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@article{bb112965,
        AUTHOR = "Zheng, X. and Zhang, Y. and Hong, S. and Li, H.X. and Tang, L. and Xiong, Y. and Zhou, J. and Wang, Y. and Sun, X.S. and Zhu, P.F. and Wu, C. and Ji, R.R.",
        TITLE = "Evolving Fully Automated Machine Learning via Life-Long Knowledge
Anchors",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3091-3107",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT109251"}

@article{bb112966,
        AUTHOR = "Wang, K. and van de Weijer, J. and Herranz, L.",
        TITLE = "ACAE-REMIND for online continual learning with compressed feature
replay",
        JOURNAL = PRL,
        VOLUME = "150",
        YEAR = "2021",
        PAGES = "122-129",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT109252"}

@article{bb112967,
        AUTHOR = "Agarwal, M. and Aggarwal, V.",
        TITLE = "Blind decision making: Reinforcement learning with delayed
observations",
        JOURNAL = PRL,
        VOLUME = "150",
        YEAR = "2021",
        PAGES = "176-182",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT109253"}

@inproceedings{bb112968,
        AUTHOR = "Grigoletto, R. and Maiettini, E. and Natale, L.",
        TITLE = "Score to Learn: A Comparative Analysis of Scoring Functions for Active
Learning in Robotics",
        BOOKTITLE = CVS21,
        YEAR = "2021",
        PAGES = "55-67",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT109254"}

@inproceedings{bb112969,
        AUTHOR = "Shukla, M. and Ahmed, S.",
        TITLE = "A Mathematical Analysis of Learning Loss for Active Learning in
Regression",
        BOOKTITLE = TCV21,
        YEAR = "2021",
        PAGES = "3315-3323",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT109255"}

@inproceedings{bb112970,
        AUTHOR = "Rakesh, V. and Jain, S.",
        TITLE = "Efficacy of Bayesian Neural Networks in Active Learning",
        BOOKTITLE = LLID21,
        YEAR = "2021",
        PAGES = "2601-2609",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT109256"}

@inproceedings{bb112971,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT109257"}

@inproceedings{bb112972,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT109258"}

@inproceedings{bb112973,
        AUTHOR = "Sun, W. and Zhang, J. and Wang, D.Y. and Geng, Y.A. and Li, Q.Y.",
        TITLE = "ILCOC: An Incremental Learning Framework based on Contrastive
One-class Classifiers",
        BOOKTITLE = CLVision21,
        YEAR = "2021",
        PAGES = "3575-3583",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT109259"}

@inproceedings{bb112974,
        AUTHOR = "Jiang, J. and Cetin, E. and Celiktutan, O.",
        TITLE = "IB-DRR: Incremental Learning with Information-Back Discrete
Representation Replay",
        BOOKTITLE = CLVision21,
        YEAR = "2021",
        PAGES = "3528-3537",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT109260"}

@inproceedings{bb112975,
        AUTHOR = "Mittal, S. and Galesso, S. and Brox, T.",
        TITLE = "Essentials for Class Incremental Learning",
        BOOKTITLE = CLVision21,
        YEAR = "2021",
        PAGES = "3508-3517",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT109261"}

@inproceedings{bb112976,
        AUTHOR = "Choi, Y. and El Khamy, M. and Lee, J.",
        TITLE = "Dual-Teacher Class-Incremental Learning With Data-Free Generative
Replay",
        BOOKTITLE = CLVision21,
        YEAR = "2021",
        PAGES = "3538-3547",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT109262"}

@inproceedings{bb112977,
        AUTHOR = "Douillard, A. and Valle, E. and Ollion, C. and Robert, T. and Cord, M.",
        TITLE = "Insights from the Future for Continual Learning",
        BOOKTITLE = CLVision21,
        YEAR = "2021",
        PAGES = "3477-3486",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT109263"}

@inproceedings{bb112978,
        AUTHOR = "Hayes, T.L. and Kanan, C.",
        TITLE = "Selective Replay Enhances Learning in Online Continual Analogical
Reasoning",
        BOOKTITLE = CLVision21,
        YEAR = "2021",
        PAGES = "3497-3507",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT109264"}

@inproceedings{bb112979,
        AUTHOR = "Kuo, N.I.H. and Harandi, M. and Fourrier, N. and Walder, C. and Ferraro, G. and Suominen, H.",
        TITLE = "Plastic and Stable Gated Classifiers for Continual Learning",
        BOOKTITLE = CLVision21,
        YEAR = "2021",
        PAGES = "3548-3553",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT109265"}

@inproceedings{bb112980,
        AUTHOR = "Mai, Z. and Li, R. and Kim, H.W. and Sanner, S.",
        TITLE = "Supervised Contrastive Replay: Revisiting the Nearest Class Mean
Classifier in Online Class-Incremental Continual Learning",
        BOOKTITLE = CLVision21,
        YEAR = "2021",
        PAGES = "3584-3594",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT109266"}

@inproceedings{bb112981,
        AUTHOR = "Lomonaco, V. and Pellegrini, L. and Cossu, A. and Carta, A. and Graffieti, G. and Hayes, T.L. and de Lange, M. and Masana, M. and Pomponi, J. and van de Ven, G.M. and Mundt, M. and She, Q. and Cooper, K. and Forest, J. and Belouadah, E. and Calderara, S. and Parisi, G.I. and Cuzzolin, F. and Tolias, A.S. and Scardapane, S. and Antiga, L. and Ahmad, S. and Popescu, A. and Kanan, C. and van de Weijer, J. and Tuytelaars, T. and Bacciu, D. and Maltoni, D.",
        TITLE = "Avalanche: an End-to-End Library for Continual Learning",
        BOOKTITLE = CLVision21,
        YEAR = "2021",
        PAGES = "3595-3605",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT109267"}

@inproceedings{bb112982,
        AUTHOR = "Mirzadeh, S.I. and Ghasemzadeh, H.",
        TITLE = "CL-Gym: Full-Featured PyTorch Library for Continual Learning",
        BOOKTITLE = OmniCV21,
        YEAR = "2021",
        PAGES = "3616-3622",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT109268"}

@inproceedings{bb112983,
        AUTHOR = "Korycki, L. and Krawczyk, B.",
        TITLE = "Class-Incremental Experience Replay for Continual Learning under
Concept Drift",
        BOOKTITLE = OmniCV21,
        YEAR = "2021",
        PAGES = "3644-3653",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT109269"}

@inproceedings{bb112984,
        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",
        PAGES = "II:281-293",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT109270"}

@inproceedings{bb112985,
        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",
        PAGES = "9727-9732",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT109271"}

@inproceedings{bb112986,
        AUTHOR = "Jarboui, F. and Perchet, V.",
        TITLE = "Trajectory representation learning for Multi-Task NMRDP planning",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "6786-6793",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT109272"}

@inproceedings{bb112987,
        AUTHOR = "Lechat, A. and Herbin, S. and Jurie, F.",
        TITLE = "Semi-Supervised Class Incremental Learning",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "10383-10389",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT109273"}

@inproceedings{bb112988,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT109274"}

@inproceedings{bb112989,
        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#TT109275"}

@inproceedings{bb112990,
        AUTHOR = "Buzzega, P. and Boschini, M. and Porrello, A. and Calderara, S.",
        TITLE = "Rethinking Experience Replay: a Bag of Tricks for Continual Learning",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "2180-2187",
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@inproceedings{bb112991,
        AUTHOR = "Fidalgo Merino, R. and Gabrielli, L. and Checchi, E.",
        TITLE = "Leveraging Sequential Pattern Information for Active Learning from
Sequential Data",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "6957-6964",
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@inproceedings{bb112992,
        AUTHOR = "Agarwal, A. and Mujumdar, S. and Gupta, N. and Mehta, S.",
        TITLE = "Budgeted Batch Mode Active Learning with Generalized Cost and Utility
Functions",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "7692-7698",
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@inproceedings{bb112993,
        AUTHOR = "Herde, M. and Kottke, D. and Huseljic, D. and Sick, B.",
        TITLE = "Multi-Annotator Probabilistic Active Learning",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "10281-10288",
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@inproceedings{bb112994,
        AUTHOR = "Arnavaz, K. and Feragen, A. and Krause, O. and Loog, M.",
        TITLE = "Bayesian Active Learning for Maximal Information Gain on Model
Parameters",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "10524-10531",
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@inproceedings{bb112995,
        AUTHOR = "Li, M. and Liu, X. and van de Weijer, J. and Raducanu, B.",
        TITLE = "Learning to Rank for Active Learning: A Listwise Approach",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "5587-5594",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT109281"}

@inproceedings{bb112996,
        AUTHOR = "Simeoni, O. and Budnik, M. and Avrithis, Y. and Gravier, G.",
        TITLE = "Rethinking deep active learning:
Using unlabeled data at model training",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "1220-1227",
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@inproceedings{bb112997,
        AUTHOR = "Li, C. and Rana, S. and Gill, A. and Nguyen, D. and Gupta, S.I. and Venkatesh, S.",
        TITLE = "Factor Screening using Bayesian Active Learning and Gaussian Process
Meta-Modelling",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "3288-3295",
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@inproceedings{bb112998,
        AUTHOR = "Li, X.O. and Shan, L. and Li, M. and Wang, W.Q.",
        TITLE = "Energy Minimum Regularization in Continual Learning",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "6404-6409",
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@inproceedings{bb112999,
        AUTHOR = "Ho, C.H. and Tsai, S.H.L.",
        TITLE = "RSAC: Regularized Subspace Approximation Classifier for Lightweight
Continuous Learning",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "6680-6687",
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Last update:Sep 19, 2021 at 21:11:01