801 search results - page 55 / 161 » The Inefficiency of Batch Training for Large Training Sets |
ICASSP
2011
IEEE
13 years 17 days ago
2011
IEEE
This paper introduces a discriminative extension to whole-word point process modeling techniques. Meant to circumvent the strong independence assumptions of their generative prede...
CVPR
2012
IEEE
11 years 11 months ago
2012
IEEE
State-of-the-art methods for human detection and pose estimation require many training samples for best performance. While large, manually collected datasets exist, the captured v...
ICASSP
2008
IEEE
14 years 3 months ago
2008
IEEE
A variant of the k-nearest neighbor algorithm is proposed for image interpolation. Instead of using a static volume or static k, the proposed algorithm determines a dynamic k that...
ICRA
2008
IEEE
14 years 3 months ago
2008
IEEE
— Integrating information coming from different sensors is a fundamental capability for autonomous robots. For complex tasks like topological localization, it would be desirable ...
ICDM
2006
IEEE
14 years 2 months ago
2006
IEEE
This paper proposes a general boosting framework for combining multiple kernel models in the context of both classification and regression problems. Our main approach is built on...