4578 search results - page 65 / 916 » Learning from Multi-source Data |
CVPR
2005
IEEE
16 years 3 months ago
2005
IEEE
We present and analyze a novel regularization technique based on enhancing our dataset with corrupted copies of our original data. The motivation is that since the learning algori...
120
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ICML
2009
IEEE
16 years 2 months ago
2009
IEEE
Multi-task learning (MTL) aims to improve generalization performance by learning multiple related tasks simultaneously. In this paper, we consider the problem of learning shared s...
121
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ICASSP
2011
IEEE
14 years 5 months ago
2011
IEEE
Current hidden Markov acoustic modeling for large vocabulary continuous speech recognition (LVCSR) relies on the availability of abundant labeled transcriptions. Given that speech...
131
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CVPR
2012
IEEE
13 years 4 months ago
2012
IEEE
We present a machine learning framework that automatically generates a model set of landmarks for some class of registered 3D objects: here we use human faces. The aim is to repla...
136
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CORR
2011
Springer
14 years 8 months ago
2011
Springer
—We consider the problem of positioning a cloud of points in the Euclidean space Rd , from noisy measurements of a subset of pairwise distances. This task has applications in var...