Sciweavers

2369 search results - page 3 / 474
» Active Learning with Confidence
Sort
View
123
Voted
ECCV
2006
Springer
15 years 4 months ago
Learning Semantic Scene Models by Trajectory Analysis
Abstract. In this paper, we describe an unsupervised learning framework to segment a scene into semantic regions and to build semantic scene models from longterm observations of mo...
Xiaogang Wang, Kinh Tieu, Eric Grimson
89
Voted
ICML
2010
IEEE
15 years 1 months ago
Active Risk Estimation
We address the problem of evaluating the risk of a given model accurately at minimal labeling costs. This problem occurs in situations in which risk estimates cannot be obtained f...
Christoph Sawade, Niels Landwehr, Steffen Bickel, ...
106
Voted
COLT
2000
Springer
15 years 5 months ago
Adaptive and Self-Confident On-Line Learning Algorithms
Peter Auer, Claudio Gentile
106
Voted
FGR
2008
IEEE
164views Biometrics» more  FGR 2008»
15 years 24 days ago
Confidence assessment on eyelid and eyebrow expression recognition
In this paper, we address the recognition of subtle facial expressions by reasoning on the classification confidence. Psychological evidences have determined that eyelids and eyeb...
Javier Orozco, Ognjen Rudovic, F. Xavier Roca, Jor...