Improving metric-based few-shot learning with dynamically scaled softmax loss
Yu Zhang, Xin Zuo, Xuxu Zheng, Xiaoyong Gao, Bo Wang, Weiming Hu
Topics & Concepts
Softmax functionComputer scienceMetric (unit)Artificial intelligenceHinge lossBenchmark (surveying)Machine learningGeneralizability theoryFeature (linguistics)Function (biology)Similarity (geometry)Pattern recognition (psychology)Artificial neural networkMathematicsImage (mathematics)Support vector machineStatisticsGeographyBiologyEvolutionary biologyEconomicsOperations managementLinguisticsGeodesyPhilosophyDomain Adaptation and Few-Shot LearningSparse and Compressive Sensing TechniquesMachine Learning and ELM