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BOOKTITLE = WACV22,
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AUTHOR = "He, J.P. and Zhu, F.Q.",
TITLE = "Online Continual Learning Via Candidates Voting",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "1292-1301",
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@inproceedings{bb148602,
AUTHOR = "Pham, X.C. and Liew, A.W.C. and Wang, C.",
TITLE = "A Novel Class-wise Forgetting Detector in Continual Learning",
BOOKTITLE = DICTA21,
YEAR = "2021",
PAGES = "01-08",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT144534"}
@inproceedings{bb148603,
AUTHOR = "Singh, P.R. and Gopalakrishnan, S. and ZhongZheng, Q. and Suganthan, P.N. and Ramasamy, S. and Ambikapathi, A.",
TITLE = "Task-Agnostic Continual Learning Using Base-Child Classifiers",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "794-798",
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@inproceedings{bb148604,
AUTHOR = "Shi, Y.J. and Yuan, L. and Chen, Y.P. and Feng, J.S.",
TITLE = "Continual Learning via Bit-Level Information Preserving",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "16669-16678",
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@inproceedings{bb148605,
AUTHOR = "Verma, V.K. and Liang, K.J. and Mehta, N. and Rai, P. and Carin, L.",
TITLE = "Efficient Feature Transformations for Discriminative and Generative
Continual Learning",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "13860-13870",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT144537"}
@inproceedings{bb148606,
AUTHOR = "Tang, S.X. and Chen, D.P. and Zhu, J.G. and Yu, S.J. and Ouyang, W.L.",
TITLE = "Layerwise Optimization by Gradient Decomposition for Continual
Learning",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "9629-9638",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT144538"}
@inproceedings{bb148607,
AUTHOR = "Bang, J. and Kim, H. and Yoo, Y.J. and Ha, J.W. and Choi, J.H.",
TITLE = "Rainbow Memory: Continual Learning with a Memory of Diverse Samples",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "8214-8223",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT144539"}
@inproceedings{bb148608,
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/pattern617cont5.html#TT144540"}
@inproceedings{bb148609,
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/pattern617cont5.html#TT144541"}
@inproceedings{bb148610,
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/pattern617cont5.html#TT144542"}
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TITLE = "Avalanche: an End-to-End Library for Continual Learning",
BOOKTITLE = CLVision21,
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@inproceedings{bb148612,
AUTHOR = "Mirzadeh, S.I. and Ghasemzadeh, H.",
TITLE = "CL-Gym: Full-Featured PyTorch Library for Continual Learning",
BOOKTITLE = OmniCV21,
YEAR = "2021",
PAGES = "3616-3622",
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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,
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AUTHOR = "Li, X.O. and Shan, L.L. and Li, M.L. and Wang, W.Q.",
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BOOKTITLE = ICPR21,
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AUTHOR = "Ho, C.H. and Tsai, S.H.L.",
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AUTHOR = "Kim, C.D. and Jeong, J. and Kim, G.",
TITLE = "Imbalanced Continual Learning with Partitioning Reservoir Sampling",
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AUTHOR = "Fini, E. and Lathuiliere, S. and Sangineto, E. and Nabi, M. and Ricci, E.",
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AUTHOR = "Lomonaco, V. and Maltoni, D. and Pellegrini, L.",
TITLE = "Rehearsal-Free Continual Learning over Small Non-I.I.D. Batches",
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@inproceedings{bb148620,
AUTHOR = "Silver, D.L. and Mahfuz, S.",
TITLE = "Generating Accurate Pseudo Examples for Continual Learning",
BOOKTITLE = CLVision20,
YEAR = "2020",
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@inproceedings{bb148621,
AUTHOR = "Parshotam, K. and Kilickaya, M.",
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AUTHOR = "Mirzadeh, S.I. and Farajtabar, M. and Ghasemzadeh, H.",
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Dynamic Cluster Memory",
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AUTHOR = "Dong, J.H. and Cong, Y. and Sun, G. and Zhang, T.",
TITLE = "Lifelong robotic visual-tactile perception learning",
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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
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JOURNAL = CirSysVideo,
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YEAR = "2023",
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JOURNAL = PAMI,
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AUTHOR = "Hasan, M.M. and Sami, S.M. and Nasrabadi, N.",
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AUTHOR = "Araujo, V. and Hurtado, J. and Soto, A. and Moens, M.F.",
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AUTHOR = "Wang, G.X. and Ren, P.",
TITLE = "Hyperspectral Image Classification with Feature-Oriented Adversarial
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JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "23",
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AUTHOR = "Berger, K. and Caicedo, J.P.R. and Martino, L. and Wocher, M. and Hank, T. and Verrelst, J.",
TITLE = "A Survey of Active Learning for Quantifying Vegetation Traits from
Terrestrial Earth Observation Data",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144604"}
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AUTHOR = "Gweon, H. and Yu, H.",
TITLE = "A nearest neighbor-based active learning method and its application
to time series classification",
JOURNAL = PRL,
VOLUME = "146",
YEAR = "2021",
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AUTHOR = "Fonseca, J. and Douzas, G. and Bacao, F.",
TITLE = "Increasing the Effectiveness of Active Learning: Introducing
Artificial Data Generation in Active Learning for Land Use/Land Cover
Classification",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "13",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144606"}
@article{bb148675,
AUTHOR = "Li, C.S. and Li, R.Q. and Yuan, Y. and Wang, G.R. and Xu, D.",
TITLE = "Deep Unsupervised Active Learning via Matrix Sketching",
JOURNAL = IP,
VOLUME = "30",
YEAR = "2021",
PAGES = "9280-9293",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144607"}
@article{bb148676,
AUTHOR = "Wu, D.R. and Huang, J.",
TITLE = "Affect Estimation in 3D Space Using Multi-Task Active Learning for
Regression",
JOURNAL = AffCom,
VOLUME = "13",
YEAR = "2022",
NUMBER = "1",
MONTH = "January",
PAGES = "16-27",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144608"}
@article{bb148677,
AUTHOR = "Li, C.S. and Ma, H.D. and Yuan, Y. and Wang, G.R. and Xu, D.",
TITLE = "Structure Guided Deep Neural Network for Unsupervised Active Learning",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
NUMBER = "2022",
PAGES = "2767-2781",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144609"}
@article{bb148678,
AUTHOR = "Korycki, L. and Krawczyk, B.",
TITLE = "Instance exploitation for learning temporary concepts from sparsely
labeled drifting data streams",
JOURNAL = PR,
VOLUME = "129",
YEAR = "2022",
PAGES = "108749",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144610"}
@inproceedings{bb148679,
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/pattern617acle4.html#TT144611"}
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AUTHOR = "Shen, Y. and Song, Y.H. and Wu, C.H. and Kuo, C.C.J.",
TITLE = "TBAL: Two-stage batch-mode active learning for image classification",
JOURNAL = SP:IC,
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YEAR = "2022",
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AUTHOR = "Yang, Y.Z. and Loog, M.",
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YEAR = "2022",
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AUTHOR = "Kocanaogullari, A. and Akcakaya, M. and Erdogmus, D.",
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Analysis and Decision Geometry",
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AUTHOR = "Chen, X. and Wujek, B.",
TITLE = "A Unified Framework for Automatic Distributed Active Learning",
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AUTHOR = "Du, P. and Chen, H. and Zhao, S. and Chai, S.W. and Chen, H. and Li, C.P.",
TITLE = "Contrastive Active Learning Under Class Distribution Mismatch",
JOURNAL = PAMI,
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YEAR = "2023",
NUMBER = "4",
MONTH = "April",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144616"}
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AUTHOR = "Du, P. and Zhao, S. and Chen, H. and Chai, S.W. and Chen, H. and Li, C.P.",
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Mismatch",
BOOKTITLE = ICCV21,
YEAR = "2021",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144617"}
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AUTHOR = "Guo, J.F. and Pang, Z.Q. and Bai, M.Y. and Xiao, Y.B. and Zhang, J.",
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JOURNAL = IET-IPR,
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YEAR = "2023",
NUMBER = "5",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144618"}
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AUTHOR = "Wang, Z.M. and Chen, Z.X. and Du, B.",
TITLE = "Active Learning With Co-Auxiliary Learning and Multi-Level Diversity
for Image Classification",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "3899-3911",
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AUTHOR = "Shoham, N. and Avron, H.",
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to Single Shot Deep Active Learning",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "10",
MONTH = "October",
PAGES = "11766-11777",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144620"}
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AUTHOR = "Wang, M. and Wen, T. and Jiang, X.Y. and Zhang, A.A.",
TITLE = "Open set transfer learning through distribution driven active
learning",
JOURNAL = PR,
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YEAR = "2024",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144621"}
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AUTHOR = "Li, W.W. and Qian, W. and Chen, L. and Jia, X.",
TITLE = "Sample diversity selection strategy based on label distribution
morphology for active label distribution learning",
JOURNAL = PR,
VOLUME = "150",
YEAR = "2024",
PAGES = "110322",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144622"}
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AUTHOR = "Tan, W. and Du, L. and Buntine, W.",
TITLE = "Bayesian Estimate of Mean Proper Scores for Diversity-Enhanced Active
Learning",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "5",
MONTH = "May",
PAGES = "3463-3479",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144623"}
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AUTHOR = "Han, Y.C. and Liu, D.J. and Shang, J.X. and Zheng, L. and Zhong, J. and Cao, W.W. and Sun, H. and Xie, W.",
TITLE = "BALQUE: Batch active learning by querying unstable examples with
calibrated confidence",
JOURNAL = PR,
VOLUME = "151",
YEAR = "2024",
PAGES = "110385",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144624"}
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AUTHOR = "Hu, Q.H. and Ji, L. and Wang, Y. and Zhao, S. and Lin, Z.B.",
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JOURNAL = PR,
VOLUME = "151",
YEAR = "2024",
PAGES = "110384",
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AUTHOR = "Yang, J.C. and Ma, S. and Zhang, Z. and Li, Y. and Xiao, S. and Wen, J. and Lu, W. and Gao, X.B.",
TITLE = "Say No to Redundant Information: Unsupervised Redundant Feature
Elimination for Active Learning",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "7721-7733",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144626"}
@article{bb148695,
AUTHOR = "Ju, W. and Mao, Z.Y. and Qiao, Z.Y. and Qin, Y.F. and Yi, S. and Xiao, Z.P. and Luo, X. and Fu, Y.J. and Zhang, M.",
TITLE = "Focus on informative graphs! Semi-supervised active learning for
graph-level classification",
JOURNAL = PR,
VOLUME = "153",
YEAR = "2024",
PAGES = "110567",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144627"}
@article{bb148696,
AUTHOR = "Lee, J. and Kim, E.",
TITLE = "Active Learning With Long-Range Observation",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "1990-1994",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144628"}
@article{bb148697,
AUTHOR = "Zhang, B.C. and Li, L. and Zha, Z.J. and Luo, J.B. and Huang, Q.M.",
TITLE = "Downstream-Pretext Domain Knowledge Traceback for Active Learning",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "10585-10596",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144629"}
@article{bb148698,
AUTHOR = "Chen, Z.H. and Zhao, W.J. and Liu, J.Y. and Xie, P. and Hou, S. and Nian, Y.J. and Yang, X.C. and Ma, R.Y. and Ding, H.Y. and Xiao, J.J.",
TITLE = "Active learning for cross-modal cardiac segmentation with sparse
annotation",
JOURNAL = PR,
VOLUME = "162",
YEAR = "2025",
PAGES = "111403",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144630"}
@article{bb148699,
AUTHOR = "Zhou, H. and Yin, H.P. and Wang, B. and Liao, C.L.",
TITLE = "One-pass online learning under evolving feature data streams:
A non-parametric model",
JOURNAL = PR,
VOLUME = "168",
YEAR = "2025",
PAGES = "111719",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144631"}
Last update:Mar 28, 2026 at 17:09:41