252 search results - page 3 / 51 » SUSTAIN: A Model of Human Category Learning |
ICONFERENCE
2011
14 years 1 months ago
2011
An annotator’s classification of a text not only tells us something about the intent of the text’s author, it also tells us something about the annotator’s standpoint. To un...
NIPS
2004
14 years 11 months ago
2004
We introduce a novel active-learning scenario in which a user wants to work with a learning algorithm to identify useful anomalies. These are distinguished from the traditional st...
93
Voted
CVPR
2000
IEEE
16 years 6 days ago
2000
IEEE
We propose a method to learn heterogeneous models of object classes for visual recognition. The training images contain a preponderance of clutter and learning is unsupervised. Ou...
84
Voted
CVPR
2005
IEEE
16 years 6 days ago
2005
IEEE
Training datasets for learning of object categories are often contaminated or imperfect. We explore an approach to automatically identify examples that are noisy or troublesome fo...
IJCNN
2007
IEEE
15 years 4 months ago
2007
IEEE
— Category Ranking is a variant of the multi-label classification problem, in which, rather than performing a (hard) assignment to an object of categories from a predefined set...