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JOURNAL = CirSysVideo,
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AUTHOR = "Hu, H. and Sener, O. and Sha, F. and Koltun, V.",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140138"}
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AUTHOR = "Kong, Y.J. and Liu, L. and Qiao, M.Y. and Wang, Z. and Tao, D.C.",
TITLE = "Trust-Region Adaptive Frequency for Online Continual Learning",
JOURNAL = IJCV,
VOLUME = "131",
YEAR = "2023",
NUMBER = "7",
MONTH = "July",
PAGES = "1825-1839",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140139"}
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AUTHOR = "Li, D.P. and Zeng, Z.G.",
TITLE = "CRNet: A Fast Continual Learning Framework With Random Theory",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "9",
MONTH = "September",
PAGES = "10731-10744",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140140"}
@article{bb144160,
AUTHOR = "Li, X.R. and Wang, S.P. and Sun, J. and Xu, Z.B.",
TITLE = "Variational Data-Free Knowledge Distillation for Continual Learning",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "10",
MONTH = "October",
PAGES = "12618-12634",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140141"}
@inproceedings{bb144161,
AUTHOR = "Wang, S.P. and Li, X.R. and Sun, J. and Xu, Z.B.",
TITLE = "Training Networks in Null Space of Feature Covariance for Continual
Learning",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "184-193",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140142"}
@article{bb144162,
AUTHOR = "Li, X.R. and Wang, S.P. and Sun, J. and Xu, Z.B.",
TITLE = "Memory efficient data-free distillation for continual learning",
JOURNAL = PR,
VOLUME = "144",
YEAR = "2023",
PAGES = "109875",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140143"}
@article{bb144163,
AUTHOR = "Wang, S.P. and Li, X.R. and Sun, J. and Xu, Z.B.",
TITLE = "Training Networks in Null Space of Feature Covariance With
Self-Supervision for Incremental Learning",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "2563-2580",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140144"}
@article{bb144164,
AUTHOR = "Wang, Z.Y. and Shen, L. and Duan, T. and Suo, Q.L. and Fang, L. and Liu, W. and Gao, M.C.",
TITLE = "Distributionally Robust Memory Evolution With Generalized Divergence
for Continual Learning",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "14337-14352",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140145"}
@article{bb144165,
AUTHOR = "Pham, Q. and Liu, C.H. and Hoi, S.C.H.",
TITLE = "Continual Learning, Fast and Slow",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "134-149",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140146"}
@article{bb144166,
AUTHOR = "Jeong, S. and Ko, W.J. and Mulyadi, A.W. and Suk, H.I.",
TITLE = "Deep Efficient Continuous Manifold Learning for Time Series Modeling",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "171-184",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140147"}
@article{bb144167,
AUTHOR = "Yu, D. and Zhang, M.Y. and Li, M.T. and Zha, F.S. and Zhang, J. and Sun, L. and Huang, K.Q.",
TITLE = "Contrastive Correlation Preserving Replay for Online Continual
Learning",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "124-139",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140148"}
@article{bb144168,
AUTHOR = "Mazumder, P. and Singh, P. and Rai, P. and Namboodiri, V.P.",
TITLE = "Rectification-Based Knowledge Retention for Task Incremental Learning",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "3",
MONTH = "March",
PAGES = "1561-1575",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140149"}
@inproceedings{bb144169,
AUTHOR = "Singh, P. and Mazumder, P. and Rai, P. and Namboodiri, V.P.",
TITLE = "Rectification-based Knowledge Retention for Continual Learning",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "15277-15286",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140150"}
@article{bb144170,
AUTHOR = "Wang, Y. and Zhao, G.S. and Qian, X.M.",
TITLE = "Improved Continually Evolved Classifiers for Few-Shot
Class-Incremental Learning",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "2",
MONTH = "February",
PAGES = "1123-1134",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140151"}
@article{bb144171,
AUTHOR = "Han, Y.N. and Liu, J.W.",
TITLE = "Adaptive instance similarity embedding for online continual learning",
JOURNAL = PR,
VOLUME = "149",
YEAR = "2024",
PAGES = "110238",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140152"}
@article{bb144172,
AUTHOR = "Cong, W. and Cong, Y. and Sun, G. and Liu, Y.Y. and Dong, J.H.",
TITLE = "Self-Paced Weight Consolidation for Continual Learning",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "4",
MONTH = "April",
PAGES = "2209-2222",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140153"}
@article{bb144173,
AUTHOR = "Lu, J.X. and Sun, S.L.",
TITLE = "PAMK: Prototype Augmented Multi-Teacher Knowledge Transfer Network
for Continual Zero-Shot Learning",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "3353-3368",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140154"}
@article{bb144174,
AUTHOR = "Wang, L.Y. and Zhang, X.X. and Su, H. and Zhu, J.",
TITLE = "A Comprehensive Survey of Continual Learning:
Theory, Method and Application",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "8",
MONTH = "August",
PAGES = "5362-5383",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140155"}
@article{bb144175,
AUTHOR = "Thandiackal, K. and Piccinelli, L. and Gupta, R. and Pati, P. and Goksel, O.",
TITLE = "Multi-Scale Feature Alignment for Continual Learning of Unlabeled
Domains",
JOURNAL = MedImg,
VOLUME = "43",
YEAR = "2024",
NUMBER = "7",
MONTH = "July",
PAGES = "2599-2609",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140156"}
@article{bb144176,
AUTHOR = "Huang, L.Y. and Dong, B.T. and Zhang, W.D.",
TITLE = "Efficient Offline Reinforcement Learning With Relaxed Conservatism",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "8",
MONTH = "August",
PAGES = "5260-5272",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140157"}
@article{bb144177,
AUTHOR = "Zhang, W.D. and Yang, Y.M. and Li, Z. and Wu, Q.M.J.",
TITLE = "Progressive Learning Model for Big Data Analysis Using Subnetwork and
Moore-Penrose Inverse",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "8104-8118",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140158"}
@article{bb144178,
AUTHOR = "Li, K. and Chen, H.Y. and Wan, J. and Yu, S.",
TITLE = "ESDB: Expand the Shrinking Decision Boundary via One-to-Many
Information Matching for Continual Learning With Small Memory",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "8",
MONTH = "August",
PAGES = "7328-7343",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140159"}
@article{bb144179,
AUTHOR = "Thandiackal, K. and Portenier, T. and Giovannini, A. and Gabrani, M. and Goksel, O.",
TITLE = "Generative feature-driven image replay for continual learning",
JOURNAL = IVC,
VOLUME = "150",
YEAR = "2024",
PAGES = "105187",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140160"}
@article{bb144180,
AUTHOR = "Wang, Q.Z. and Wang, R.Z. and Li, Y.X. and Wei, D. and Wang, H. and Ma, K. and Zheng, Y.F. and Meng, D.Y.",
TITLE = "Relational Experience Replay: Continual Learning by Adaptively Tuning
Task-Wise Relationship",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "9683-9698",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140161"}
@article{bb144181,
AUTHOR = "Rahimi, N. and Shao, M.",
TITLE = "Utilizing Inherent Bias for Memory Efficient Continual Learning:
A Simple and Robust Baseline",
JOURNAL = IVC,
VOLUME = "151",
YEAR = "2024",
PAGES = "105288",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140162"}
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AUTHOR = "Yang, E. and Wang, Z. and Shen, L. and Yin, N. and Liu, T.L. and Guo, G.B. and Wang, X.W. and Tao, D.C.",
TITLE = "Continual Learning From a Stream of APIs",
JOURNAL = PAMI,
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NUMBER = "12",
MONTH = "December",
PAGES = "11432-11445",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140163"}
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AUTHOR = "Luo, Y.X. and Cong, R.M. and Liu, X.L. and Ip, H.H.S. and Kwong, S.",
TITLE = "Modeling Inner- and Cross-Task Contrastive Relations for Continual
Image Classification",
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YEAR = "2024",
PAGES = "10842-10853",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140164"}
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AUTHOR = "Zhang, L. and Zhao, J.W. and Wu, Q.B. and Pan, L. and Li, H.L.",
TITLE = "InfoUCL: Learning Informative Representations for Unsupervised
Continual Learning",
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YEAR = "2024",
PAGES = "10779-10791",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140165"}
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AUTHOR = "Wang, Z.Z. and Sun, Y.Y. and Zhang, X.K. and Xu, B. and Yang, Z.H. and Lin, H.F.",
TITLE = "Continual learning with high-order experience replay for dynamic
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YEAR = "2025",
PAGES = "111093",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140166"}
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AUTHOR = "Zhang, W.T. and Huang, Y.J. and Zhang, W.Z. and Zhang, T. and Lao, Q. and Yu, Y. and Zheng, W.S. and Wang, R.X.",
TITLE = "Continual Learning of Image Classes With Language Guidance From a
Vision-Language Model",
JOURNAL = CirSysVideo,
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YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "13152-13163",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140167"}
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AUTHOR = "Lee, H. and Lee, S. and Jung, I. and Hong, S.",
TITLE = "Prototypical class-wise test-time adaptation",
JOURNAL = PRL,
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YEAR = "2025",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140168"}
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AUTHOR = "Kim, G. and Xiao, C. and Konishi, T. and Ke, Z.X. and Liu, B.",
TITLE = "Open-World Continual Learning:
Unifying Novelty Detection and Continual Learning",
JOURNAL = AI,
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YEAR = "2025",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140169"}
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AUTHOR = "Peng, S. and Jia, L.J. and Yang, Z.J. and Tao, R. and Wang, Y.",
TITLE = "Robust Multitask Diffusion Bias Compensation M-Estimate Algorithms
for Distributed Adaptive Learning With Noisy Input",
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AUTHOR = "Wu, J. and Wang, S. and Sun, Y.F. and Yin, B.C. and Huang, Q.M.",
TITLE = "Dual-Domain Division Multiplexer for General Continual Learning:
A Pseudo Causal Intervention Strategy",
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YEAR = "2025",
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AUTHOR = "Qiu, B. and Qiu, H.Q. and Wen, H.T. and Wang, L.X. and Dai, Y. and Meng, F.M. and Wu, Q.B. and Li, H.L.",
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AUTHOR = "Yang, E. and Shen, L. and Wang, Z. and Liu, S.W. and Guo, G. and Wang, X.W. and Tao, D.C.",
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Orthogonal Gradient Projection",
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MONTH = "May",
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AUTHOR = "Yang, E. and Shen, L. and Wang, Z. and Liu, S.W. and Guo, G. and Wang, X.W.",
TITLE = "Data Augmented Flatness-aware Gradient Projection for Continual
Learning",
BOOKTITLE = ICCV23,
YEAR = "2023",
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AUTHOR = "Vorabbi, L. and Carraggi, A. and Maltoni, D. and Borghi, G. and Santi, S.",
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industrial scenarios",
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AUTHOR = "Pan, Z.C. and Yu, X.H. and Gao, Y.S.",
TITLE = "Session-Guided Attention in Continuous Learning With Few Samples",
JOURNAL = IP,
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YEAR = "2025",
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AUTHOR = "Liu, R.Q. and Diao, B. and Huang, L. and An, Z. and Liu, H. and An, Z. and Xu, Y.J.",
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AUTHOR = "Cotogni, M. and Yang, F. and Cusano, C. and Bagdanov, A.D. and van de Weijer, J.",
TITLE = "Exemplar-Free Continual Learning of Vision Transformers via Gated
Class-Attention and Cascaded Feature Drift Compensation",
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YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "4571-4589",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140178"}
@inproceedings{bb144198,
AUTHOR = "Gomez Villa, A. and Goswami, D. and Wang, K. and Bagdanov, A.D. and Twardowski, B. and van de Weijer, J.",
TITLE = "Exemplar-free Continual Representation Learning via Learnable Drift
Compensation",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "VII: 473-490",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT140179"}
@article{bb144199,
AUTHOR = "Qi, B.Q. and Gao, J.Q. and Chen, X.Q. and Li, D. and Liu, J.X. and Wu, L.G. and Zhou, B.",
TITLE = "Contrastive Augmented Graph2Graph Memory Interaction for Few Shot
Continual Learning",
JOURNAL = CirSysVideo,
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YEAR = "2025",
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PAGES = "5805-5820",
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