Talisman: Targeted Active Learning for Object Detection with Rare Classes and Slices Using Submodular Mutual Information
Suraj Kothawade, Saikat Ghosh, Sumit Shekhar, Xiang Yu, Rishabh Iyer
Topics & Concepts
Computer scienceSubmodular set functionPascal (unit)Artificial intelligenceApproxRangingCode (set theory)Mutual informationObject detectionDeep learningObject (grammar)Deep neural networksMachine learningPattern recognition (psychology)Set (abstract data type)MathematicsProgramming languageOperating systemTelecommunicationsCombinatoricsAdvanced Neural Network ApplicationsMachine Learning and AlgorithmsDomain Adaptation and Few-Shot Learning