15120 search results - page 48 / 3024 » Learning with Local Models |
136
click to vote
ECCV
2008
Springer
15 years 4 months ago
2008
Springer
We present a novel method for unsupervised classification, including the discovery of a new category and precise object and part localization. Given a set of unlabelled images, som...
107
click to vote
IJCV
2008
15 years 2 months ago
2008
We present a new data set encoding localized semantics for 1014 images and a methodology for using this kind of data for recognition evaluation. This methodology establishes protoc...
102
click to vote
ICPR
2008
IEEE
15 years 8 months ago
2008
IEEE
Ensemble learning is a variational Bayesian method in which an intractable distribution is approximated by a lower-bound. Ensemble learning results in models with better generaliz...
111
click to vote
ICML
2010
IEEE
15 years 3 months ago
2010
IEEE
When modeling high-dimensional richly structured data, it is often the case that the distribution defined by the Deep Boltzmann Machine (DBM) has a rough energy landscape with man...
116
click to vote
ICML
2010
IEEE
15 years 3 months ago
2010
IEEE
This paper introduces two new methods for label ranking based on a probabilistic model of ranking data, called the Plackett-Luce model. The idea of the first method is to use the ...