Negative Margin Matters: Understanding Margin in Few-Shot Classification
Bin Liu, Yue Cao, Yutong Lin, Qi Li, Zheng Zhang, Mingsheng Long, Han Hu
Topics & Concepts
Margin (machine learning)Softmax functionMetric (unit)Computer scienceShot (pellet)Feature (linguistics)Artificial intelligencePattern recognition (psychology)One shotCode (set theory)Machine learningDeep learningPhilosophySet (abstract data type)EngineeringOperations managementProgramming languageLinguisticsOrganic chemistryEconomicsChemistryMechanical engineeringDomain Adaptation and Few-Shot LearningHuman Pose and Action RecognitionMachine Learning and Data Classification