530 search results - page 26 / 106 » An Introduction to Transfer Learning |
103
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ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
Link prediction is a key technique in many applications such as recommender systems, where potential links between users and items need to be predicted. A challenge in link predic...
86
Voted
ICIP
2008
IEEE
2008
IEEE
An automatic method to learn and transfer the photometric appearance of partially overlapping images
15 years 7 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...
99
Voted
ECCV
2010
Springer
15 years 1 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...
118
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CVPR
2008
IEEE
16 years 2 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...
100
Voted
PKDD
2009
Springer
15 years 7 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...