101 search results - page 9 / 21 » Discriminative Learning over Constrained Latent Representati... |
95
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ICGI
2010
Springer
15 years 11 days ago
2010
Springer
Abstract. Grammatical inference is typically defined as the task of finding a compact representation of a language given a subset of sample sequences from that language. Many di...
95
Voted
EMNLP
2010
14 years 12 months ago
2010
This paper examines tagging models for spontaneous English speech transcripts. We analyze the performance of state-of-the-art tagging models, either generative or discriminative, ...
112
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ICASSP
2007
IEEE
15 years 8 months ago
2007
IEEE
Abstract— This work considers a combination classificationregression based framework with the proposal of using learned kernels in modified support vector regression to provide...
93
Voted
CVPR
2006
IEEE
16 years 3 months ago
2006
IEEE
We present a new approach to model and classify breast parenchymal tissue. Given a mammogram, first, we will discover the distribution of the different tissue densities in an unsu...
114
Voted
ICCV
2007
IEEE
16 years 3 months ago
2007
IEEE
In many vision problems, instead of having fully labeled training data, it is easier to obtain the input in small groups, where the data in each group is constrained to be from th...