1131 search results - page 83 / 227 » Generalization Improvement in Multi-Objective Learning |
CRV
2006
IEEE
15 years 6 months ago
2006
IEEE
In this paper we make use of the idea that a robot can autonomously discover objects and learn their appearances by poking and prodding at interesting parts of a scene. In order t...
MM
2006
ACM
15 years 6 months ago
2006
ACM
Conventional image categorization techniques primarily rely on low-level visual cues. In this paper, we describe a multimodal fusion scheme which improves the image classification...
82
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ICCV
2005
IEEE
15 years 6 months ago
2005
IEEE
This paper addresses one of the fundamental problems encountered in performance prediction for object recognition. In particular we address the problems related to estimation of s...
108
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GECCO
2005
Springer
15 years 6 months ago
2005
Springer
This paper presents a novel approach of applying both positive selection and negative selection to supervised learning for anomaly detection. It first learns the patterns of the n...
111
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COLT
2006
Springer
15 years 4 months ago
2006
Springer
We propose a sequential randomized algorithm, which at each step concentrates on functions having both low risk and low variance with respect to the previous step prediction functi...