540 search results - page 25 / 108 » Graph-based transfer learning |
CVPR
2010
IEEE
15 years 6 months ago
2010
IEEE
Learning object categories from small samples is a challenging problem, where machine learning tools can in general provide very few guarantees. Exploiting prior knowledge may be ...
GECCO
2004
Springer
15 years 3 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 ...
ICML
2010
IEEE
14 years 11 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...
ICIP
2008
IEEE
2008
IEEE
An automatic method to learn and transfer the photometric appearance of partially overlapping images
15 years 4 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...
ECCV
2010
Springer
14 years 11 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...