843 search results - page 2 / 169 » Learning aspect models with partially labeled data |
108
Voted
DATAMINE
2006
15 years 23 days ago
2006
Clustering with partial supervision finds its application in situations where data is neither entirely nor accurately labeled. This paper discusses a semisupervised clustering algo...
108
Voted
CVPR
2007
IEEE
16 years 2 months ago
2007
IEEE
Considerable advances have been made in learning to recognize and localize visual object classes. Simple bag-offeature approaches label each pixel or patch independently. More adv...
79
Voted
SIGIR
2008
ACM
15 years 20 days ago
2008
ACM
119
click to vote
ICML
2005
IEEE
16 years 1 months ago
2005
IEEE
We introduce a Bayesian model, BayesANIL, that is capable of estimating uncertainties associated with the labeling process. Given a labeled or partially labeled training corpus of...
106
Voted
BMVC
2010
14 years 10 months ago
2010
We propose a novel directed graphical model for label propagation in lengthy and complex video sequences. Given hand-labelled start and end frames of a video sequence, a variation...