Multi-granularity knowledge distillation and prototype consistency regularization for class-incremental learning
Yanyan Shi, Dianxi Shi, Ziteng Qiao, Zhen Wang, Yi Zhang, Shaowu Yang, Chunping Qiu, Chunping Qiu
Topics & Concepts
ForgettingComputer scienceGranularityMachine learningArtificial intelligenceRegularization (linguistics)Boosting (machine learning)Consistency (knowledge bases)Robustness (evolution)Generative grammarArtificial neural networkDistillationOrganic chemistryGenePhilosophyChemistryBiochemistryLinguisticsOperating systemDomain Adaptation and Few-Shot LearningMultimodal Machine Learning ApplicationsCOVID-19 diagnosis using AI