AAAI
2012
12 years 1 months ago
2012
In this paper, we propose a semi-supervised kernel matching method to address domain adaptation problems where the source distribution substantially differs from the target distri...
PR
2011
13 years 2 months ago
2011
One of the main shortcomings of Markov chain Monte Carlo samplers is their inability to mix between modes of the target distribution. In this paper we show that advance knowledge ...
ICASSP
2010
IEEE
13 years 11 months ago
2010
IEEE
Mismatch between training and test conditions deteriorates the performance of speech recognizers. This paper investigates the combination of parametric histogram equalization (pHE...
NIPS
2008
14 years 26 days ago
2008
We address the problem of learning classifiers for several related tasks that may differ in their joint distribution of input and output variables. For each task, small
FCCM
2006
IEEE
14 years 3 months ago
2006
IEEE
This paper presents a technique for efficiently generating random numbers from a given probability distribution. This is achieved by using a generic hardware architecture, which t...
IROS
2009
IEEE
14 years 6 months ago
2009
IEEE
Abstract— Particle Filters have been widely used as a powerful optimization tool for nonlinear, non-Gaussian dynamic models such as Simultaneous Localization and Mapping (SLAM) a...
ICIP
2006
IEEE
15 years 1 months ago
2006
IEEE
In this paper, a novel method to extend the grayscale histogram equalization (GHE) for color images in a multidimension is proposed. Unlike most current techniques, the proposed m...