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» Active Learning with Statistical Models
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127
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CVPR
2010
IEEE
15 years 11 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
95
Voted
PAMI
2000
105views more  PAMI 2000»
15 years 2 months ago
An Adaptive-Focus Deformable Model Using Statistical and Geometric Information
Dinggang Shen, Christos Davatzikos
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...
ICIP
2003
IEEE
16 years 4 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 ...