272 search results - page 34 / 55 » Unsupervised Learning of Hierarchical Spatial Structures In ... |
161
Voted
PAMI
2011
14 years 9 months ago
2011
—Inferring latent structures from observations helps to model and possibly also understand underlying data generating processes. A rich class of latent structures are the latent ...
132
Voted
AGI
2011
14 years 6 months ago
2011
Abstract. A novel approach to create a general vision system is presented. The proposed method is based on a visual grammar representation which is transformed to a Bayesian networ...
177
Voted
PAMI
2012
13 years 5 months ago
2012
— Language and image understanding are two major goals of artificial intelligence which can both be conceptually formulated in terms of parsing the input signal into a hierarchi...
133
Voted
CVPR
2009
IEEE
16 years 10 months ago
2009
IEEE
This paper presents a nonparametric approach to labeling
of local image regions that is inspired by recent developments
in information-theoretic denoising. The chief novelty
of ...
118
Voted
CORR
2010
Springer
15 years 2 months ago
2010
Springer
We consider a class of learning problems that involve a structured sparsityinducing norm defined as the sum of -norms over groups of variables. Whereas a lot of effort has been pu...