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ENTCS
2006
161views more  ENTCS 2006»
13 years 10 months ago
Architecture Normalization for Component-based Systems
Being able to systematically change the original architecture of a component-based system to a desired target architecture without changing the set of functional requirements of t...
Lian Wen, R. Geoff Dromey
JMLR
2008
79views more  JMLR 2008»
13 years 10 months ago
Manifold Learning: The Price of Normalization
We analyze the performance of a class of manifold-learning algorithms that find their output by minimizing a quadratic form under some normalization constraints. This class consis...
Yair Goldberg, Alon Zakai, Dan Kushnir, Yaacov Rit...
NECO
2008
60views more  NECO 2008»
13 years 9 months ago
Sleeping Our Way to Weight Normalization and Stable Learning
The functions of sleep have been an enduring mystery. Recently, Tononi and Cirelli hypothesized that one of the functions of slow-wave sleep is to scale down synapses in the corte...
Thomas J. Sullivan, Virginia R. de Sa
ICASSP
2008
IEEE
14 years 4 months ago
Irrelevant variability normalization based HMM training using map estimation of feature transforms for robust speech recognition
In the past several years, we’ve been studying feature transformation (FT) approaches to robust automatic speech recognition (ASR) which can compensate for possible “distortio...
Donglai Zhu, Qiang Huo
CVPR
2011
IEEE
13 years 5 months ago
Blind Deconvolution Using A Normalized Sparsity Measure
Blind image deconvolution is an ill-posed problem that requires regularization to solve. However, many common forms of image prior used in this setting have a major drawback in th...
Dilip Krishnan, Rob Fergus