4981 search results - page 104 / 997 » Dependent Gaussian Processes |
143
click to vote
ICANN
2010
Springer
15 years 4 months ago
2010
Springer
Abstract. Competitive learning approaches with penalization or cooperation mechanism have been applied to unsupervised data clustering due to their attractive ability of automatic ...
153
click to vote
CVPR
2010
IEEE
16 years 12 days ago
2010
IEEE
We present a flexible method for fusing information from optical and range sensors based on an accelerated highdimensional filtering approach. Our system takes as input a sequen...
181
click to vote
DAGM
2011
Springer
14 years 4 months ago
2011
Springer
Many unsupervised learning algorithms make use of kernels that rely on the Euclidean distance between two samples. However, the Euclidean distance is optimal for Gaussian distribut...
147
click to vote
TSP
2008
15 years 4 months ago
2008
Graphical models provide a powerful formalism for statistical signal processing. Due to their sophisticated modeling capabilities, they have found applications in a variety of fie...
138
click to vote
NIPS
2004
15 years 5 months ago
2004
We present a generative model and stochastic filtering algorithm for simultaneous tracking of 3D position and orientation, non-rigid motion, object texture, and background texture...