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Jun Wei

Shenzhen University

3688 Nanhai Road, Nanshan District

Shenzhen, 518060

China

  • Shenzhen University

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MedDATP: Adapting CLIP for Few-shot Medical Image Classification via Domain Adapter and Task Prompts

Number of pages: 14 Posted: 23 Sep 2025
Zixun Zhang, Yuncheng Jiang, Jun Wei, Huafu Zhu, Shuguang Cui, Tao Luo and Zhen Li
affiliation not provided to SSRN, affiliation not provided to SSRN, Shenzhen University, Agency for Science, Technology and Research (A*STAR) - Institute of High Performance Computing, affiliation not provided to SSRN, Agency for Science, Technology and Research (A*STAR) - Institute of High Performance Computing and affiliation not provided to SSRN
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Abstract:

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Medical Image Classification, Few-shot learning, CLIP Adaption, prompt tuning, parameter-efficient fine-tuning