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Few-Shot Class-Incremental Learning via Entropy-Regularized Data-Free Replay

Huan Liu, Li Gu, Zhixiang Chi, Yang Wang, Yuanhao Yu, Jun Chen, Jin Tang

2022Lecture notes in computer science80 citationsDOI

Topics & Concepts

Computer scienceRegularization (linguistics)Entropy (arrow of time)Generator (circuit theory)DistillationMachine learningArtificial intelligenceCross entropyClass (philosophy)Principle of maximum entropyPhysicsQuantum mechanicsPower (physics)Organic chemistryChemistryDomain Adaptation and Few-Shot LearningMultimodal Machine Learning ApplicationsMachine Learning and ELM
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