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Knowledge is Power: Advancing Few-shot Action Recognition with Multimodal Semantics from MLLMs

Crossref DOI link: https://doi.org/10.1007/s11263-026-02895-z

Published Online: 2026-05-27

Published Print: 2026-06

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Xing, Jiazheng https://orcid.org/0000-0001-7280-249X
Xu, Chao

Yuan, Hangjie

Wang, Mengmeng

Dan, Jun

Qian, Hangwei

Liu, Yong
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Text and Data Mining valid from 2026-05-27

Version of Record valid from 2026-05-27
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Article History

Received: 22 September 2025

Accepted: 13 May 2026

First Online: 27 May 2026