4660 search results - page 192 / 932 » Learning from imperfect data |
139
click to vote
NIPS
2003
15 years 6 months ago
2003
What happens to the optimal interpretation of noisy data when there exists more than one equally plausible interpretation of the data? In a Bayesian model-learning framework the a...
221
click to vote
Publication
We present a data-driven, unsupervised method for unusual
scene detection from static webcams. Such time-lapse
data is usually captured with very low or varying framerate.
This ...
149
Voted
DCG
2008
15 years 4 months ago
2008
Recently there has been a lot of interest in geometrically motivated approaches to data analysis in high dimensional spaces. We consider the case where data is drawn from sampling...
157
click to vote
SEMWEB
2009
Springer
15 years 11 months ago
2009
Springer
Abstract. The work on integrating sources and services in the Semantic Web assumes that the data is either already represented in RDF or OWL or is available through a Semantic Web ...
167
click to vote
CVPR
2011
IEEE
15 years 22 days ago
2011
IEEE
The goal of object category discovery is to automatically identify groups of image regions which belong to some new, previously unseen category. This task is typically performed i...