1364 search results - page 159 / 273 » Sampling Methods for Unsupervised Learning |
113
Voted
LREC
2010
15 years 4 months ago
2010
In the paper we investigate the impact of data size on a Word Sense Disambiguation task (WSD). We question the assumption that the knowledge acquisition bottleneck, which is known...
117
Voted
ACCV
2009
Springer
15 years 9 months ago
2009
Springer
This paper develops a supervised dimensionality reduction method, Lorentzian Discriminant Projection (LDP), for discriminant analysis and classification. Our method represents the...
144
Voted
EPIA
2009
Springer
15 years 6 months ago
2009
Springer
Abstract. Robots need to ground their external vocabulary and internal symbols in observations of the world. In recent works, this problem has been approached through combinations ...
139
Voted
NIPS
2000
15 years 3 months ago
2000
We describe a neurally-inspired, unsupervised learning algorithm that builds a non-linear generative model for pairs of face images from the same individual. Individuals are then ...
148
Voted
CVPR
2010
IEEE
15 years 2 months ago
2010
IEEE
We present a novel method for the discovery and statistical representation of motion patterns in a scene observed by a static camera. Related methods involving learning of pattern...