistic Inference |
120
Voted
ICML
2009
IEEE
16 years 3 months ago
2009
IEEE
There has been much interest in unsupervised learning of hierarchical generative models such as deep belief networks. Scaling such models to full-sized, high-dimensional images re...
128
Voted
CVPR
2006
IEEE
16 years 4 months ago
2006
IEEE
A system that could automatically analyze the facial actions in real time have applications in a number of different fields. However, developing such a system is always a challeng...
145
Voted
ICRA
2009
IEEE
15 years 4 days ago
2009
IEEE
In Simultaneous Localisation and Mapping (SLAM), it is well known that probabilistic filtering approaches which aim to estimate the robot and map state sequentially suffer from poo...
101
Voted
ICTAI
2006
IEEE
15 years 8 months ago
2006
IEEE
Bayesian networks (BNs) have been widely used as a model for knowledge representation and probabilistic inferences. However, the single probability representation of conditional d...
104
Voted
UAI
2004
15 years 3 months ago
2004
As real-world Bayesian networks continue to grow larger and more complex, it is important to investigate the possibilities for improving the performance of existing algorithms of ...