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AUTHOR = "Xiong, F.Y. and Yuan, Z.Q. and Wu, X. and Xu, C.S.",
TITLE = "Class-Specific Knowledge-Guided Multimodal Prompt Tuning for Few-Shot
Class-Incremental Learning",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "763-776",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617clincle7.html#TT147973"}
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TITLE = "Controllable Relation Disentanglement for Few-Shot Class-Incremental
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JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
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MONTH = "February",
PAGES = "1587-1600",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617clincle7.html#TT147974"}
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AUTHOR = "Yang, Y.B. and Qu, J.H. and Dong, W.Q. and Huang, L. and Li, Y.S.",
TITLE = "Prototype-Based Meta-Prompt Tuning: Toward Rehearsal-Free Few-Shot
Class-Incremental Learning for Multimodal Remote Sensing Image",
JOURNAL = IP,
VOLUME = "35",
YEAR = "2026",
PAGES = "434-448",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617clincle7.html#TT147975"}
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AUTHOR = "Fu, Z.H. and Zhang, Z.Q. and Liao, S.P. and Huang, Z.Y. and Chen, Z. and Shen, T.Y.",
TITLE = "PSR: Proactive soft-orthogonal regulation for long-tailed
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TITLE = "A Memory-Efficient Class-Incremental Learning Framework for Remote
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JOURNAL = RS,
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AUTHOR = "Gao, Z.J. and Xu, K. and Zhang, X.X. and Zhuang, H.P. and Wan, T.J. and Ding, B. and Mao, X.J. and Wang, H.",
TITLE = "Rethinking Obscured Sub-Optimality in Analytic Learning for
Exemplar-Free Class-Incremental Learning",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "4",
MONTH = "April",
PAGES = "4287-4301",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617clincle7.html#TT147978"}
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AUTHOR = "Chen, B.Z. and Chen, Z.M. and Cai, S. and Fang, X.Z. and Bennamoun, M. and Xie, S.L.",
TITLE = "Toward Bidirectional Adaptability for Few-Shot Class-Incremental
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JOURNAL = MultMed,
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YEAR = "2026",
PAGES = "2337-2351",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617clincle7.html#TT147979"}
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AUTHOR = "Zhang, H. and Lyu, F. and Fan, S.H. and Zheng, Y.J. and Wang, D.W.",
TITLE = "Constructing Enhanced Mutual Information for Online Class-Incremental
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JOURNAL = MultMed,
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A Unified Framework for OCIL",
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Class-Incremental Learning on Multisource Remote Sensing Images",
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TITLE = "Debiased Hypernetworks Are Generative Class-Incremental Learners",
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