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TITLE = "Ex-Model: Continual Learning from a Stream of Trained Models",
BOOKTITLE = CLVision22,
YEAR = "2022",
PAGES = "3789-3798",
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AUTHOR = "Pelosin, F. and Jha, S. and Torsello, A. and Raducanu, B. and van de Weijer, J.",
TITLE = "Towards Exemplar-Free Continual Learning in Vision Transformers: an
Account of Attention, Functional and Weight Regularization",
BOOKTITLE = CLVision22,
YEAR = "2022",
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@inproceedings{bb147602,
AUTHOR = "He, J.P. and Zhu, F.Q.",
TITLE = "Out-Of-Distribution Detection In Unsupervised Continual Learning",
BOOKTITLE = CLVision22,
YEAR = "2022",
PAGES = "3849-3854",
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@inproceedings{bb147603,
AUTHOR = "Kim, G. and Esmaeilpour, S. and Xiao, C. and Liu, B.",
TITLE = "Continual Learning Based on OOD Detection and Task Masking",
BOOKTITLE = CLVision22,
YEAR = "2022",
PAGES = "3855-3865",
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@inproceedings{bb147604,
AUTHOR = "Gomez Villa, A. and Twardowski, B. and Yu, L. and Bagdanov, A.D. and van de Weijer, J.",
TITLE = "Continually Learning Self-Supervised Representations with Projected
Functional Regularization",
BOOKTITLE = CLVision22,
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PAGES = "3866-3876",
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@inproceedings{bb147605,
AUTHOR = "Karim, N. and Khalid, U. and Esmaeili, A. and Rahnavard, N.",
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BOOKTITLE = CLVision22,
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AUTHOR = "Merlin, G. and Lomonaco, V. and Cossu, A. and Carta, A. and Bacciu, D.",
TITLE = "Practical Recommendations for Replay-Based Continual Learning Methods",
BOOKTITLE = CL4REAL22,
YEAR = "2022",
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@inproceedings{bb147607,
AUTHOR = "Kim, S. and Lee, S.K.",
TITLE = "Continual Learning with Neuron Activation Importance",
BOOKTITLE = CIAP22,
YEAR = "2022",
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AUTHOR = "Barletti, T. and Biondi, N. and Pernici, F. and Bruni, M. and del Bimbo, A.",
TITLE = "Contrastive Supervised Distillation for Continual Representation
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BOOKTITLE = CIAP22,
YEAR = "2022",
PAGES = "I:597-609",
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@inproceedings{bb147609,
AUTHOR = "Davalas, C. and Michail, D. and Diou, C. and Varlamis, I. and Tserpes, K.",
TITLE = "Computationally Efficient Rehearsal for Online Continual Learning",
BOOKTITLE = CIAP22,
YEAR = "2022",
PAGES = "III:39-49",
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@inproceedings{bb147610,
AUTHOR = "Yan, Z. and Tian, Y.X. and Shi, X.S. and Guo, P. and Wang, P. and Zha, H.B.",
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BOOKTITLE = ICCV21,
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PAGES = "15762-15772",
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AUTHOR = "Kim, C.D. and Jeong, J. and Moon, S. and Kim, G.",
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BOOKTITLE = ICCV21,
YEAR = "2021",
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AUTHOR = "de Lange, M. and Tuytelaars, T.",
TITLE = "Continual Prototype Evolution:
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BOOKTITLE = ICCV21,
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AUTHOR = "Verwimp, E. and de Lange, M. and Tuytelaars, T.",
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BOOKTITLE = ICCV21,
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AUTHOR = "Cha, H. and Lee, J. and Shin, J.",
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BOOKTITLE = ICCV21,
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AUTHOR = "Cai, Z.P. and Sener, O. and Koltun, V.",
TITLE = "Online Continual Learning with Natural Distribution Shifts:
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BOOKTITLE = ICCV21,
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BOOKTITLE = ICCV23,
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BOOKTITLE = ICIP22,
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AUTHOR = "Dong, J.H. and Cong, Y. and Sun, G. and Zhang, T.",
TITLE = "Lifelong robotic visual-tactile perception learning",
JOURNAL = PR,
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AUTHOR = "Liu, Y.Y. and Cong, Y. and Sun, G. and Ding, Z.M.",
TITLE = "Lifelong Visual-Tactile Spectral Clustering for Robotic Object
Perception",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "818-829",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT143601"}
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AUTHOR = "Yang, S.J. and Cai, Z.C.",
TITLE = "Cross Domain Lifelong Learning Based on Task Similarity",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "10",
MONTH = "October",
PAGES = "11612-11623",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT143602"}
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JOURNAL = PAMI,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT143603"}
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AUTHOR = "Hasan, M.M. and Sami, S.M. and Nasrabadi, N.",
TITLE = "CLFace: A Scalable and Resource-Efficient Continual Learning
Framework for Lifelong Face Recognition",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "5082-5091",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT143604"}
@inproceedings{bb147673,
AUTHOR = "Solomon, I. and Aung, A.P.P. and Kumar, U. and Jayavelu, S.",
TITLE = "U-Tell: Unsupervised Task Expert Lifelong Learning",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "1057-1063",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT143605"}
@inproceedings{bb147674,
AUTHOR = "Lekkala, K. and Bhargava, E. and Itti, L.",
TITLE = "Evaluating Pretrained Models for Deployable Lifelong Learning",
BOOKTITLE = Pretrain24,
YEAR = "2024",
PAGES = "561-569",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT143606"}
@inproceedings{bb147675,
AUTHOR = "Srivastava, S. and Yaqub, M. and Nandakumar, K.",
TITLE = "Lifelong Learning of Task-Parameter Relationships for Knowledge
Transfer",
BOOKTITLE = CLVision23,
YEAR = "2023",
PAGES = "2525-2534",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT143607"}
@inproceedings{bb147676,
AUTHOR = "Wang, W.J. and Hu, Y.Q. and Chen, Q. and Zhang, Y.",
TITLE = "Task Difficulty Aware Parameter Allocation and Regularization for
Lifelong Learning",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "7776-7785",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT143608"}
@inproceedings{bb147677,
AUTHOR = "Yu, X.F. and Guo, Y.H. and Gao, S. and Rosing, T.",
TITLE = "SCALE: Online Self-Supervised Lifelong Learning without Prior
Knowledge",
BOOKTITLE = CLVision23,
YEAR = "2023",
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AUTHOR = "Wang, Z. and Liu, L. and Kong, Y.J. and Guo, J.X. and Tao, D.C.",
TITLE = "Online Continual Learning with Contrastive Vision Transformer",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XX:631-650",
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AUTHOR = "Wang, Z. and Liu, L. and Duan, Y.Q. and Kong, Y.J. and Tao, D.C.",
TITLE = "Continual Learning with Lifelong Vision Transformer",
BOOKTITLE = CVPR22,
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BOOKTITLE = ECCV22,
YEAR = "2022",
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AUTHOR = "Araujo, V. and Hurtado, J. and Soto, A. and Moens, M.F.",
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BOOKTITLE = CLVision22,
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AUTHOR = "Wang, C. and Qiu, Y.H. and Gao, D. and Scherer, S.",
TITLE = "Lifelong Graph Learning",
BOOKTITLE = CVPR22,
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AUTHOR = "Hayes, T.L. and Kanan, C.",
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Analysis",
BOOKTITLE = CLVision20,
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TITLE = "Hyper-LifelongGAN: Scalable Lifelong Learning for Image Conditioned
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BOOKTITLE = CVPR21,
YEAR = "2021",
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YEAR = "2020",
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AUTHOR = "Berger, K. and Caicedo, J.P.R. and Martino, L. and Wocher, M. and Hank, T. and Verrelst, J.",
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JOURNAL = RS,
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AUTHOR = "Gweon, H. and Yu, H.",
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to time series classification",
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YEAR = "2021",
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AUTHOR = "Fonseca, J. and Douzas, G. and Bacao, F.",
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Artificial Data Generation in Active Learning for Land Use/Land Cover
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VOLUME = "13",
YEAR = "2021",
NUMBER = "13",
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@article{bb147695,
AUTHOR = "Li, C.S. and Li, R.Q. and Yuan, Y. and Wang, G.R. and Xu, D.",
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JOURNAL = IP,
VOLUME = "30",
YEAR = "2021",
PAGES = "9280-9293",
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@article{bb147696,
AUTHOR = "Wu, D.R. and Huang, J.",
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Regression",
JOURNAL = AffCom,
VOLUME = "13",
YEAR = "2022",
NUMBER = "1",
MONTH = "January",
PAGES = "16-27",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT143628"}
@article{bb147697,
AUTHOR = "Li, C.S. and Ma, H.D. and Yuan, Y. and Wang, G.R. and Xu, D.",
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YEAR = "2022",
NUMBER = "2022",
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AUTHOR = "Korycki, L. and Krawczyk, B.",
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labeled drifting data streams",
JOURNAL = PR,
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YEAR = "2022",
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AUTHOR = "Korycki, L. and Krawczyk, B.",
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Concept Drift",
BOOKTITLE = OmniCV21,
YEAR = "2021",
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