1746 search results - page 48 / 350 » Hierarchical Unsupervised Learning |
120
Voted
ICRA
2009
IEEE
15 years 9 months ago
2009
IEEE
— We present an algorithm for learning 3D object models from partial object observations. The input to our algorithm is a sequence of 3D laser range scans. Models learned from th...
145
Voted
CVPR
2004
IEEE
16 years 4 months ago
2004
IEEE
Object detection with a learned classifier has been applied successfully to difficult tasks such as detecting faces and pedestrians. Systems using this approach usually learn the ...
130
Voted
ICCV
2003
IEEE
16 years 4 months ago
2003
IEEE
Learning visual models of object categories notoriously requires thousands of training examples; this is due to the diversity and richness of object appearance which requires mode...
124
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ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
Proportional data (normalized histograms) have been frequently occurring in various areas, and they could be mathematically abstracted as points residing in a geometric simplex. A...
96
Voted
ICML
2010
IEEE
15 years 3 months ago
2010
IEEE
For centuries, scholars have explored the deep links among human languages. In this paper, we present a class of probabilistic models that use these links as a form of naturally o...