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AUTHOR = "Kim, D. and Han, B.H.",
TITLE = "On the Stability-Plasticity Dilemma of Class-Incremental Learning",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "20196-20204",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143133"}
@inproceedings{bb147201,
AUTHOR = "Kilickaya, M. and Vanschoren, J.",
TITLE = "Are Labels Needed for Incremental Instance Learning?",
BOOKTITLE = CLVision23,
YEAR = "2023",
PAGES = "2401-2409",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143134"}
@inproceedings{bb147202,
AUTHOR = "Mohamed, A. and Grandhe, R. and Joseph, K.J. and Khan, S. and Khan, F.",
TITLE = "D3Former: Debiased Dual Distilled Transformer for Incremental
Learning",
BOOKTITLE = CLVision23,
YEAR = "2023",
PAGES = "2421-2430",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143135"}
@inproceedings{bb147203,
AUTHOR = "Murata, K. and Ito, S. and Ohara, K.",
TITLE = "Learning and Transforming General Representations to Break Down
Stability-plasticity Dilemma",
BOOKTITLE = ACCV22,
YEAR = "2022",
PAGES = "VI:544-560",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143136"}
@inproceedings{bb147204,
AUTHOR = "Cai, C.Y. and Liu, J.X. and Yu, W. and Guo, Y.C.",
TITLE = "CLUE: Consolidating Learned and Undegroing Experience in
Domain-incremental Classification",
BOOKTITLE = ACCV22,
YEAR = "2022",
PAGES = "V:281-296",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143137"}
@inproceedings{bb147205,
AUTHOR = "Parga, C.D. and Vilarino, G. and Pardo, X.M. and Regueiro, C.V.",
TITLE = "S2-LOR: Supervised Stream Learning for Object Recognition",
BOOKTITLE = IbPRIA23,
YEAR = "2023",
PAGES = "300-311",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143138"}
@inproceedings{bb147206,
AUTHOR = "Pegeot, T. and Feillet, E. and Popescu, A. and Kucher, I. and Delezoide, B.",
TITLE = "Temporal Dynamics in Visual Data:
Analyzing the Impact of Time on Classification Accuracy",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "6932-6943",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143139"}
@inproceedings{bb147207,
AUTHOR = "Petit, G. and Soumm, M. and Feillet, E. and Popescu, A. and Delezoide, B. and Picard, D. and Hudelot, C.",
TITLE = "An Analysis of Initial Training Strategies for Exemplar-Free
Class-Incremental Learning",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "1826-1836",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143140"}
@inproceedings{bb147208,
AUTHOR = "Petit, G. and Popescu, A. and Schindler, H. and Picard, D. and Delezoide, B.",
TITLE = "FeTrIL: Feature Translation for Exemplar-Free Class-Incremental
Learning",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "3900-3909",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143141"}
@inproceedings{bb147209,
AUTHOR = "Jiang, J. and Celiktutan, O.",
TITLE = "Neural Weight Search for Scalable Task Incremental Learning",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "1390-1399",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143142"}
@inproceedings{bb147210,
AUTHOR = "Feillet, E. and Petit, G. and Popescu, A. and Reyboz, M. and Hudelot, C.",
TITLE = "AdvisIL - A Class-Incremental Learning Advisor",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "2399-2408",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143143"}
@inproceedings{bb147211,
AUTHOR = "Hossain, M.S. and Saha, P. and Chowdhury, T.F. and Rahman, S. and Rahman, F. and Mohammed, N.",
TITLE = "Rethinking Task-Incremental Learning Baselines",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2771-2777",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143144"}
@inproceedings{bb147212,
AUTHOR = "Li, Y. and Luo, R.H. and Huang, Z.M.",
TITLE = "Class Incremental Learning based on Local Structure Constraints in
Feature Space",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2056-2062",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143145"}
@inproceedings{bb147213,
AUTHOR = "Hyder, R. and Shao, K. and Hou, B. and Markopoulos, P. and Prater Bennette, A. and Asif, M.S.",
TITLE = "Incremental Task Learning with Incremental Rank Updates",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXIII:566-582",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143146"}
@inproceedings{bb147214,
AUTHOR = "Ashok, A. and Joseph, K.J. and Balasubramanian, V.N.",
TITLE = "Class-Incremental Learning with Cross-Space Clustering and Controlled
Transfer",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXVII:105-122",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143147"}
@inproceedings{bb147215,
AUTHOR = "Wang, F.Y. and Zhou, D.W. and Ye, H.J. and Zhan, D.C.",
TITLE = "FOSTER: Feature Boosting and Compression for Class-Incremental Learning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXV:398-414",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143148"}
@inproceedings{bb147216,
AUTHOR = "Gao, Q. and Zhao, C. and Ghanem, B. and Zhang, J.",
TITLE = "R-DFCIL: Relation-Guided Representation Learning for Data-Free Class
Incremental Learning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXIII:423-439",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143149"}
@inproceedings{bb147217,
AUTHOR = "Liu, X.L. and Hu, Y.S. and Cao, X.S. and Bagdanov, A.D. and Li, K. and Cheng, M.M.",
TITLE = "Long-Tailed Class Incremental Learning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXXIII:495-512",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143150"}
@inproceedings{bb147218,
AUTHOR = "Campari, T. and Lamanna, L. and Traverso, P. and Serafini, L. and Ballan, L.",
TITLE = "Online Learning of Reusable Abstract Models for Object Goal
Navigation",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "14850-14859",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143151"}
@inproceedings{bb147219,
AUTHOR = "Sain, A. and Maity, S. and Chowdhury, P.N. and Koley, S. and Bhunia, A.K. and Song, Y.Z.",
TITLE = "Sketch Down the FLOPs: Towards Efficient Networks for Human Sketch",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "28383-28393",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143152"}
@inproceedings{bb147220,
AUTHOR = "Bhunia, A.K. and Gajjala, V.R. and Koley, S. and Kundu, R. and Sain, A. and Xiang, T. and Song, Y.Z.",
TITLE = "Doodle It Yourself: Class Incremental Learning by Drawing a Few
Sketches",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "2283-2292",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143153"}
@inproceedings{bb147221,
AUTHOR = "Cermelli, F. and Geraci, A. and Fontanel, D. and Caputo, B.",
TITLE = "Modeling Missing Annotations for Incremental Learning in Object
Detection",
BOOKTITLE = CLVision22,
YEAR = "2022",
PAGES = "3699-3709",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143154"}
@inproceedings{bb147222,
AUTHOR = "Zhu, K. and Zheng, K.C. and Feng, R.L. and Zhao, D.L. and Cao, Y. and Zha, Z.J.",
TITLE = "Self-Organizing Pathway Expansion for Non-Exemplar Class-Incremental
Learning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "19147-19156",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143155"}
@inproceedings{bb147223,
AUTHOR = "Zhu, K. and Zhai, W. and Cao, Y. and Luo, J.B. and Zha, Z.J.",
TITLE = "Self-Sustaining Representation Expansion for Non-Exemplar
Class-Incremental Learning",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "9286-9295",
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@inproceedings{bb147224,
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TITLE = "Mimicking the Oracle: An Initial Phase Decorrelation Approach for
Class Incremental Learning",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "16701-16710",
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@inproceedings{bb147225,
AUTHOR = "Zhong, Y.J. and Sun, Z.X. and Luo, S.T. and Sun, Y.H. and Zhang, W.",
TITLE = "Category-Sensitive Incremental Learning for Image-Based 3D Shape
Reconstruction",
BOOKTITLE = MMMod22,
YEAR = "2022",
PAGES = "I:231-244",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143158"}
@inproceedings{bb147226,
AUTHOR = "Smith, J. and Hsu, Y.C. and Balloch, J. and Shen, Y.L. and Jin, H.X. and Kira, Z.",
TITLE = "Always Be Dreaming:
A New Approach for Data-Free Class-Incremental Learning",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "9354-9364",
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@inproceedings{bb147227,
AUTHOR = "Wu, G. and Gong, S.G. and Queen, P.L.",
TITLE = "Striking a Balance between Stability and Plasticity for
Class-Incremental Learning",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "1104-1113",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143160"}
@inproceedings{bb147228,
AUTHOR = "Bengar, J.Z. and Raducanu, B. and van de Weijer, J.",
TITLE = "When Deep Learners Change Their Mind:
Learning Dynamics for Active Learning",
BOOKTITLE = CAIP21,
YEAR = "2021",
PAGES = "I:403-413",
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@inproceedings{bb147229,
AUTHOR = "Oren, G. and Wolf, L.B.",
TITLE = "In Defense of the Learning Without Forgetting for Task Incremental
Learning",
BOOKTITLE = DeepMTL21,
YEAR = "2021",
PAGES = "2209-2218",
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@inproceedings{bb147230,
AUTHOR = "Yan, Z. and Wang, X. and Zha, H.B.",
TITLE = "Online Learning of a Probabilistic and Adaptive Scene Representation",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "13106-13116",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143163"}
@inproceedings{bb147231,
AUTHOR = "Pang, B. and Peng, G. and Li, Y.Z. and Lu, C.",
TITLE = "PGT: A Progressive Method for Training Models on Long Videos",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "11374-11384",
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@inproceedings{bb147232,
AUTHOR = "Simon, C. and Koniusz, P. and Harandi, M.",
TITLE = "On Learning the Geodesic Path for Incremental Learning",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "1591-1600",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143165"}
@inproceedings{bb147233,
AUTHOR = "Wu, Z.Y. and Baek, C. and You, C. and Ma, Y.",
TITLE = "Incremental Learning via Rate Reduction",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "1125-1133",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143166"}
@inproceedings{bb147234,
AUTHOR = "Luo, Z. and Liu, Y.Y. and Schiele, B. and Sun, Q.",
TITLE = "Class-Incremental Exemplar Compression for Class-Incremental Learning",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "11371-11380",
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@inproceedings{bb147235,
AUTHOR = "Liu, Y.Y. and Schiele, B. and Sun, Q.",
TITLE = "Adaptive Aggregation Networks for Class-Incremental Learning",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "2544-2553",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143168"}
@inproceedings{bb147236,
AUTHOR = "Yan, S.P. and Xie, J.W. and He, X.M.",
TITLE = "DER: Dynamically Expandable Representation for Class Incremental
Learning",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "3013-3022",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143169"}
@inproceedings{bb147237,
AUTHOR = "Hu, X.T. and Tang, K.H. and Miao, C.Y. and Hua, X.S. and Zhang, H.W.",
TITLE = "Distilling Causal Effect of Data in Class-Incremental Learning",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "3956-3965",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143170"}
@inproceedings{bb147238,
AUTHOR = "Abdelsalam, M. and Faramarzi, M. and Sodhani, S. and Chandar, S.",
TITLE = "IIRC: Incremental Implicitly-Refined Classification",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "11033-11042",
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@inproceedings{bb147239,
AUTHOR = "Masana, M. and Tuytelaars, T. and van de Weijer, J.",
TITLE = "Ternary Feature Masks: zero-forgetting for task-incremental learning",
BOOKTITLE = CLVision21,
YEAR = "2021",
PAGES = "3565-3574",
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@inproceedings{bb147240,
AUTHOR = "van de Ven, G.M. and Li, Z. and Tolias, A.S.",
TITLE = "Class-Incremental Learning with Generative Classifiers",
BOOKTITLE = CLVision21,
YEAR = "2021",
PAGES = "3606-3615",
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@inproceedings{bb147241,
AUTHOR = "Sun, W.J. and Zhang, J. and Wang, D.Y. and Geng, Y.L.A. and Li, Q.Y.",
TITLE = "ILCOC: An Incremental Learning Framework based on Contrastive
One-class Classifiers",
BOOKTITLE = CLVision21,
YEAR = "2021",
PAGES = "3575-3583",
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@inproceedings{bb147242,
AUTHOR = "Jiang, J. and Cetin, E. and Celiktutan, O.",
TITLE = "IB-DRR: Incremental Learning with Information-Back Discrete
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BOOKTITLE = CLVision21,
YEAR = "2021",
PAGES = "3528-3537",
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@inproceedings{bb147243,
AUTHOR = "Mittal, S. and Galesso, S. and Brox, T.",
TITLE = "Essentials for Class Incremental Learning",
BOOKTITLE = CLVision21,
YEAR = "2021",
PAGES = "3508-3517",
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@inproceedings{bb147244,
AUTHOR = "Bagi, A.M. and Schild, K.I. and Khan, O.S. and Zahalka, J. and Jonsson, B.Y.",
TITLE = "XQM: Interactive Learning on Mobile Phones",
BOOKTITLE = MMMod21,
YEAR = "2021",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143177"}
@inproceedings{bb147245,
AUTHOR = "Shi, F.F. and Wang, P. and Shi, Z.C. and Rui, Y.",
TITLE = "Selecting Useful Knowledge from Previous Tasks for Future Learning in
a Single Network",
BOOKTITLE = ICPR21,
YEAR = "2021",
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@inproceedings{bb147246,
AUTHOR = "Jarboui, F. and Perchet, V.",
TITLE = "Trajectory representation learning for Multi-Task NMRDP planning",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "6786-6793",
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@inproceedings{bb147247,
AUTHOR = "Lechat, A. and Herbin, S. and Jurie, F.",
TITLE = "Semi-Supervised Class Incremental Learning",
BOOKTITLE = ICPR21,
YEAR = "2021",
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@inproceedings{bb147248,
AUTHOR = "Chang, X.Y. and Tao, X.Y. and Hong, X.P. and Wei, X. and Ke, W. and Gong, Y.H.",
TITLE = "Class-Incremental Learning with Topological Schemas of Memory Spaces",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "9719-9726",
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@inproceedings{bb147249,
AUTHOR = "Pernici, F. and Bruni, M. and Baecchi, C. and Turchini, F. and del Bimbo, A.",
TITLE = "Class-incremental Learning with Pre-allocated Fixed Classifiers",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "6259-6266",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT143182"}
@inproceedings{bb147250,
AUTHOR = "Lei, C.H. and Chen, Y.H. and Peng, W.H. and Chiu, W.C.",
TITLE = "Class-Incremental Learning with Rectified Feature-Graph Preservation",
BOOKTITLE = ACCV20,
YEAR = "2020",
PAGES = "VI:358-374",
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@inproceedings{bb147251,
AUTHOR = "Kim, E.S. and Kim, J.U. and Lee, S. and Moon, S.K. and Ro, Y.M.",
TITLE = "Class Incremental Learning With Task-Selection",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "1846-1850",
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@inproceedings{bb147252,
AUTHOR = "Iscen, A. and Zhang, J. and Lazebnik, S. and Schmid, C.",
TITLE = "Memory-efficient Incremental Learning Through Feature Adaptation",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XVI: 699-715",
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@inproceedings{bb147253,
AUTHOR = "Yu, L. and Twardowski, B. and Liu, X. and Herranz, L. and Wang, K. and Cheng, Y. and Jui, S. and van de Weijer, J.",
TITLE = "Semantic Drift Compensation for Class-Incremental Learning",
BOOKTITLE = CVPR20,
YEAR = "2020",
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@inproceedings{bb147254,
AUTHOR = "Zhao, B. and Xiao, X. and Gan, G. and Zhang, B. and Xia, S.",
TITLE = "Maintaining Discrimination and Fairness in Class Incremental Learning",
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@inproceedings{bb147255,
AUTHOR = "He, J. and Mao, R. and Shao, Z. and Zhu, F.",
TITLE = "Incremental Learning in Online Scenario",
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@inproceedings{bb147256,
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@inproceedings{bb147257,
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@inproceedings{bb147258,
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@inproceedings{bb147259,
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@inproceedings{bb147261,
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@inproceedings{bb147262,
AUTHOR = "Chaudhry, A. and Dokania, P.K. and Ajanthan, T. and Torr, P.H.S.",
TITLE = "Riemannian Walk for Incremental Learning:
Understanding Forgetting and Intransigence",
BOOKTITLE = ECCV18,
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@inproceedings{bb147263,
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TITLE = "Generative Feature Replay For Class-Incremental Learning",
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