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» Active Learning with Statistical Models
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JISE
2007
71views more  JISE 2007»
15 years 1 months ago
Effective Learning Model and Activate Learning Algorithm for Improving Learning Efficiency
Shih-Jung Peng, Pi-Feng Liang, Deng-Jyi Chen
CVPR
2010
IEEE
15 years 10 months ago
Beyond Active Noun Tagging: Modeling Contextual Interactions for Multi-Class Active Learning
We present an active learning framework to simultaneously learn appearance and contextual models for scene understanding tasks (multi-class classification). Existing multi-class a...
Behjat Siddiquie, Abhinav Gupta
111
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NIPS
2008
15 years 3 months ago
Human Active Learning
We investigate a topic at the interface of machine learning and cognitive science. Human active learning, where learners can actively query the world for information, is contraste...
Rui M. Castro, Charles Kalish, Robert Nowak, Ruich...
106
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ICIP
2003
IEEE
16 years 3 months ago
Incorporating complex statistical information in active contour-based image segmentation
We propose an information-theoretic method for multi-phase image segmentation, in an active contour-based framework. Our approach is based on nonparametric density estimates, and ...
Alan S. Willsky, Anthony J. Yezzi, John W. Fisher ...