1575 search results - page 92 / 315 » Unsupervised Learning of Models for Recognition |
161
Voted
ICPR
2004
IEEE
16 years 4 months ago
2004
IEEE
The problem of automatic recognition of human activities is among the most important and challenging open areas of research in Computer Vision. This paper presents a new approach ...
141
Voted
ACL
2012
13 years 6 months ago
2012
We investigate the problem of acoustic modeling in which prior language-specific knowledge and transcribed data are unavailable. We present an unsupervised model that simultaneou...
164
Voted
CVPR
2010
IEEE
15 years 6 months ago
2010
IEEE
A clustering framework within the sparse modeling and dictionary learning setting is introduced in this work. Instead of searching for the set of centroid that best fit the data, ...
118
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CVPR
2008
IEEE
16 years 5 months ago
2008
IEEE
We present a novel method for the discovery and detection of visual object categories based on decompositions using topic models. The approach is capable of learning a compact and...
115
Voted
ICASSP
2010
IEEE
15 years 3 months ago
2010
IEEE
We present a novel language identification technique using our recently developed deep-structured conditional random fields (CRFs). The deep-structured CRF is a multi-layer CRF mo...