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TITLE = "FedRCIL: Federated Knowledge Distillation for Representation based
Contrastive Incremental Learning",
BOOKTITLE = VCL23,
YEAR = "2023",
PAGES = "3455-3464",
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@inproceedings{bb147701,
AUTHOR = "Kanagarajah, S. and Ambegoda, T. and Rodrigo, R.",
TITLE = "SATHUR: Self Augmenting Task Hallucinal Unified Representation for
Generalized Class Incremental Learning",
BOOKTITLE = VCL23,
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@inproceedings{bb147702,
AUTHOR = "Xiang, J.L. and Shlizerman, E.",
TITLE = "TKIL: Tangent Kernel Optimization for Class Balanced Incremental
Learning",
BOOKTITLE = VCL23,
YEAR = "2023",
PAGES = "3521-3531",
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@inproceedings{bb147703,
AUTHOR = "Lamers, C. and Vidal, R. and Belbachir, N. and van Stein, N. and Back, T. and Giampouras, P.",
TITLE = "Clustering-based Domain-Incremental Learning",
BOOKTITLE = VCL23,
YEAR = "2023",
PAGES = "3376-3384",
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@inproceedings{bb147704,
AUTHOR = "Xu, J. and Grohnfeldt, C. and Kao, O.",
TITLE = "OpenIncrement: A Unified Framework for Open Set Recognition and Deep
Class-Incremental Learning",
BOOKTITLE = VCL23,
YEAR = "2023",
PAGES = "3295-3303",
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@inproceedings{bb147705,
AUTHOR = "Zhao, Y.L. and Deng, X.H. and Pei, X.J. and Chen, X.C. and Li, D.",
TITLE = "Parallel Gradient Blend for Class Incremental Learning",
BOOKTITLE = ICIP23,
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@inproceedings{bb147706,
AUTHOR = "Daniali, M. and Kim, E.",
TITLE = "Perception Over Time: Temporal Dynamics for Robust Image
Understanding",
BOOKTITLE = WiCV23,
YEAR = "2023",
PAGES = "5656-5665",
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@inproceedings{bb147707,
AUTHOR = "Song, X. and Shu, K. and Dong, S.L. and Cheng, J. and Wei, X. and Gong, Y.H.",
TITLE = "Overcoming Catastrophic Forgetting for Multi-Label Class-Incremental
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BOOKTITLE = WACV24,
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PAGES = "2378-2387",
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@inproceedings{bb147708,
AUTHOR = "Dong, S.L. and Luo, H.Y. and He, Y.H. and Wei, X. and Cheng, J. and Gong, Y.H.",
TITLE = "Knowledge Restore and Transfer for Multi-Label Class-Incremental
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BOOKTITLE = ICCV23,
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PAGES = "18665-18674",
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@inproceedings{bb147709,
AUTHOR = "Gao, X.Y. and He, Y.H. and Dong, S.L. and Cheng, J. and Wei, X. and Gong, Y.H.",
TITLE = "DKT: Diverse Knowledge Transfer Transformer for Class Incremental
Learning",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "24236-24245",
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@inproceedings{bb147710,
AUTHOR = "Cai, T.H. and Zhang, Z.Z. and Tan, X. and Qu, Y.Y. and Jiang, G. and Wang, C.J. and Xie, Y.",
TITLE = "Multi-Centroid Task Descriptor for Dynamic Class Incremental
Inference",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "7298-7307",
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@inproceedings{bb147711,
AUTHOR = "Hu, Z.Y. and Li, Y.S. and Lyu, J.C. and Gao, D. and Vasconcelos, N.M.",
TITLE = "Dense Network Expansion for Class Incremental Learning",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "11858-11867",
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@inproceedings{bb147712,
AUTHOR = "Cha, S.M. and Ko, N. and Choi, H. and Yoo, Y.J. and Moon, T.",
TITLE = "NCIS: Neural Contextual Iterative Smoothing for Purifying Adversarial
Perturbations",
BOOKTITLE = WACV24,
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PAGES = "3777-3787",
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@inproceedings{bb147713,
AUTHOR = "Cha, S.M. and Cho, S.J. and Hwang, D. and Hong, S. and Lee, M. and Moon, T.",
TITLE = "Rebalancing Batch Normalization for Exemplar-Based Class-Incremental
Learning",
BOOKTITLE = CVPR23,
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PAGES = "20127-20136",
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@inproceedings{bb147714,
AUTHOR = "Sun, W.J. and Li, Q.Y. and Zhang, J. and Wang, W. and Geng, Y.L.A.",
TITLE = "Decoupling Learning and Remembering: a Bilevel Memory Framework with
Knowledge Projection for Task-Incremental Learning",
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@inproceedings{bb147715,
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@inproceedings{bb147716,
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AUTHOR = "Mohamed, A. and Grandhe, R. and Joseph, K.J. and Khan, S. and Khan, F.",
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@inproceedings{bb147718,
AUTHOR = "Murata, K. and Ito, S. and Ohara, K.",
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Stability-plasticity Dilemma",
BOOKTITLE = ACCV22,
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PAGES = "VI:544-560",
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AUTHOR = "Cai, C.Y. and Liu, J.X. and Yu, W. and Guo, Y.C.",
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@inproceedings{bb147720,
AUTHOR = "Parga, C.D. and Vilarino, G. and Pardo, X.M. and Regueiro, C.V.",
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@inproceedings{bb147721,
AUTHOR = "Pegeot, T. and Feillet, E. and Popescu, A. and Kucher, I. and Delezoide, B.",
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Analyzing the Impact of Time on Classification Accuracy",
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Class-Incremental Learning",
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@inproceedings{bb147723,
AUTHOR = "Petit, G. and Popescu, A. and Schindler, H. and Picard, D. and Delezoide, B.",
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AUTHOR = "Feillet, E. and Petit, G. and Popescu, A. and Reyboz, M. and Hudelot, C.",
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@inproceedings{bb147728,
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BOOKTITLE = ECCV22,
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PAGES = "XXIII:566-582",
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AUTHOR = "Ashok, A. and Joseph, K.J. and Balasubramanian, V.N.",
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BOOKTITLE = ECCV22,
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PAGES = "XXVII:105-122",
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@inproceedings{bb147730,
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PAGES = "XXV:588-604",
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AUTHOR = "Wang, F.Y. and Zhou, D.W. and Ye, H.J. and Zhan, D.C.",
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AUTHOR = "Gao, Q. and Zhao, C. and Ghanem, B. and Zhang, J.",
TITLE = "R-DFCIL: Relation-Guided Representation Learning for Data-Free Class
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BOOKTITLE = ECCV22,
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PAGES = "XXIII:423-439",
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@inproceedings{bb147733,
AUTHOR = "Liu, X.L. and Hu, Y.S. and Cao, X.S. and Bagdanov, A.D. and Li, K. and Cheng, M.M.",
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BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXXIII:495-512",
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@inproceedings{bb147734,
AUTHOR = "Campari, T. and Lamanna, L. and Traverso, P. and Serafini, L. and Ballan, L.",
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BOOKTITLE = CVPR22,
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@inproceedings{bb147735,
AUTHOR = "Gu, Y. and Yang, X. and Wei, K. and Deng, C.",
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Continual Learning via Dual View Consistency",
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AUTHOR = "Zhang, C. and Song, N. and Lin, G.S. and Zheng, Y. and Pan, P. and Xu, Y.H.",
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@inproceedings{bb147738,
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TITLE = "Category-Sensitive Incremental Learning for Image-Based 3D Shape
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@inproceedings{bb147745,
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@inproceedings{bb147746,
AUTHOR = "Mai, Z.D. and Li, R. and Kim, H.W. and Sanner, S.",
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@inproceedings{bb147748,
AUTHOR = "Bengar, J.Z. and Raducanu, B. and van de Weijer, J.",
TITLE = "When Deep Learners Change Their Mind:
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@inproceedings{bb147752,
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@inproceedings{bb147753,
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@inproceedings{bb147755,
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@inproceedings{bb147756,
AUTHOR = "Yan, S.P. and Xie, J.W. and He, X.M.",
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BOOKTITLE = CVPR21,
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@inproceedings{bb147757,
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@inproceedings{bb147758,
AUTHOR = "Abdelsalam, M. and Faramarzi, M. and Sodhani, S. and Chandar, S.",
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@inproceedings{bb147759,
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@inproceedings{bb147760,
AUTHOR = "van de Ven, G.M. and Li, Z. and Tolias, A.S.",
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@inproceedings{bb147761,
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TITLE = "ILCOC: An Incremental Learning Framework based on Contrastive
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