136 search results - page 7 / 28 » A Framework for Machine Learning with Ambiguous Objects |
142
Voted
CVPR
2009
IEEE
16 years 10 months ago
2009
IEEE
In this paper we present a method for learning classspecific
features for recognition. Recently a greedy layerwise
procedure was proposed to initialize weights of deep
belief ne...
106
Voted
WACV
2008
IEEE
15 years 9 months ago
2008
IEEE
Visual object tracking can be considered as a figure-ground classification task. In this paper, different features are used to generate a set of likelihood maps for each pixel i...
105
Voted
TAL
2004
Springer
15 years 8 months ago
2004
Springer
This paper presents an algorithm to apply the smoothing techniques described in [1] to three different Machine Learning (ML) methods for Word Sense Disambiguation (WSD). The method...
132
Voted
ICPR
2010
IEEE
15 years 22 days ago
2010
IEEE
Although Support Vector Machines(SVM) succeed in classifying several image databases using image descriptors proposed in the literature, no single descriptor can be optimal for ge...
152
Voted
SEAL
2010
Springer
15 years 20 days ago
2010
Springer
Abstract. Mainstream surrogate approaches for multi-objective problems build one approximation for each objective. Mono-surrogate approaches instead aim at characterizing the Paret...