1443 search results - page 201 / 289 » Learning Generative Models via Discriminative Approaches |
MM
2010
ACM
13 years 9 months ago
2010
ACM
This paper presents an interactive image segmentation framework which is ultra-fast and accurate. Our framework, termed "CO3", consists of three components: COupled repr...
JMLR
2012
11 years 11 months ago
2012
One approach to modeling structured discrete data is to describe the probability of states via an energy function and Gibbs distribution. A recurring difficulty in these models is...
IJCV
2007
13 years 9 months ago
2007
In this paper, we study face hallucination, or synthesizing a high-resolution face image from an input low-resolution image, with the help of a large collection of other high-reso...
PKDD
2010
Springer
13 years 7 months ago
2010
Springer
One of the major strengths of probabilistic topic modeling is the ability to reveal hidden relations via the analysis of co-occurrence patterns on dyadic observations, such as docu...
ISBI
2011
IEEE
13 years 22 days ago
2011
IEEE
While basic principles of microtubule organization are well understood, much remains to be learned about the extent and significance of variation in that organization among cell t...