1427 search results - page 118 / 286 » Learning with Annotation Noise |
135
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CVPR
2009
IEEE
16 years 11 months ago
2009
IEEE
Many perception and multimedia indexing problems involve datasets that are naturally comprised of multiple streams or modalities for which supervised training data is only sparsely...
133
Voted
ICIP
2006
IEEE
16 years 5 months ago
2006
IEEE
This paper presents a statistical learning-based solution to the camera calibration problem in which the Support Vector Machines (SVM) are used for the estimation of the projectio...
118
Voted
ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
We propose a method that detects the true direction of time series, by fitting an autoregressive moving average model to the data. Whenever the noise is independent of the previou...
112
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JMLR
2002
15 years 3 months ago
2002
Shallow parsers are usually assumed to be trained on noise-free material, drawn from the same distribution as the testing material. However, when either the training set is noisy ...
140
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ICDM
2005
IEEE
15 years 9 months ago
2005
IEEE
In practice, learning from data is often hampered by the limited training examples. In this paper, as the size of training data varies, we empirically investigate several probabil...