843 search results - page 30 / 169 » Learning aspect models with partially labeled data |
107
Voted
ICDM
2008
IEEE
15 years 7 months ago
2008
IEEE
We present a multiple-instance regression algorithm that models internal bag structure to identify the items most relevant to the bag labels. Multiple-instance regression (MIR) op...
117
Voted
FLAIRS
2004
15 years 2 months ago
2004
Using unlabeled data to help supervised learning has become an increasingly attractive methodology and proven to be effective in many applications. This paper applies semi-supervi...
106
Voted
KDD
2007
ACM
16 years 1 months ago
2007
ACM
Typical approaches to multi-label classification problem require learning an independent classifier for every label from all the examples and features. This can become a computati...
148
Voted
CVPR
2008
IEEE
16 years 3 months ago
2008
IEEE
Spectral clustering and eigenvector-based methods have become increasingly popular in segmentation and recognition. Although the choice of the pairwise similarity metric (or affin...
145
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CVPR
2009
IEEE
16 years 8 months ago
2009
IEEE
We present a novel method for modeling dynamic visual
phenomena, which consists of two key aspects. First, the in-
tegral motion of constituent elements in a dynamic scene is
ca...