@inproceedings{bb150500,
AUTHOR = "Parshotam, K. and Kilickaya, M.",
TITLE = "Continual Learning of Object Instances",
BOOKTITLE = CLVision20,
YEAR = "2020",
PAGES = "907-914",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT146427"}
@inproceedings{bb150501,
AUTHOR = "Mirzadeh, S.I. and Farajtabar, M. and Ghasemzadeh, H.",
TITLE = "Dropout as an Implicit Gating Mechanism For Continual Learning",
BOOKTITLE = CLVision20,
YEAR = "2020",
PAGES = "945-951",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT146428"}
@inproceedings{bb150502,
AUTHOR = "Zhang, J. and Zhang, J.T. and Ghosh, S. and Li, D.W. and Zhu, J.W. and Zhang, H.M. and Wang, Y.L.",
TITLE = "Regularize, Expand and Compress: NonExpansive Continual Learning",
BOOKTITLE = WACV20,
YEAR = "2020",
PAGES = "843-851",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT146429"}
@inproceedings{bb150503,
AUTHOR = "Ostapenko, O. and Puscas, M. and Klein, T. and Jahnichen, P. and Nabi, M.",
TITLE = "Learning to Remember: A Synaptic Plasticity Driven Framework for
Continual Learning",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "11313-11321",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT146430"}
@inproceedings{bb150504,
AUTHOR = "Murata, K. and Toyota, T. and Ohara, K.",
TITLE = "What is Happening Inside a Continual Learning Model?:
A Representation-Based Evaluation of Representational Forgetting",
BOOKTITLE = CLVision20,
YEAR = "2020",
PAGES = "952-956",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT146431"}
@inproceedings{bb150505,
AUTHOR = "Abati, D. and Tomczak, J. and Blankevoort, T. and Calderara, S. and Cucchiara, R. and Bejnordi, B.E.",
TITLE = "Conditional Channel Gated Networks for Task-Aware Continual Learning",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "3930-3939",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT146432"}
@inproceedings{bb150506,
AUTHOR = "Lee, J. and Hong, H.G. and Joo, D. and Kim, J.",
TITLE = "Continual Learning With Extended Kronecker-Factored Approximate
Curvature",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "8998-9007",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT146433"}
@inproceedings{bb150507,
AUTHOR = "Kim, J. and Kim, J. and Kwak, N.",
TITLE = "StackNet: Stacking feature maps for Continual learning",
BOOKTITLE = CLVision20,
YEAR = "2020",
PAGES = "975-982",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT146434"}
@inproceedings{bb150508,
AUTHOR = "Du, X. and Li, Z. and Seo, J. and Liu, F. and Cao, Y.",
TITLE = "Noise-based Selection of Robust Inherited Model for Accurate
Continual Learning",
BOOKTITLE = CLVision20,
YEAR = "2020",
PAGES = "983-988",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT146435"}
@inproceedings{bb150509,
AUTHOR = "Aljundi, R. and Kelchtermans, K. and Tuytelaars, T.",
TITLE = "Task-Free Continual Learning",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "11246-11255",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT146436"}
@inproceedings{bb150510,
AUTHOR = "Park, D.M. and Hong, S. and Han, B.H. and Lee, K.M.",
TITLE = "Continual Learning by Asymmetric Loss Approximation With Single-Side
Overestimation",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "3334-3343",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT146437"}
@inproceedings{bb150511,
AUTHOR = "El Khatib, A. and Karray, F.",
TITLE = "Strategies for Improving Single-Head Continual Learning Performance",
BOOKTITLE = ICIAR19,
YEAR = "2019",
PAGES = "I:452-460",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT146438"}
@inproceedings{bb150512,
AUTHOR = "Hayes, T.L. and Kemker, R. and Cahill, N.D. and Kanan, C.",
TITLE = "New Metrics and Experimental Paradigms for Continual Learning",
BOOKTITLE = DeepLearnRV18,
YEAR = "2018",
PAGES = "2112-21123",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT146439"}
@article{bb150513,
AUTHOR = "Hu, H.X. and Sener, O. and Sha, F. and Koltun, V.",
TITLE = "Drinking From a Firehose:
Continual Learning With Web-Scale Natural Language",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "5",
MONTH = "May",
PAGES = "5684-5696",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617conllm6.html#TT146440"}
@article{bb150514,
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,
VOLUME = "34",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "13152-13163",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617conllm6.html#TT146441"}
@article{bb150515,
AUTHOR = "Yu, J. and Huang, Z.C. and Zhuge, Y.Z. and Zhang, L. and Hu, P. and Wang, D. and Lu, H.C. and He, Y.",
TITLE = "MoE-Adapters++: Toward More Efficient Continual Learning of
Vision-Language Models Via Dynamic Mixture-of-Experts Adapters",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "12",
MONTH = "December",
PAGES = "11912-11928",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617conllm6.html#TT146442"}
@article{bb150516,
AUTHOR = "Chen, Y.Z. and Huang, X. and Zhang, W.",
TITLE = "Large Visual Language Models Continual Learning With Dynamic Mixture
of Experts",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "8301-8316",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617conllm6.html#TT146443"}
@article{bb150517,
AUTHOR = "Fu, H. and Zhao, H. and Dong, J.H. and Ding, H.H. and Zhang, C. and Qian, H.",
TITLE = "IAP: Improving Continual Learning of Vision-Language Models via
Instance-Aware Prompting",
JOURNAL = IP,
VOLUME = "35",
YEAR = "2026",
PAGES = "717-731",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617conllm6.html#TT146444"}
@article{bb150518,
AUTHOR = "Zhang, H.S. and Ji, Z. and Liu, J.R. and Pang, Y.W. and Han, J.G.",
TITLE = "Multi-Stage Knowledge Integration of Vision-Language Models for
Continual Learning",
JOURNAL = IP,
VOLUME = "35",
YEAR = "2026",
PAGES = "615-628",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617conllm6.html#TT146445"}
@article{bb150519,
AUTHOR = "Liu, Y.Y. and Po, L.M. and Hung, F. and Wang, Z. and Wu, H.X. and Jiang, Z. and Li, K. and Xu, X. and Cheung, K.W.",
TITLE = "CSBoRA: A continual learning method for large language models with
true orthogonality and reduced forgetting",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113782",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617conllm6.html#TT146446"}
@article{bb150520,
AUTHOR = "He, C.Y. and Qiu, Z. and Meng, F.M. and Xu, L.F. and Wu, Q.B. and Li, H.L.",
TITLE = "DesCLIP: Robust Continual Learning via General Attribute Descriptions
for VLM-Based Visual Recognition",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "5021-5035",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617conllm6.html#TT146447"}
@article{bb150521,
AUTHOR = "Li, X.G. and Guo, C. and Tang, X. and Jie, Y.",
TITLE = "RectLoRA: Subspace parameter-efficient fine-tuning for continual
adaptation of LLMs and LVMs",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113887",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617conllm6.html#TT146448"}
@inproceedings{bb150522,
AUTHOR = "Ma, Y. and Ren, H.T. and Wang, B. and Jin, J.G. and Velipasalar, S. and Qiu, Q.",
TITLE = "LVP-CLIP: Revisiting CLIP for Continual Learning with Label Vector
Pool",
BOOKTITLE = "MULA25",
YEAR = "2025",
PAGES = "231-240",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617conllm6.html#TT146449"}
@inproceedings{bb150523,
AUTHOR = "Yu, L. and Han, H.Y. and Tao, Z. and Yao, H.T. and Xu, C.S.",
TITLE = "Language Guided Concept Bottleneck Models for Interpretable Continual
Learning",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "14976-14986",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617conllm6.html#TT146450"}
@inproceedings{bb150524,
AUTHOR = "Yu, Y.C. and Huang, C.P. and Chen, J.J. and Chang, K.P. and Lai, Y.H. and Yang, F.E. and Wang, Y.C.A.F.",
TITLE = "Select and Distill: Selective Dual-teacher Knowledge Transfer for
Continual Learning on Vision-language Models",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XXVI: 219-236",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617conllm6.html#TT146451"}
@inproceedings{bb150525,
AUTHOR = "Tang, L.X. and Tian, Z. and Li, K. and He, C.M. and Zhou, H.T. and Zhao, H.S. and Li, X. and Jia, J.Y.",
TITLE = "Mind the Interference: Retaining Pre-trained Knowledge in Parameter
Efficient Continual Learning of Vision-language Models",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XXXVI: 346-365",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617conllm6.html#TT146452"}
@inproceedings{bb150526,
AUTHOR = "Yu, J. and Zhuge, Y.Z. and Zhang, L. and Hu, P. and Wang, D. and Lu, H.C. and He, Y.",
TITLE = "Boosting Continual Learning of Vision-Language Models via
Mixture-of-Experts Adapters",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "23219-23230",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617conllm6.html#TT146453"}
@inproceedings{bb150527,
AUTHOR = "Roy, A. and Moulick, R. and Verma, V.K. and Ghosh, S. and Das, A.",
TITLE = "Convolutional Prompting meets Language Models for Continual Learning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "23616-23626",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617conllm6.html#TT146454"}
@inproceedings{bb150528,
AUTHOR = "Ni, B.L. and Zhao, H.B. and Zhang, C.H. and Hu, K. and Meng, G.F. and Zhang, Z.X. and Xiang, S.M.",
TITLE = "Enhancing Visual Continual Learning with Language-Guided Supervision",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "24068-24077",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617conllm6.html#TT146455"}
@inproceedings{bb150529,
AUTHOR = "Qi, B.Q. and Chen, X. and Gao, J.Q. and Li, D. and Liu, J.X. and Wu, L.G. and Zhou, B.",
TITLE = "Interactive Continual Learning: Fast and Slow Thinking",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "12882-12892",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617conllm6.html#TT146456"}
@inproceedings{bb150530,
AUTHOR = "Verma, V. and Mehta, N. and Liang, K.J. and Mishra, A. and Carin, L.",
TITLE = "Meta-Learned Attribute Self-Interaction Network for Continual and
Generalized Zero-Shot Learning",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "2709-2719",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617conllm6.html#TT146457"}
@inproceedings{bb150531,
AUTHOR = "Khan, M.G.Z.A. and Naeem, M.F. and Van Gool, L.J. and Stricker, D. and Tombari, F. and Afzal, M.Z.",
TITLE = "Introducing Language Guidance in Prompt-based Continual Learning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "11429-11439",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617conllm6.html#TT146458"}
@inproceedings{bb150532,
AUTHOR = "Zheng, Z.W. and Ma, M.Y. and Wang, K. and Qin, Z.H. and Yue, X.Y. and You, Y.",
TITLE = "Preventing Zero-Shot Transfer Degradation in Continual Learning of
Vision-Language Models",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "19068-19079",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617conllm6.html#TT146459"}
@article{bb150533,
AUTHOR = "Zhan, Y.S. and Ammar, H.B. and Taylor, M.E.",
TITLE = "Scalable lifelong reinforcement learning",
JOURNAL = PR,
VOLUME = "72",
YEAR = "2017",
NUMBER = "1",
PAGES = "407-418",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146460"}
@article{bb150534,
AUTHOR = "Ye, F. and Bors, A.G.",
TITLE = "Lifelong Teacher-Student Network Learning",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "6280-6296",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146461"}
@inproceedings{bb150535,
AUTHOR = "Ye, F. and Bors, A.G.",
TITLE = "Learning Latent Representations Across Multiple Data Domains Using
Lifelong VaeGAN",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XX:777-795",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146462"}
@article{bb150536,
AUTHOR = "Ye, F. and Bors, A.G.",
TITLE = "Continual Unsupervised Generative Modeling",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "8",
MONTH = "August",
PAGES = "6256-6273",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146463"}
@inproceedings{bb150537,
AUTHOR = "Ye, F. and Bors, A.G.",
TITLE = "Lifelong Infinite Mixture Model Based on Knowledge-Driven Dirichlet
Process",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "10675-10684",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146464"}
@inproceedings{bb150538,
AUTHOR = "Ye, F. and Bors, A.G.",
TITLE = "Lifelong learning of interpretable image representations",
BOOKTITLE = IPTA20,
YEAR = "2020",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146465"}
@article{bb150539,
AUTHOR = "Ye, F. and Bors, A.G.",
TITLE = "Online task-free continual learning via Expansible Vision Transformer",
JOURNAL = PR,
VOLUME = "169",
YEAR = "2026",
PAGES = "111730",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146466"}
@inproceedings{bb150540,
AUTHOR = "Ye, F. and Bors, A.G.",
TITLE = "Online Task-Free Continual Learning via Dynamic Expansionable Memory
Distribution",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "20512-20522",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146467"}
@inproceedings{bb150541,
AUTHOR = "Ye, F. and Bors, A.G.",
TITLE = "Online Task-Free Continual Generative and Discriminative Learning via
Dynamic Cluster Memory",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "26202-26212",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146468"}
@inproceedings{bb150542,
AUTHOR = "Ye, F. and Bors, A.G.",
TITLE = "Wasserstein Expansible Variational Autoencoder for Discriminative and
Generative Continual Learning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "18619-18629",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146469"}
@inproceedings{bb150543,
AUTHOR = "Ye, F. and Bors, A.G.",
TITLE = "Self-Evolved Dynamic Expansion Model for Task-Free Continual Learning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "22045-22055",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146470"}
@inproceedings{bb150544,
AUTHOR = "Ye, F. and Bors, A.G.",
TITLE = "Learning an Evolved Mixture Model for Task-Free Continual Learning",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "1936-1940",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146471"}
@inproceedings{bb150545,
AUTHOR = "Ye, F. and Bors, A.G.",
TITLE = "Lifelong Twin Generative Adversarial Networks",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "1289-1293",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146472"}
@article{bb150546,
AUTHOR = "Lan, C.L. and Feng, F. and Liu, Q. and She, Q. and Yang, Q. and Hao, X.Y. and Mashkin, I. and Kei, K.S. and Qiang, D. and Lomonaco, V. and Shi, X.S. and Wang, Z.W. and Guo, Y. and Zhang, Y.M. and Qiao, F. and Chan, R.H.M.",
TITLE = "Towards lifelong object recognition: A dataset and benchmark",
JOURNAL = PR,
VOLUME = "130",
YEAR = "2022",
PAGES = "108819",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146473"}
@article{bb150547,
AUTHOR = "Dong, J.H. and Cong, Y. and Sun, G. and Zhang, T.",
TITLE = "Lifelong robotic visual-tactile perception learning",
JOURNAL = PR,
VOLUME = "121",
YEAR = "2022",
PAGES = "108176",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146474"}
@article{bb150548,
AUTHOR = "Liu, Y.Y. and Cong, Y. and Sun, G. and Ding, Z.M.",
TITLE = "Lifelong Visual-Tactile Spectral Clustering for Robotic Object
Perception",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "818-829",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146475"}
@article{bb150549,
AUTHOR = "Yang, S.J. and Cai, Z.C.",
TITLE = "Cross Domain Lifelong Learning Based on Task Similarity",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "10",
MONTH = "October",
PAGES = "11612-11623",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146476"}
@article{bb150550,
AUTHOR = "Vogelstein, J.T. and Dey, J. and Helm, H.S. and LeVine, W. and Mehta, R.D. and Tomita, T.M. and Xu, H.Y. and Geisa, A. and Wang, Q.Y. and van de Ven, G.M. and Gao, C.Y. and Yang, W.W. and Tower, B. and Larson, J. and White, C.M. and Priebe, C.E.",
TITLE = "Simple Lifelong Learning Machines",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "10033-10046",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146477"}
@article{bb150551,
AUTHOR = "Zheng, J.H. and Shi, C.M. and Cai, X. and Li, Q. and Zhang, D. and Li, C.X. and Yu, D. and Ma, Q.L.",
TITLE = "Lifelong Learning of Large Language Model Based Agents: A Roadmap",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "5",
MONTH = "May",
PAGES = "5552-5571",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146478"}
@article{bb150552,
AUTHOR = "Ouyang, S. and Yuan, H.L. and Wang, D.L. and Sun, Y. and Ren, Z.W. and Li, X.F.",
TITLE = "CLIP-Driven Lifelong multi-view clustering",
JOURNAL = PR,
VOLUME = "178",
YEAR = "2026",
PAGES = "113425",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146479"}
@article{bb150553,
AUTHOR = "Shi, J.F. and Pan, H. and Huang, K.",
TITLE = "Lifelong memory organization: Incremental multi-modal data fusion via
Bayesian clustering and large language models",
JOURNAL = PRL,
VOLUME = "204",
YEAR = "2026",
PAGES = "48-54",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146480"}
@article{bb150554,
AUTHOR = "Wang, Y.Y. and Li, Y.H. and Cao, X.M. and Yu, H. and Liu, J. and Yang, X.",
TITLE = "Lifelong multi-view clustering with anchor-prototype collaboration",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113424",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146481"}
@inproceedings{bb150555,
AUTHOR = "Hasan, M.M. and Sami, S.M. and Nasrabadi, N.",
TITLE = "CLFace: A Scalable and Resource-Efficient Continual Learning
Framework for Lifelong Face Recognition",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "5082-5091",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146482"}
@inproceedings{bb150556,
AUTHOR = "Solomon, I. and Aung, A.P.P. and Kumar, U. and Jayavelu, S.",
TITLE = "U-Tell: Unsupervised Task Expert Lifelong Learning",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "1057-1063",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146483"}
@inproceedings{bb150557,
AUTHOR = "Lekkala, K. and Bhargava, E. and Itti, L.",
TITLE = "Evaluating Pretrained Models for Deployable Lifelong Learning",
BOOKTITLE = Pretrain24,
YEAR = "2024",
PAGES = "561-569",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146484"}
@inproceedings{bb150558,
AUTHOR = "Srivastava, S. and Yaqub, M. and Nandakumar, K.",
TITLE = "Lifelong Learning of Task-Parameter Relationships for Knowledge
Transfer",
BOOKTITLE = CLVision23,
YEAR = "2023",
PAGES = "2525-2534",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146485"}
@inproceedings{bb150559,
AUTHOR = "Wang, W.J. and Hu, Y.Q. and Chen, Q.L. and Zhang, Y.",
TITLE = "Task Difficulty Aware Parameter Allocation and Regularization for
Lifelong Learning",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "7776-7785",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146486"}
@inproceedings{bb150560,
AUTHOR = "Yu, X.F. and Guo, Y.H. and Gao, S. and Rosing, T.",
TITLE = "SCALE: Online Self-Supervised Lifelong Learning without Prior
Knowledge",
BOOKTITLE = CLVision23,
YEAR = "2023",
PAGES = "2484-2495",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146487"}
@inproceedings{bb150561,
AUTHOR = "Wang, Z. and Liu, L. and Kong, Y.J. and Guo, J.X. and Tao, D.C.",
TITLE = "Online Continual Learning with Contrastive Vision Transformer",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XX:631-650",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146488"}
@inproceedings{bb150562,
AUTHOR = "Wang, Z. and Liu, L. and Duan, Y.Q. and Kong, Y.J. and Tao, D.C.",
TITLE = "Continual Learning with Lifelong Vision Transformer",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "171-181",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146489"}
@inproceedings{bb150563,
AUTHOR = "Wang, R. and Bao, Y.X. and Zhang, B.C. and Liu, J.Z. and Zhu, W.T. and Guo, G.D.",
TITLE = "Anti-retroactive Interference for Lifelong Learning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXIV:163-178",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146490"}
@inproceedings{bb150564,
AUTHOR = "Araujo, V. and Hurtado, J. and Soto, A. and Moens, M.F.",
TITLE = "Entropy-based Stability-Plasticity for Lifelong Learning",
BOOKTITLE = CLVision22,
YEAR = "2022",
PAGES = "3720-3727",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146491"}
@inproceedings{bb150565,
AUTHOR = "Wang, C. and Qiu, Y.H. and Gao, D. and Scherer, S.",
TITLE = "Lifelong Graph Learning",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "13709-13718",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146492"}
@inproceedings{bb150566,
AUTHOR = "Hayes, T.L. and Kanan, C.",
TITLE = "Lifelong Machine Learning with Deep Streaming Linear Discriminant
Analysis",
BOOKTITLE = CLVision20,
YEAR = "2020",
PAGES = "887-896",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146493"}
@inproceedings{bb150567,
AUTHOR = "Zhai, M.Y. and Chen, L. and Mori, G.",
TITLE = "Hyper-LifelongGAN: Scalable Lifelong Learning for Image Conditioned
Generation",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "2246-2255",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146494"}
@inproceedings{bb150568,
AUTHOR = "Zhai, M.Y. and Chen, L. and He, J.W. and Nawhal, M. and Tung, F. and Mori, G.",
TITLE = "Piggyback GAN:
Efficient Lifelong Learning for Image Conditioned Generation",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXI:397-413",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146495"}
@inproceedings{bb150569,
AUTHOR = "Zhai, M.Y. and Chen, L. and Tung, F. and He, J.W. and Nawhal, M. and Mori, G.",
TITLE = "Lifelong GAN: Continual Learning for Conditional Image Generation",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "2759-2768",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146496"}
@inproceedings{bb150570,
AUTHOR = "Elhoseiny, M. and Babiloni, F. and Aljundi, R. and Rohrbach, M. and Paluri, M. and Tuytelaars, T.",
TITLE = "Exploring the Challenges Towards Lifelong Fact Learning",
BOOKTITLE = ACCV18,
YEAR = "2018",
PAGES = "VI:66-84",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146497"}
@inproceedings{bb150571,
AUTHOR = "Aljundi, R. and Chakravarty, P. and Tuytelaars, T.",
TITLE = "Expert Gate: Lifelong Learning with a Network of Experts",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "7120-7129",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146498"}
@inproceedings{bb150572,
AUTHOR = "Rannen, A. and Aljundi, R. and Blaschko, M.B. and Tuytelaars, T.",
TITLE = "Encoder Based Lifelong Learning",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "1329-1337",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146499"}
@inproceedings{bb150573,
AUTHOR = "Aljundi, R. and Babiloni, F. and Elhoseiny, M. and Rohrbach, M. and Tuytelaars, T.",
TITLE = "Memory Aware Synapses: Learning What (not) to Forget",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "III: 144-161",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617life5.html#TT146500"}
@article{bb150574,
AUTHOR = "Wang, G.X. and Ren, P.",
TITLE = "Hyperspectral Image Classification with Feature-Oriented Adversarial
Active Learning",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "23",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT146501"}
@article{bb150575,
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",
NUMBER = "2",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT146502"}
@article{bb150576,
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",
PAGES = "230-236",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT146503"}
@article{bb150577,
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",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT146504"}
@article{bb150578,
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#TT146505"}
@article{bb150579,
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#TT146506"}
@article{bb150580,
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#TT146507"}
@article{bb150581,
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#TT146508"}
@inproceedings{bb150582,
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#TT146509"}
@article{bb150583,
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,
VOLUME = "106",
YEAR = "2022",
PAGES = "116731",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT146510"}
@article{bb150584,
AUTHOR = "Yang, Y.Z. and Loog, M.",
TITLE = "To Actively Initialize Active Learning",
JOURNAL = PR,
VOLUME = "131",
YEAR = "2022",
PAGES = "108836",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT146511"}
@article{bb150585,
AUTHOR = "Kocanaogullari, A. and Akcakaya, M. and Erdogmus, D.",
TITLE = "Stopping Criterion Design for Recursive Bayesian Classification:
Analysis and Decision Geometry",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "5590-5601",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT146512"}
@article{bb150586,
AUTHOR = "Chen, X. and Wujek, B.",
TITLE = "A Unified Framework for Automatic Distributed Active Learning",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "9774-9786",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT146513"}
@article{bb150587,
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,
VOLUME = "45",
YEAR = "2023",
NUMBER = "4",
MONTH = "April",
PAGES = "4260-4273",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT146514"}
@inproceedings{bb150588,
AUTHOR = "Du, P. and Zhao, S. and Chen, H. and Chai, S.W. and Chen, H. and Li, C.P.",
TITLE = "Contrastive Coding for Active Learning under Class Distribution
Mismatch",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "8907-8916",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT146515"}
@article{bb150589,
AUTHOR = "Guo, J.F. and Pang, Z.Q. and Bai, M.Y. and Xiao, Y.B. and Zhang, J.",
TITLE = "Independency-enhancing adversarial active learning",
JOURNAL = IET-IPR,
VOLUME = "17",
YEAR = "2023",
NUMBER = "5",
PAGES = "1427-1437",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT146516"}
@article{bb150590,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT146517"}
@article{bb150591,
AUTHOR = "Shoham, N. and Avron, H.",
TITLE = "Experimental Design for Overparameterized Learning With Application
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#TT146518"}
@article{bb150592,
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,
VOLUME = "146",
YEAR = "2024",
PAGES = "110055",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT146519"}
@article{bb150593,
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#TT146520"}
@article{bb150594,
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#TT146521"}
@article{bb150595,
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#TT146522"}
@article{bb150596,
AUTHOR = "Hu, Q.H. and Ji, L. and Wang, Y. and Zhao, S. and Lin, Z.B.",
TITLE = "Uncertainty-driven active developmental learning",
JOURNAL = PR,
VOLUME = "151",
YEAR = "2024",
PAGES = "110384",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT146523"}
@article{bb150597,
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#TT146524"}
@article{bb150598,
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#TT146525"}
@article{bb150599,
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#TT146526"}
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