2295 search results - page 115 / 459 » Learning Overcomplete Representations |
142
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JMLR
2012
13 years 4 months ago
2012
Motivated by the observation that coarse and fine resolutions of an image reveal different structures in the underlying visual phenomenon, we present a model based on the Deep B...
158
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TOG
2012
13 years 4 months ago
2012
We present an approach to synthesizing shapes from complex domains, by identifying new plausible combinations of components from existing shapes. Our primary contribution is a new...
108
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ICML
1997
IEEE
16 years 3 months ago
1997
IEEE
This paper describes a new approach to automatically learning linguistic knowledge for spelling correction. A major feature of this approach is the fact that the acquired knowledg...
121
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IJCNN
2006
IEEE
15 years 8 months ago
2006
IEEE
— In-place learning is a biologically inspired concept, meaning that the computational network is responsible for its own learning. With in-place learning, there is no need for a...
112
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ICML
2004
IEEE
16 years 3 months ago
2004
IEEE
Learning general functional dependencies is one of the main goals in machine learning. Recent progress in kernel-based methods has focused on designing flexible and powerful input...