3411 search results - page 32 / 683 » Adaptive Transfer Learning |
106
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GECCO
2004
Springer
15 years 8 months ago
2004
Springer
Abstract. This paper introduces the notion of Run Transferable Libraries, a mechanism to pass knowledge acquired in one GP run to another. We demonstrate that a system using these ...
102
Voted
ICIP
2008
IEEE
2008
IEEE
An automatic method to learn and transfer the photometric appearance of partially overlapping images
15 years 9 months ago
The first major contribution of this paper is a robust method to learn the photometric mapping between the overlapping portions of two registered images acquired either under dif...
118
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ECCV
2010
Springer
15 years 3 months ago
2010
Springer
Abstract. We study the problem of multimodal dimensionality reduction assuming that data samples can be missing at training time, and not all data modalities may be present at appl...
137
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CVPR
2008
IEEE
16 years 4 months ago
2008
IEEE
To learn a new visual category from few examples, prior knowledge from unlabeled data as well as previous related categories may be useful. We develop a new method for transfer le...
120
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PKDD
2009
Springer
15 years 9 months ago
2009
Springer
Abstract. This paper presents a novel feature selection method for classification of high dimensional data, such as those produced by microarrays. It includes a partial supervisio...