299 search results - page 29 / 60 » Multiple kernel learning and feature space denoising |
153
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DIS
2007
Springer
15 years 9 months ago
2007
Springer
We describe a technique for comparing distributions without the need for density estimation as an intermediate step. Our approach relies on mapping the distributions into a reprodu...
129
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ICCV
2009
IEEE
16 years 8 months ago
2009
IEEE
A key ingredient in the design of visual object classification
systems is the identification of relevant class specific
aspects while being robust to intra-class variations. Whil...
171
Voted
CVPR
2011
IEEE
14 years 11 months ago
2011
IEEE
In real-world applications, “what you saw” during training is often not “what you get” during deployment: the distribution and even the type and dimensionality of features...
137
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ICMCS
2006
IEEE
15 years 9 months ago
2006
IEEE
It is well-known that supervised learning techniques such as linear discriminant analysis (LDA) often suffer from the so called small sample size problem when apply to solve face ...
175
Voted
ICMLA
2010
15 years 1 months ago
2010
Abstract--In this paper we propose a probabilistic classification algorithm with a novel Dynamic Time Warping (DTW) kernel to automatically recognize flight calls of different spec...