9719 search results - page 114 / 1944 » Inference for Multiplicative Models |
211
Voted
ICCV
2011
IEEE
14 years 24 days ago
2011
IEEE
We present a hierarchical model that learns image decompositions via alternating layers of convolutional sparse coding and max pooling. When trained on natural images, the layers ...
105
click to vote
ECCV
2010
Springer
15 years 6 months ago
2010
Springer
Abstract. Markov and Conditional random fields (CRFs) used in computer vision typically model only local interactions between variables, as this is computationally tractable. In t...
109
click to vote
AAAI
2010
15 years 2 months ago
2010
Lifting can greatly reduce the cost of inference on firstorder probabilistic graphical models, but constructing the lifted network can itself be quite costly. In online applicatio...
125
Voted
KDD
2009
ACM
16 years 1 months ago
2009
ACM
Social media such as blogs, Facebook, Flickr, etc., presents data in a network format rather than classical IID distribution. To address the interdependency among data instances, ...
124
click to vote
ICTAI
2007
IEEE
15 years 7 months ago
2007
IEEE
We review a method of generating logical rules, or axioms, from empirical data. This method, using closed set properties of formal concept analysis, has been previously described ...