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TITLE = "Semantic Knowledge Guided Class-Incremental Learning",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "10",
MONTH = "October",
PAGES = "5921-5931",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145528"}
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AUTHOR = "Hou, C.P. and Gu, S.L. and Xu, C. and Qian, Y.H.",
TITLE = "Incremental Learning for Simultaneous Augmentation of Feature and
Class",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "14789-14806",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145529"}
@article{bb149602,
AUTHOR = "Ni, H.T. and Gu, S.L. and Fan, R.D. and Hou, C.P.",
TITLE = "Feature incremental learning with causality",
JOURNAL = PR,
VOLUME = "146",
YEAR = "2024",
PAGES = "110033",
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AUTHOR = "Wei, K. and Yang, X. and Xu, Z. and Deng, C.",
TITLE = "Class-Incremental Unsupervised Domain Adaptation via Pseudo-Label
Distillation",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "1188-1198",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145531"}
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AUTHOR = "Yu, J.P. and Yang, M. and Wu, A. and Deng, C.",
TITLE = "Memory-Enhanced Confidence Calibration for Class-Incremental
Unsupervised Domain Adaptation",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "610-621",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145532"}
@article{bb149605,
AUTHOR = "Ur Rahman, M.E. and Ahmad, I.S.",
TITLE = "Quantitative analysis of transfer and incremental learning for image
classification",
JOURNAL = IJCVR,
VOLUME = "14",
YEAR = "2024",
NUMBER = "2",
PAGES = "202-212",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145533"}
@article{bb149606,
AUTHOR = "He, C. and Wang, R.P. and Shan, S.G. and Chen, X.L.",
TITLE = "Introspective GAN:
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JOURNAL = PR,
VOLUME = "151",
YEAR = "2024",
PAGES = "110383",
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AUTHOR = "Liu, C. and Wang, Y. and Li, D. and Wang, X.Z.",
TITLE = "Domain-incremental learning without forgetting based on random vector
functional link networks",
JOURNAL = PR,
VOLUME = "151",
YEAR = "2024",
PAGES = "110430",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145535"}
@article{bb149608,
AUTHOR = "Jiang, M. and Hu, L.Y. and Han, X. and Zhou, Y. and He, Z.Y.",
TITLE = "A randomized algorithm for clustering discrete sequences",
JOURNAL = PR,
VOLUME = "151",
YEAR = "2024",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145536"}
@article{bb149609,
AUTHOR = "Ma, B. and Cong, Y. and Ren, Y.",
TITLE = "IOSL: Incremental Open Set Learning",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145537"}
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AUTHOR = "Wu, R. and Liu, H.Y. and Yue, Z. and Li, J.B. and Sham, C.W.",
TITLE = "Hyper-feature aggregation and relaxed distillation for class
incremental learning",
JOURNAL = PR,
VOLUME = "152",
YEAR = "2024",
PAGES = "110440",
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AUTHOR = "Wu, R. and Liu, H.Y. and Yue, Z. and Sham, C.W. and Li, J.B.",
TITLE = "Feature space expansion and compression with spatial-spectral
augmentation for hyperspectral image Class-Incremental Learning",
JOURNAL = PR,
VOLUME = "168",
YEAR = "2025",
PAGES = "111830",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145539"}
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AUTHOR = "Zhu, J. and Luo, G. and Duan, B. and Zhu, Y.S.",
TITLE = "Class Incremental Learning With Deep Contrastive Learning and
Attention Distillation",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "1224-1228",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145540"}
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AUTHOR = "Song, J. and Chen, J. and Du, L.",
TITLE = "Rebalancing network with knowledge stability for class incremental
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JOURNAL = PR,
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YEAR = "2024",
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AUTHOR = "Feng, Z.K. and Zhou, M. and Gao, Z. and Stefanidis, A. and Su, J.L. and Dang, K. and Li, C.H.",
TITLE = "Adaptive knowledge transfer for class incremental learning",
JOURNAL = PRL,
VOLUME = "183",
YEAR = "2024",
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AUTHOR = "Luo, Y. and Ge, H.W. and Liu, Y.X. and Wu, C.G.",
TITLE = "Representation Robustness and Feature Expansion for Exemplar-Free
Class-Incremental Learning",
JOURNAL = CirSysVideo,
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YEAR = "2024",
NUMBER = "7",
MONTH = "July",
PAGES = "5306-5320",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145543"}
@article{bb149616,
AUTHOR = "Frascaroli, E. and Benaglia, R. and Boschini, M. and Moschella, L. and Fiorini, C. and Rodola, E. and Calderara, S.",
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AUTHOR = "Zhou, Y.H. and Yao, J.C. and Hong, F. and Zhang, Y. and Wang, Y.F.",
TITLE = "Balanced Destruction-Reconstruction Dynamics for Memory-Replay Class
Incremental Learning",
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YEAR = "2024",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145545"}
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AUTHOR = "Liu, W.Z. and Wu, X.J. and Zhu, F. and Yu, M.M. and Wang, C. and Liu, C.L.",
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AUTHOR = "Guo, H.Y. and Zhu, F. and Liu, W.Z. and Zhang, X.Y. and Liu, C.L.",
TITLE = "PILORA: Prototype Guided Incremental LORA for Federated
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BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXV: 141-159",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145547"}
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AUTHOR = "Taheri, S. and Bagirov, A.M. and Sultanova, N. and Ordin, B.",
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AUTHOR = "Song, K. and Liang, G.Q. and Chen, Z.J. and Zhang, Y.N.",
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MONTH = "September",
PAGES = "7830-7843",
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@article{bb149622,
AUTHOR = "Zuo, Y.K. and Yao, H.T. and Zhuang, L.S. and Xu, C.S.",
TITLE = "Hierarchical Augmentation and Distillation for Class Incremental
Audio-Visual Video Recognition",
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MONTH = "November",
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AUTHOR = "Zhou, D.W. and Wang, Q.W. and Qi, Z.H. and Ye, H.J. and Zhan, D.C. and Liu, Z.W.",
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MONTH = "December",
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AUTHOR = "Singh, P. and Mazumder, P. and Rai, P. and Namboodiri, V.P.",
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Background Information Calibrating",
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PAGES = "8763-8775",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145584"}
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AUTHOR = "Tang, X.J. and Xu, C. and Hou, C.P.",
TITLE = "Model Rectification With Simultaneous Incremental Feature and Partial
Label Set",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "12",
MONTH = "December",
PAGES = "11674-11691",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145585"}
@article{bb149658,
AUTHOR = "Hu, Y.J. and Huang, K. and Wang, W. and Huang, X.W. and Wang, Q.",
TITLE = "You look from old classes: Towards accurate few shot
class-incremental learning",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112352",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145586"}
@article{bb149659,
AUTHOR = "Wang, C.D. and Ou, Y.J. and Tang, X.F. and Wu, Y. and Shi, W. and Liu, X.L. and Yan, R.",
TITLE = "Class-aware prototype augmentation and decoupled feature distillation
for class-incremental learning",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112692",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145587"}
@article{bb149660,
AUTHOR = "Wang, L.Y. and Xiang, L. and Wang, Y.L. and Wu, H.J. and Yang, H.F. and Liu, J.Q. and He, Z.F.",
TITLE = "Rethinking Class-Incremental Learning From a Dynamic Imbalanced
Learning Perspective",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "825-836",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145588"}
@article{bb149661,
AUTHOR = "He, Z. and Huang, S. and Lu, Y. and Zhao, M.",
TITLE = "MoTiC: momentum tightness and contrast for few-shot class-incremental
learning",
JOURNAL = PR,
VOLUME = "173",
YEAR = "2026",
PAGES = "112753",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145589"}
@article{bb149662,
AUTHOR = "Singh, K.K. and Bindu, K.H.",
TITLE = "Mitigating bias in Few Shot Class Incremental Learning with Feature
Augmentation and Logits Mix-up",
JOURNAL = JVCIR,
VOLUME = "115",
YEAR = "2026",
PAGES = "104687",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145590"}
@article{bb149663,
AUTHOR = "Xu, Z.J. and Li, X.Y. and Chang, X.B. and Zheng, W.S. and Wang, R.X.",
TITLE = "Slowly expanding neural network for class incremental learning",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112213",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145591"}
@article{bb149664,
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/pattern617il3.html#TT145592"}
@article{bb149665,
AUTHOR = "Zhou, Y. and Hong, R.C. and Guo, Y.R. and Liu, L. and Hao, S.J. and Zhang, H.W.",
TITLE = "Controllable Relation Disentanglement for Few-Shot Class-Incremental
Learning",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "2",
MONTH = "February",
PAGES = "1587-1600",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145593"}
@article{bb149666,
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/pattern617il3.html#TT145594"}
@article{bb149667,
AUTHOR = "Jiang, S.Q. and Fang, Y.Y. and Zhang, H.K. and Liu, Q.S. and Qi, Y.K. and Yang, Y. and Wang, P.",
TITLE = "Teacher Agent: A Knowledge Distillation-Free Framework for
Rehearsal-Based Video Incremental Learning",
JOURNAL = IJCV,
VOLUME = "134",
YEAR = "2026",
NUMBER = "4",
MONTH = "April",
PAGES = "190",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145595"}
@article{bb149668,
AUTHOR = "Qu, Q. and Wan, X.H. and Liu, J.Y. and Liu, X.W. and Zhu, E.",
TITLE = "Anchor-Guided Sample-and-Feature Incremental Alignment Framework for
Multi-View Clustering",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "3",
MONTH = "March",
PAGES = "2882-2893",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145596"}
@article{bb149669,
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
class-incremental learning",
JOURNAL = PR,
VOLUME = "176",
YEAR = "2026",
PAGES = "113207",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145597"}
@article{bb149670,
AUTHOR = "Li, Y.C. and Dou, H.W. and Li, G.X. and Gao, G.W. and Zhou, H.Y.",
TITLE = "INSERTION: From traditional incremental learning to open-world stream
learning",
JOURNAL = PR,
VOLUME = "176",
YEAR = "2026",
PAGES = "113163",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145598"}
@article{bb149671,
AUTHOR = "Wei, Y.Z. and Liu, Y.H. and Niu, B. and Xiang, X. and Lin, J. and Hu, Y.X. and Wu, Y.R.",
TITLE = "A Memory-Efficient Class-Incremental Learning Framework for Remote
Sensing Scene Classification via Feature Replay",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "6",
PAGES = "896",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145599"}
@article{bb149672,
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/pattern617il3.html#TT145600"}
@article{bb149673,
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
Learning With Forward-Backward Knowledge Transfer",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "2337-2351",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145601"}
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AUTHOR = "Song, X. and He, Y.H. and Peng, L. and Gong, Y.H.",
TITLE = "Multi-Task Unified Domain Incremental Learning With Domain Difference
Adapters",
JOURNAL = IP,
VOLUME = "35",
YEAR = "2026",
PAGES = "3893-3908",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145602"}
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AUTHOR = "Zhao, D.X. and Liu, H. and Huang, K. and Yang, J. and Sun, J.X.",
TITLE = "Semi-Supervised Cross-Domain Incremental Learning for Specific
Emitter Identification",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "1491-1495",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145603"}
@article{bb149676,
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
Learning",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "2954-2969",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145604"}
@article{bb149677,
AUTHOR = "Huang, S. and Lin, X. and Lu, Y.",
TITLE = "CASP: Few-shot class-incremental learning with CLS token attention
steering prompts",
JOURNAL = PR,
VOLUME = "177",
YEAR = "2026",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145605"}
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TITLE = "CAKGE: Context-Aware Adaptive Learning for Dynamic Knowledge Graph
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JOURNAL = PAMI,
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YEAR = "2026",
NUMBER = "6",
MONTH = "June",
PAGES = "6225-6240",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145606"}
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AUTHOR = "Su, S.B. and Liang, G.Q. and Cheng, D. and Zhang, S.Z. and Ran, L.Y.",
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A Unified Framework for OCIL",
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distillation and adaptive graph fusion",
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AUTHOR = "Karantaidis, G. and Pantsios, A. and Kompatsiaris, I. and Papadopoulos, S.",
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Target Recognition",
BOOKTITLE = ICIP25,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145610"}
@inproceedings{bb149683,
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Catastrophic Forgetting with Distance-Based Prototype Learning",
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YEAR = "2025",
PAGES = "929-934",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145611"}
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AUTHOR = "Lee, Y.L. and Lee, C.Y. and Chiu, W.C. and Tsai, Y.H.",
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BOOKTITLE = Reasoning25,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145612"}
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AUTHOR = "Khazaei, E. and Hatzinakos, D.",
TITLE = "Forget Less, Learn More: Contrastive-Based Federated Class
Incremental Learning with a Low-Dimensional Projection Layer",
BOOKTITLE = FedVision25,
YEAR = "2025",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145613"}
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AUTHOR = "Ling, S. and Gan, S.K. and Wang, C. and Pan, L. and Li, H.L.",
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Augmentation",
BOOKTITLE = Anti-UAV25,
YEAR = "2025",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145614"}
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AUTHOR = "Tian, Z.Y. and Xiao, J. and Liu, L.P. and Jiang, H.Y.",
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BOOKTITLE = CVPR25,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145616"}
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@inproceedings{bb149690,
AUTHOR = "Zhang, Y.F. and Zhu, H. and Tan, A.Z. and Yu, D. and Huang, L. and Yu, H.",
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@inproceedings{bb149691,
AUTHOR = "Gao, Z.J. and Jia, W.W. and Zhang, X.X. and Zhou, D. and Xu, K. and Dawei, F. and Dou, Y. and Mao, X.J. and Wang, H.",
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AUTHOR = "Ta, H.B. and Nguyen, D. and Tran, Q. and Tran, T. and Pham, T.",
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Security-Preserving Incremental Learning",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145620"}
@inproceedings{bb149693,
AUTHOR = "Hwang, S.H. and Kim, M. and Whang, S.E.",
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Calibration in Class-Incremental Learning",
BOOKTITLE = CVPR25,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT145621"}
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AUTHOR = "Zheng, B. and Zhou, D.W. and Ye, H.J. and Zhan, D.C.",
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@inproceedings{bb149695,
AUTHOR = "Chen, H.T. and Wang, Y. and Fan, Y. and Jiang, G.S. and Hu, Q.H.",
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@inproceedings{bb149696,
AUTHOR = "Zou, X.H. and Ma, W.C. and Zhao, S.",
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AUTHOR = "Fukuda, T. and Kera, H. and Kawamoto, K.",
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@inproceedings{bb149698,
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@inproceedings{bb149699,
AUTHOR = "Hegde, N. and Muralidhara, S. and Schuster, R. and Stricker, D.",
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Last update:Jul 11, 2026 at 11:55:55