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» Warped Gaussian Processes
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183
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CCECE
2011
IEEE
14 years 23 days ago
A simulator for local anodic oxidation of silicon surfaces
Models for the local anodic oxidation of silicon using scanning tunneling microscopy and non-contact atomic force microscopy are implemented in a generic process simulator, using ...
Lado Filipovic, Hajdin Ceric, Johann Cervenka, Sie...
114
Voted
ICPR
2010
IEEE
15 years 4 months ago
CDP Mixture Models for Data Clustering
—In Dirichlet process (DP) mixture models, the number of components is implicitly determined by the sampling parameters of Dirichlet process. However, this kind of models usually...
Yangfeng Ji, Tong Lin, Hongbin Zha
128
Voted
ICCV
2011
IEEE
14 years 24 days ago
From Learning Models of Natural Image Patches to Whole Image Restoration
Learning good image priors is of utmost importance for the study of vision, computer vision and image processing applications. Learning priors and optimizing over whole images can...
Daniel Zoran, Yair Weiss
ICCV
2007
IEEE
16 years 8 months ago
 A Component Based Deformable Model for Generalized Face Alignment
This paper presents a component based deformable model for generalized face alignment, in which a novel bistage statistical framework is proposed to account for both local and g...
Yuchi Huang, Qingshan Liu, Dimitris Metaxas
87
Voted
ICML
2000
IEEE
16 years 1 months ago
A Nonparametric Approach to Noisy and Costly Optimization
This paper describes Pairwise Bisection: a nonparametric approach to optimizing a noisy function with few function evaluations. The algorithm uses nonparametric reasoning about si...
Brigham S. Anderson, Andrew W. Moore, David Cohn