705 search results - page 112 / 141 » Unsupervised Learning Using MML |
102
click to vote
ECML
2007
Springer
15 years 7 months ago
2007
Springer
Abstract. Clustering has recently enjoyed progress via spectral methods which group data using only pairwise affinities and avoid parametric assumptions. While spectral clustering ...
137
click to vote
CVPR
2010
IEEE
15 years 1 months ago
2010
IEEE
We present a novel method for the discovery and statistical representation of motion patterns in a scene observed by a static camera. Related methods involving learning of pattern...
125
click to vote
ICMLA
2009
14 years 11 months ago
2009
Recently there has been considerable interest in topic models based on the bag-of-features representation of images. The strong independence assumption inherent in the bag-of-feat...
117
click to vote
INTERSPEECH
2010
14 years 8 months ago
2010
We extend our earlier work on deep-structured conditional random field (DCRF) and develop deep-structured hidden conditional random field (DHCRF). We investigate the use of this n...
135
click to vote
SLSFS
2005
Springer
15 years 7 months ago
2005
Springer
We propose the use of latent space models applied to local invariant features for object classification. We investigate whether using latent space models enables to learn patterns...