1575 search results - page 39 / 315 » Unsupervised Learning of Models for Recognition |
129
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JMLR
2010
14 years 8 months ago
2010
Estimating the error rates of classifiers or regression models is a fundamental task in machine learning which has thus far been studied exclusively using supervised learning tech...
125
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CVPR
2009
IEEE
16 years 9 months ago
2009
IEEE
The visual world demonstrates organized spatial patterns,
among objects or regions in a scene, object-parts
in an object, and low-level features in object-parts. These
classes o...
135
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CSL
2002
Springer
15 years 1 months ago
2002
Springer
The last decade has witnessed substantial progress in speech recognition technology, with todays state-of-the-art systems being able to transcribe unrestricted broadcast news audi...
150
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CVPR
2012
IEEE
13 years 4 months ago
2012
IEEE
We study unsupervised learning of occluding objects in images of visual scenes. The derived learning algorithm is based on a probabilistic generative model which parameterizes obj...
111
Voted
ICML
2003
IEEE
16 years 2 months ago
2003
IEEE
We consider the problem of unsupervised learning from a matrix of data vectors where in each row the observed values are randomly permuted in an unknown fashion. Such problems ari...