2363 search results - page 297 / 473 » Learning Algorithms for Domain Adaptation |
102
Voted
PKDD
2009
Springer
15 years 7 months ago
2009
Springer
A serious drawback of kernel methods, and Support Vector Machines (SVM) in particular, is the difficulty in choosing a suitable kernel function for a given dataset. One of the appr...
109
click to vote
ICPR
2008
IEEE
15 years 7 months ago
2008
IEEE
Visual dictionaries are widely employed in object recognition to map unordered bags of local region descriptors into feature vectors for image classification. Most visual dictiona...
95
Voted
ATAL
2006
Springer
15 years 4 months ago
2006
Springer
We study the effects of various emergent topologies of interaction on the rate of language convergence in a population of communicating agents. The agents generate, parse, and lea...
115
Voted
CLEIEJ
2008
15 years 21 days ago
2008
This paper presents a learning-based approach to segment postal address blocks where the learning step uses only one pair of images (a sample image and its ideal segmented solutio...
123
Voted
MM
2006
ACM
15 years 6 months ago
2006
ACM
In many image retrieval applications, the mapping between highlevel semantic concept and low-level features is obtained through a learning process. Traditional approaches often as...