Dynamic Adapter Tuning for Long-Tailed Class-Incremental Learning

Yanan Gu,Muli Yang,Xu Yang,Kun Wei, Hongyuan Zhu, Gabriel James Goenawan,Cheng Deng

IEEE/CVF Winter Conference on Applications of Computer Vision（2025）

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关键词

Class-incremental Learning,Superior Performance,Dynamic Mechanism,Data Streams,Learning Issues,Foundation Model,Long-tailed Distribution,Catastrophic Forgetting,Imbalanced Learning,Poor Performance,Objective Function,Classification Performance,Selection Strategy,Average Accuracy,Test Phase,Cross-entropy Loss,Representation Learning,Layer Model,Incremental Learning,Loss Of Balance,Medium Classes,Distillation Loss,Clustering Accuracy,Previous Tasks,Frequent Class

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