LPT: Long-tailed prompt tuning for image classification

For long-tailed classification tasks, most works often pretrain a big model on a large-scale (unlabeled) dataset, and then fine-tune the whole pretrained model for adapting to long-tailed data. Though promising, fine-tuning the whole pretrained model tends to suffer from high cost in computation and...

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Bibliographic Details
Main Authors: DONG, Bowen, ZHOU, Pan, YAN, Shuicheng, ZUO, Wangmeng
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2023
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Online Access:https://ink.library.smu.edu.sg/sis_research/8982
https://ink.library.smu.edu.sg/context/sis_research/article/9985/viewcontent/2023_ICLR_LPT__1_.pdf
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Institution: Singapore Management University
Language: English
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