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200
Voted
GEOINFORMATICA
2011
14 years 9 months ago
2011
118
Voted
ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
We consider the problem of multiclass classification where both labeled and unlabeled data points are given. We introduce and demonstrate a new approach for estimating a distribut...
111
Voted
ICML
2004
IEEE
16 years 3 months ago
2004
IEEE
Many real-world classification tasks involve the prediction of multiple, inter-dependent class labels. A prototypical case of this sort deals with prediction of a sequence of labe...
116
Voted
ICCV
2003
IEEE
16 years 4 months ago
2003
IEEE
This paper discusses building complex classifiers from a single labeled example and vast number of unlabeled observation sets, each derived from observation of a single process or...
114
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ACCV
2010
Springer
14 years 9 months ago
2010
Springer
This paper presents a novel approach for labeling objects based on multiple spatially-registered images of a scene. We argue that such a multi-view labeling approach is a better fi...