662 search results - page 47 / 133 » Making inferences with small numbers of training sets |
156
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CIKM
2006
Springer
15 years 10 months ago
2006
Springer
In practical classification, there is often a mix of learnable and unlearnable classes and only a classifier above a minimum performance threshold can be deployed. This problem is...
189
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NIPS
2008
15 years 7 months ago
2008
We present an approach to low-level vision that combines two main ideas: the use of convolutional networks as an image processing architecture and an unsupervised learning procedu...
157
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CICLING
2001
Springer
15 years 10 months ago
2001
Springer
The availability of semantically tagged corpora is becoming a very important and urgent need for training and evaluation within a large number of applications but also they are th...
165
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AVBPA
2005
Springer
15 years 11 months ago
2005
Springer
This paper deals with a problem of recognition by gait when time-dependent covariates are added, i.e. when 6 months have passed between recording of the gallery and the probe sets....
163
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LREC
2010
15 years 7 months ago
2010
We introduce a method for automatically labelling edges of word co-occurrence graphs with semantic relations. Therefore we only make use of training data already contained within ...