702 search results - page 57 / 141 » Learning Probabilistic Models of Relational Structure |
101
Voted
JMLR
2010
14 years 7 months ago
2010
Deep belief nets have been successful in modeling handwritten characters, but it has proved more difficult to apply them to real images. The problem lies in the restricted Boltzma...
165
Voted
CVPR
2012
IEEE
13 years 3 months ago
2012
IEEE
In this paper we introduce Structured Local Predictors (SLP) – A new formulation that considers the image labelling problem from a structured learning point of view. SLP are loc...
73
Voted
ICDM
2008
IEEE
15 years 7 months ago
2008
IEEE
The task of aligning sequences arises in many applications. Classical dynamic programming approaches require the explicit state enumeration in the reward model. This is often impr...
100
Voted
ISBI
2007
IEEE
15 years 6 months ago
2007
IEEE
In this paper, multi-modal Magnetic Resonance (MR) images are integrated into a tissue profile that aims at differentiating tumor components, edema and normal tissue. This is achi...
91
Voted
NIPS
2004
15 years 1 months ago
2004
Protein interactions typically arise from a physical interaction of one or more small sites on the surface of the two proteins. Identifying these sites is very important for drug ...