Consistency-Based Semi-supervised Active Learning: Towards Minimizing Labeling Cost
Mingfei Gao, Zizhao Zhang, Guo Yu, Sercan Ö. Arık, Larry S. Davis, Tomas Pfister
Topics & Concepts
Computer scienceConsistency (knowledge bases)Machine learningExploitArtificial intelligenceSemi-supervised learningSelection (genetic algorithm)Labeled dataMetric (unit)Sample (material)Training setActive learning (machine learning)Point (geometry)Data miningPattern recognition (psychology)MathematicsEngineeringChemistryComputer securityGeometryOperations managementChromatographyMachine Learning and AlgorithmsDomain Adaptation and Few-Shot LearningMachine Learning and Data Classification