Learning Prompt with Distribution-Based Feature Replay for Few-Shot Class-Incremental Learning

Few-shot Class-Incremental Learning (FSCIL) aims to continuously learn new classes based on very limited training data without forgetting the old ones encountered. Existing studies solely relied on pure visual networks, while in this paper we solved FSCIL by leveraging the Vision-Language model (e.g...

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Hauptverfasser: Huang, Zitong, Chen, Ze, Chen, Zhixing, Zhou, Erjin, Xu, Xinxing, Goh, Rick Siow Mong, Liu, Yong, Zuo, Wangmeng, Feng, Chunmei
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Sprache:eng
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