1837 search results - page 203 / 368 » Learning From Ambiguous Examples |
160
click to vote
CVPR
2005
IEEE
16 years 8 months ago
2005
IEEE
We develop a framework for learning generic, expressive image priors that capture the statistics of natural scenes and can be used for a variety of machine vision tasks. The appro...
160
click to vote
ACCV
1998
Springer
15 years 10 months ago
1998
Springer
This paper isconcerned with learning the canonical gray scalestructure of the images of a classof objects. Structure is defined in terms of the geometry and layout of salientimage...
149
click to vote
JMLR
2010
15 years 1 months ago
2010
Given several related learning tasks, we propose a nonparametric Bayesian model that captures task relatedness by assuming that the task parameters (i.e., predictors) share a late...
159
click to vote
CVPR
2004
IEEE
16 years 8 months ago
2004
IEEE
We propose methods for outlier handling and noise reduction using weighted local linear smoothing for a set of noisy points sampled from a nonlinear manifold. The methods can be u...
156
click to vote
ICML
2007
IEEE
16 years 7 months ago
2007
IEEE
We consider spectral clustering and transductive inference for data with multiple views. A typical example is the web, which can be described by either the hyperlinks between web ...