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JOURNAL = SPLetters,
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JOURNAL = CirSysVideo,
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PAGES = "8614-8626",
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TITLE = "Vision-Language Adaptive Clustering and Meta-Adaptation for
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JOURNAL = CirSysVideo,
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MONTH = "September",
PAGES = "9246-9260",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742zs2.html#TT211755"}
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YEAR = "2025",
PAGES = "6593-6605",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742zs2.html#TT211756"}
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AUTHOR = "Wanyan, Y.Y. and Yang, X.S. and Dong, W.M. and Xu, C.S.",
TITLE = "A Comprehensive Review of Few-Shot Action Recognition",
JOURNAL = IJCV,
VOLUME = "133",
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PAGES = "6832-6859",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742zs2.html#TT211757"}
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AUTHOR = "Peng, F. and Yang, X.S. and Wang, Y.W. and Xu, C.S.",
TITLE = "Progressive Learning of Instance-Level Proxy Semantics for Few-Shot
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PAGES = "853-864",
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AUTHOR = "Wang, W. and Li, Q.Z.",
TITLE = "Deep Learning Model With Fine-Tuning for Generalized Few-Shot
Activity Recognition",
JOURNAL = HMS,
VOLUME = "55",
YEAR = "2025",
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PAGES = "940-952",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742zs2.html#TT211759"}
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TITLE = "Temporal Consistency and Variation-Guided Spatio-Temporal Aggregation
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JOURNAL = CirSysVideo,
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PAGES = "3513-3526",
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TITLE = "Vision-Language Enhancement Network Based on Decoupling-Joint
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TITLE = "Momentum Centroid Alignment With Temporal-Relational Disentanglement
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PAGES = "4814-4826",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742zs2.html#TT211762"}
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TITLE = "DPCA-Net: Dual-Prototype Consistency Alignment Network for Robust
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TITLE = "Few-Shot Action Recognition via Intra- and Inter-Video Information
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