@article{bb152600,
        AUTHOR = "Guo, T. and Liang, J.Q. and Liang, J. and Xie, G.S.",
        TITLE = "Cross-modal propagation network for generalized zero-shot learning",
        JOURNAL = PRL,
        VOLUME = "159",
        YEAR = "2022",
        PAGES = "125-131",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148536"}

@article{bb152601,
        AUTHOR = "Zhang, J. and Song, J.K. and Gao, L. and Liu, Y. and Shen, H.T.",
        TITLE = "Progressive Meta-Learning With Curriculum",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "5916-5930",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148537"}

@article{bb152602,
        AUTHOR = "Hu, Z. and Li, W. and Gan, Z.X. and Guo, W. and Zhu, J. and Wen, J.Z.Q. and Zhou, D.",
        TITLE = "Learning From Visual Demonstrations via Replayed Task-Contrastive
Model-Agnostic Meta-Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "8756-8767",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148538"}

@article{bb152603,
        AUTHOR = "Bing, Z.S. and Lerch, D. and Huang, K. and Knoll, A.",
        TITLE = "Meta-Reinforcement Learning in Non-Stationary and Dynamic
Environments",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "3476-3491",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148539"}

@article{bb152604,
        AUTHOR = "Bing, Z.S. and Yun, Y.Q. and Huang, K. and Knoll, A.",
        TITLE = "Context-Based Meta-Reinforcement Learning With Bayesian Nonparametric
Models",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "6948-6965",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148540"}

@article{bb152605,
        AUTHOR = "Martins, V.E. and Cano, A. and Barbon Junior, S.",
        TITLE = "Meta-learning for dynamic tuning of active learning on stream
classification",
        JOURNAL = PR,
        VOLUME = "138",
        YEAR = "2023",
        PAGES = "109359",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148541"}

@article{bb152606,
        AUTHOR = "Li, Y. and Liu, Z. and Yao, L. and Chang, X.J.",
        TITLE = "Attribute-Modulated Generative Meta Learning for Zero-Shot Learning",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "1600-1610",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148542"}

@article{bb152607,
        AUTHOR = "Jiang, S.Q. and Zhu, Y.H. and Liu, C.L. and Song, X.H. and Li, X.Y. and Min, W.Q.",
        TITLE = "Dataset Bias in Few-Shot Image Recognition",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "229-246",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148543"}

@article{bb152608,
        AUTHOR = "Zhang, L. and Zhou, F. and Wei, W. and Zhang, Y.N.",
        TITLE = "Meta-Hallucinating Prototype for Few-Shot Learning Promotion",
        JOURNAL = PR,
        VOLUME = "136",
        YEAR = "2023",
        PAGES = "109235",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148544"}

@article{bb152609,
        AUTHOR = "Cheng, J. and Hao, F.S. and He, F.X. and Liu, L. and Zhang, Q.S.",
        TITLE = "Mixer-Based Semantic Spread for Few-Shot Learning",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "191-202",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148545"}

@article{bb152610,
        AUTHOR = "Ye, H.J. and Han, L. and Zhan, D.C.",
        TITLE = "Revisiting Unsupervised Meta-Learning via the Characteristics of
Few-Shot Tasks",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "3721-3737",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148546"}

@article{bb152611,
        AUTHOR = "Tabealhojeh, H. and Adibi, P. and Karshenas, H. and Roy, S.K. and Harandi, M.",
        TITLE = "RMAML: Riemannian meta-learning with orthogonality constraints",
        JOURNAL = PR,
        VOLUME = "140",
        YEAR = "2023",
        PAGES = "109563",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148547"}

@article{bb152612,
        AUTHOR = "Zhao, Y.Q. and Cheung, N.M.",
        TITLE = "FS-BAN: Born-Again Networks for Domain Generalization Few-Shot
Classification",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "2252-2266",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148548"}

@article{bb152613,
        AUTHOR = "Zhang, B.Q. and Jiang, H. and Li, X. and Feng, S.S. and Ye, Y.M. and Luo, C. and Ye, R.",
        TITLE = "MetaDT: Meta Decision Tree With Class Hierarchy for Interpretable
Few-Shot Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2826-2838",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148549"}

@article{bb152614,
        AUTHOR = "Peng, D. and Pan, S.J.L.",
        TITLE = "Clustered Task-Aware Meta-Learning by Learning from Learning Paths",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "9426-9438",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148550"}

@article{bb152615,
        AUTHOR = "Gao, Z. and Wu, Y.W. and Harandi, M. and Jia, Y.D.",
        TITLE = "Curvature-Adaptive Meta-Learning for Fast Adaptation to Manifold Data",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1545-1562",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148551"}

@article{bb152616,
        AUTHOR = "Nguyen, C. and Do, T.T. and Carneiro, G.",
        TITLE = "PAC-Bayes Meta-Learning With Implicit Task-Specific Posteriors",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "841-851",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148552"}

@article{bb152617,
        AUTHOR = "Baik, S. and Choi, M. and Choi, J. and Kim, H. and Lee, K.M.",
        TITLE = "Learning to Learn Task-Adaptive Hyperparameters for Few-Shot Learning",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1441-1454",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148553"}

@inproceedings{bb152618,
        AUTHOR = "Oh, J. and Baik, S. and Lee, K.M.",
        TITLE = "Closer: Towards Better Representation Learning for Few-shot
Class-incremental Learning",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XLIX: 18-35",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148554"}

@inproceedings{bb152619,
        AUTHOR = "Baik, S. and Choi, J. and Kim, H. and Cho, D. and Min, J. and Lee, K.M.",
        TITLE = "Meta-Learning with Task-Adaptive Loss Function for Few-Shot Learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "9445-9454",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148555"}

@article{bb152620,
        AUTHOR = "Wang, R.H. and Falk, J.I.T. and Pontil, M. and Ciliberto, C.",
        TITLE = "Robust Meta-Representation Learning via Global Label Inference and
Classification",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1996-2010",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148556"}

@article{bb152621,
        AUTHOR = "Wang, C.K. and Zheng, W.Z. and Zhu, Z. and Zhou, J. and Lu, J.W.",
        TITLE = "Introspective Deep Metric Learning",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1964-1980",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148557"}

@article{bb152622,
        AUTHOR = "Yan, X.G. and Shao, F. and Chen, H.W. and Jiang, Q.P.",
        TITLE = "Hybrid CNN-transformer based meta-learning approach for personalized
image aesthetics assessment",
        JOURNAL = JVCIR,
        VOLUME = "98",
        YEAR = "2024",
        PAGES = "104044",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148558"}

@article{bb152623,
        AUTHOR = "Zhang, W. and Wang, X.S. and Wang, H.Y. and Cheng, Y.",
        TITLE = "Causal Meta-Reinforcement Learning for Multimodal Remote Sensing Data
Classification",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "6",
        PAGES = "1055",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148559"}

@article{bb152624,
        AUTHOR = "Wang, Y. and Huang, C.Q. and Li, M. and Huang, Q.H. and Wu, X.M. and Wu, J.",
        TITLE = "AG-Meta: Adaptive graph meta-learning via representation consistency
over local subgraphs",
        JOURNAL = PR,
        VOLUME = "151",
        YEAR = "2024",
        PAGES = "110387",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148560"}

@article{bb152625,
        AUTHOR = "Vettoruzzo, A. and Bouguelia, M.R. and Vanschoren, J. and Rognvaldsson, T. and Santosh, K.",
        TITLE = "Advances and Challenges in Meta-Learning: A Technical Review",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4763-4779",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148561"}

@article{bb152626,
        AUTHOR = "Liu, R.S. and Gao, J.X. and Liu, X. and Fan, X.",
        TITLE = "Learning With Constraint Learning: New Perspective, Solution Strategy
and Various Applications",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "5026-5043",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148562"}

@article{bb152627,
        AUTHOR = "Zhu, Y.H. and Liu, Y.N. and Wang, C.P. and Wang, S.M. and Lu, M.Y.",
        TITLE = "Intermediate Domain-Based Meta Learning Framework for Adaptive Object
Detection",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "5255-5265",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148563"}

@article{bb152628,
        AUTHOR = "Xia, Y.W. and Zhang, M.Q. and Liu, Q. and Wang, L. and Wu, S. and Zhang, X.Y. and Wang, L.",
        TITLE = "MetaTKG++: Learning evolving factor enhanced meta-knowledge for
temporal knowledge graph reasoning",
        JOURNAL = PR,
        VOLUME = "155",
        YEAR = "2024",
        PAGES = "110629",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148564"}

@article{bb152629,
        AUTHOR = "Nguyen, M.H. and Hosoya, L.S.S. and Guyon, I.",
        TITLE = "Meta-learning from learning curves for budget-limited algorithm
selection",
        JOURNAL = PRL,
        VOLUME = "185",
        YEAR = "2024",
        PAGES = "225-231",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148565"}

@article{bb152630,
        AUTHOR = "Sinha, I.K. and Verma, S. and Singh, K.P.",
        TITLE = "FAM: Adaptive federated meta-learning for MRI data",
        JOURNAL = PRL,
        VOLUME = "186",
        YEAR = "2024",
        PAGES = "205-212",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148566"}

@article{bb152631,
        AUTHOR = "Wang, J.Y. and Qiang, W.W. and Su, X.Z. and Zheng, C.W. and Sun, F.C. and Xiong, H.",
        TITLE = "Towards Task Sampler Learning for Meta-Learning",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "5534-5564",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148567"}

@article{bb152632,
        AUTHOR = "Voon, W. and Hum, Y.C. and Tee, Y.K. and Yap, W.S. and Lai, K.W. and Nisar, H. and Mokayed, H.",
        TITLE = "Trapezoidal Step Scheduler for Model-Agnostic Meta-Learning in
Medical Imaging",
        JOURNAL = PR,
        VOLUME = "161",
        YEAR = "2025",
        PAGES = "111316",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148568"}

@article{bb152633,
        AUTHOR = "Wang, M. and Leng, Z.X. and Hu, P.P. and Huang, J.J. and Wang, B. and Zhou, K. and Hu, G. and Yan, B.C. and Wu, L. and Xu, Y.L. and Wan, Q. and Zhou, Z.G.",
        TITLE = "FRCAE: Feature regularization meta-learning with channel-wise
attention expansion",
        JOURNAL = PR,
        VOLUME = "171",
        YEAR = "2026",
        PAGES = "112334",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148569"}

@article{bb152634,
        AUTHOR = "Chen, Y. and Pedrycz, W. and Zhang, C. and Wang, J. and Yang, J.",
        TITLE = "Oversampling With GAN via Meta-Learning for Imbalanced Data",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "8819-8834",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148570"}

@article{bb152635,
        AUTHOR = "Cui, J.R. and Liufu, B. and Dong, C.J. and Ke, J.C. and Wen, J.",
        TITLE = "Deep Multi-View Clustering With Meta Information Compression",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "7514-7527",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148571"}

@inproceedings{bb152636,
        AUTHOR = "Bae, W. and Wang, J. and Sutherland, D.J.",
        TITLE = "Exploring Active Learning in Meta-learning:
Enhancing Context Set Labeling",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXXIX: 279-296",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148572"}

@inproceedings{bb152637,
        AUTHOR = "Sun, G.X. and Dabral, R. and Fua, P. and Theobalt, C. and Habermann, M.",
        TITLE = "Metacap: Meta-learning Priors from Multi-view Imagery for Sparse-view
Human Performance Capture and Rendering",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XLVI: 341-361",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148573"}

@inproceedings{bb152638,
        AUTHOR = "Sun, Y.P. and Chen, J.H. and Zhang, S. and Zhang, X.Y. and Chen, Q. and Zhang, G. and Ding, E. and Wang, J.D. and Li, Z.C.",
        TITLE = "VRP-SAM: SAM with Visual Reference Prompt",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "23565-23574",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148574"}

@inproceedings{bb152639,
        AUTHOR = "Long, L. and Wang, H. and Jiang, Z.J. and Feng, L. and Yao, C. and Chen, G. and Zhao, J.",
        TITLE = "Positive-Unlabeled Learning by Latent Group-Aware Meta Disambiguation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "23138-23147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148575"}

@inproceedings{bb152640,
        AUTHOR = "Zhan, D.L. and Anderson, J.",
        TITLE = "Data-Efficient and Robust Task Selection for Meta-Learning",
        BOOKTITLE = ECV24,
        YEAR = "2024",
        PAGES = "8056-8065",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148576"}

@inproceedings{bb152641,
        AUTHOR = "Jain, N. and Suggala, A.S. and Shenoy, P.",
        TITLE = "Improving Generalization via Meta-Learning on Hard Samples",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "27590-27599",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148577"}

@inproceedings{bb152642,
        AUTHOR = "Park, J. and Ko, J. and Kim, H.W.J.",
        TITLE = "Prompt Learning via Meta-Regularization",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "26930-26940",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148578"}

@inproceedings{bb152643,
        AUTHOR = "Wei, Y.X. and Hu, Z.X. and Wang, Z. and Shen, L. and Yuan, C. and Tao, D.C.",
        TITLE = "Free: Faster and Better Data-Free Meta-Learning",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "23273-23282",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148579"}

@inproceedings{bb152644,
        AUTHOR = "Zhou, Y. and Li, X.H. and Liu, F.Z. and Wei, Q.Y. and Chen, X. and Yu, L.Q. and Xie, C. and Lungren, M.P. and Xing, L.",
        TITLE = "L2B: Learning to Bootstrap Robust Models for Combating Label Noise",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "23523-23533",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148580"}

@inproceedings{bb152645,
        AUTHOR = "Chen, J.J. and Yan, J.B. and Fang, Y.M. and Niu, L.",
        TITLE = "Meta-Point Learning and Refining for Category-Agnostic Pose
Estimation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "23534-23543",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148581"}

@inproceedings{bb152646,
        AUTHOR = "Cetin, E. and Carta, A. and Celiktutan, O.",
        TITLE = "A Simple Recipe to Meta-Learn Forward and Backward Transfer",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "18686-18696",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148582"}

@inproceedings{bb152647,
        AUTHOR = "Wang, L.Z. and Zhou, S. and Zhang, S.H. and Chu, X. and Chang, H. and Zhu, W.W.",
        TITLE = "Improving Generalization of Meta-Learning with Inverted
Regularization at Inner-Level",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "7826-7835",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148583"}

@inproceedings{bb152648,
        AUTHOR = "Hu, Z.X. and Shen, L. and Wang, Z. and Liu, T.L. and Yuan, C. and Tao, D.C.",
        TITLE = "Architecture, Dataset and Model-Scale Agnostic Data-free
Meta-Learning",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "7736-7745",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148584"}

@inproceedings{bb152649,
        AUTHOR = "Subramanyam, R. and Heimann, M. and Jayram, T.S. and Anirudh, R. and Thiagarajan, J.J.",
        TITLE = "Contrastive Knowledge-Augmented Meta-Learning for Few-Shot
Classification",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "2478-2486",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148585"}

@inproceedings{bb152650,
        AUTHOR = "Qin, X.R. and Song, X.H. and Jiang, S.Q.",
        TITLE = "Bi-Level Meta-Learning for Few-Shot Domain Generalization",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "15900-15910",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148586"}

@inproceedings{bb152651,
        AUTHOR = "Kang, S. and Hwang, D. and Eo, M. and Kim, T. and Rhee, W.",
        TITLE = "Meta-Learning with a Geometry-Adaptive Preconditioner",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "16080-16090",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148587"}

@inproceedings{bb152652,
        AUTHOR = "Ragonesi, R. and Morerio, P. and Murino, V.",
        TITLE = "Learning unbiased classifiers from biased data with meta-learning",
        BOOKTITLE = FaDE-TCV23,
        YEAR = "2023",
        PAGES = "1-9",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148588"}

@inproceedings{bb152653,
        AUTHOR = "Simon, C. and Koniusz, P. and Harandi, M.",
        TITLE = "Meta-Learning for Multi-Label Few-Shot Classification",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "346-355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148589"}

@inproceedings{bb152654,
        AUTHOR = "Pan, X.H. and Li, F.",
        TITLE = "Class-wise Attention Reinforcement for Semi-supervised Meta-Learning",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "4479-4485",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148590"}

@inproceedings{bb152655,
        AUTHOR = "Domoguen, J.K.L. and Naval, P.C.",
        TITLE = "Dynamic Model-Agnostic Meta-Learning for Incremental Few-Shot
Learning",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "4927-4933",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148591"}

@inproceedings{bb152656,
        AUTHOR = "Volpi, R. and Larlus, D. and Rogez, G.",
        TITLE = "Continual Adaptation of Visual Representations via Domain
Randomization and Meta-learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "4441-4451",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148592"}

@inproceedings{bb152657,
        AUTHOR = "Cheng, Y.C. and Lin, C.S. and Yang, F.E. and Wang, Y.C.A.F.",
        TITLE = "Few-Shot Classification in Unseen Domains by Episodic Meta-Learning
Across Visual Domains",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "434-438",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148593"}

@inproceedings{bb152658,
        AUTHOR = "Chen, Y.B. and Liu, Z.A. and Xu, H.J. and Darrell, T.J. and Wang, X.L.",
        TITLE = "Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "9042-9051",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148594"}

@inproceedings{bb152659,
        AUTHOR = "Algan, G. and Ulusoy, I.",
        TITLE = "Meta Soft Label Generation for Noisy Labels",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "7142-7148",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148595"}

@inproceedings{bb152660,
        AUTHOR = "Kim, J. and Lee, J.Y. and Park, J. and Min, D.B. and Sohn, K.H.",
        TITLE = "Self-Balanced Learning for Domain Generalization",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "779-783",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148596"}

@inproceedings{bb152661,
        AUTHOR = "Jamal, M.A. and Wang, L.Q. and Gong, B.Q.",
        TITLE = "A Lazy Approach to Long-Horizon Gradient-Based Meta-Learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "6557-6566",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148597"}

@inproceedings{bb152662,
        AUTHOR = "Shu, Y. and Cao, Z.J. and Wang, C.Y. and Wang, J.M. and Long, M.S.",
        TITLE = "Open Domain Generalization with Domain-Augmented Meta-Learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "9619-9628",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148598"}

@inproceedings{bb152663,
        AUTHOR = "Liu, B. and Kang, H. and Li, H. and Hua, G. and Vasconcelos, N.M.",
        TITLE = "Few-Shot Open-Set Recognition Using Meta-Learning",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "8795-8804",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148599"}

@inproceedings{bb152664,
        AUTHOR = "Rajasegaran, J. and Khan, S. and Hayat, M. and Khan, F.S. and Shah, M.",
        TITLE = "iTAML: An Incremental Task-Agnostic Meta-learning Approach",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "13585-13594",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148600"}

@inproceedings{bb152665,
        AUTHOR = "Tseng, H.Y. and Chen, Y.W. and Tsai, Y.H. and Liu, S. and Lin, Y.Y. and Yang, M.H.",
        TITLE = "Regularizing Meta-learning via Gradient Dropout",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "IV:218-234",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148601"}

@inproceedings{bb152666,
        AUTHOR = "Perrett, T. and Masullo, A. and Burghardt, T. and Mirmehdi, M. and Damen, D.",
        TITLE = "Meta-learning with Context-Agnostic Initialisations",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "IV:70-86",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148602"}

@inproceedings{bb152667,
        AUTHOR = "Liu, C.H. and Wang, Z.H. and Sahoo, D. and Fang, Y. and Zhang, K. and Hoi, S.C.H.",
        TITLE = "Adaptive Task Sampling for Meta-learning",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XVIII:752-769",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148603"}

@inproceedings{bb152668,
        AUTHOR = "Puri, R. and Zakhor, A. and Puri, R.",
        TITLE = "Few Shot Learning For Point Cloud Data Using Model Agnostic Meta
Learning",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "1906-1910",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148604"}

@inproceedings{bb152669,
        AUTHOR = "Liu, Q. and Majumder, O. and Achille, A. and Ravichandran, A. and Bhotika, R. and Soatto, S.",
        TITLE = "Incremental Few-shot Meta-learning via Indirect Discriminant Alignment",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "VII:685-701",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148605"}

@inproceedings{bb152670,
        AUTHOR = "Elsken, T. and Staffler, B. and Metzen, J.H. and Hutter, F.",
        TITLE = "Meta-Learning of Neural Architectures for Few-Shot Learning",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "12362-12372",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148606"}

@inproceedings{bb152671,
        AUTHOR = "Rahimpour, A. and Qi, H.",
        TITLE = "Class-Discriminative Feature Embedding For Meta-Learning based
Few-Shot Classification",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "3168-3176",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148607"}

@inproceedings{bb152672,
        AUTHOR = "Li, D. and Hospedales, T.M.",
        TITLE = "Online Meta-learning for Multi-source and Semi-supervised Domain
Adaptation",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XVI: 382-403",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148608"}

@inproceedings{bb152673,
        AUTHOR = "Simon, C. and Koniusz, P. and Nock, R. and Harandi, M.",
        TITLE = "On Modulating the Gradient for Meta-learning",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "VIII:556-572",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148609"}

@inproceedings{bb152674,
        AUTHOR = "Jamal, M.A. and Qi, G.J.",
        TITLE = "Task Agnostic Meta-Learning for Few-Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11711-11719",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148610"}

@inproceedings{bb152675,
        AUTHOR = "Achille, A. and Lam, M. and Tewari, R. and Ravichandran, A. and Maji, S. and Fowlkes, C. and Soatto, S. and Perona, P.",
        TITLE = "Task2Vec: Task Embedding for Meta-Learning",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "6429-6438",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148611"}

@inproceedings{bb152676,
        AUTHOR = "Ding, Y.M. and Tian, X. and Yin, L.R. and Chen, X.B. and Liu, S. and Yang, B. and Zheng, W.F.",
        TITLE = "Multi-scale Relation Network for Few-shot Learning Based on
Meta-learning",
        BOOKTITLE = CVS19,
        YEAR = "2019",
        PAGES = "343-352",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148612"}

@inproceedings{bb152677,
        AUTHOR = "Herath, S. and Harandi, M. and Fernando, B. and Nock, R.",
        TITLE = "Min-Max Statistical Alignment for Transfer Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9280-9289",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148613"}

@inproceedings{bb152678,
        AUTHOR = "Krijthe, J.H. and Ho, T.K. and Loog, M.",
        TITLE = "Improving cross-validation based classifier selection using
meta-learning",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "2873-2876",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT148614"}

@article{bb152679,
        AUTHOR = "Shvaytser, H.",
        TITLE = "Learnable and Nonlearnable Visual Concepts",
        JOURNAL = PAMI,
        VOLUME = "12",
        YEAR = "1990",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "459-466",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT148615"}

@inproceedings{bb152680,
        AUTHOR = "Shvaytser, H.",
        TITLE = "Learnable and Nonlearnable Visual Concepts",
        BOOKTITLE = ICCV88,
        YEAR = "1988",
        PAGES = "264-268",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT148615"}

@article{bb152681,
        AUTHOR = "Bradley, A.P.",
        TITLE = "The Use of the Area Under the ROC Curve in the
Evaluation of Machine Learning Algorithms",
        JOURNAL = PR,
        VOLUME = "30",
        YEAR = "1997",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1145-1159",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT148616"}

@article{bb152682,
        AUTHOR = "Bradley, A.P.",
        TITLE = "ROC curve equivalence using the Kolmogorov-Smirnov test",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "5",
        MONTH = "April",
        PAGES = "470-475",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT148617"}

@inproceedings{bb152683,
        AUTHOR = "Bradley, A.P. and Longstaff, I.D.",
        TITLE = "Sample size estimation using the receiver operating characteristic
curve",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "IV: 428-431",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT148618"}

@article{bb152684,
        AUTHOR = "Gu, H.Z. and Takahashi, H.",
        TITLE = "How Bad May Learning Curves Be?",
        JOURNAL = PAMI,
        VOLUME = "22",
        YEAR = "2000",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1155-1167",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT148619"}

@article{bb152685,
        AUTHOR = "Gifford, H.C. and King, M.A. and Pretorius, P.H. and Wells, R.G.",
        TITLE = "A Comparison of Human and Model Observers in Multislice LROC Studies",
        JOURNAL = MedImg,
        VOLUME = "24",
        YEAR = "2005",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "160-169",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT148620"}

@article{bb152686,
        AUTHOR = "Wang, F. and Dobre, O.A. and Chan, C. and Zhang, J.",
        TITLE = "Fold-based Kolmogorov-Smirnov Modulation Classifier",
        JOURNAL = SPLetters,
        VOLUME = "23",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1003-1007",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT148621"}

@article{bb152687,
        AUTHOR = "Chen, J. and Liu, D. and Xu, T. and Wu, S.W. and Cheng, Y.F. and Chen, E.",
        TITLE = "Is Heuristic Sampling Necessary in Training Deep Object Detectors?",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "8454-8467",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT148622"}

@article{bb152688,
        AUTHOR = "Seghier, M.L.",
        TITLE = "Ten simple rules for reporting machine learning methods
implementation and evaluation on biomedical data",
        JOURNAL = IJIST,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "1",
        PAGES = "5-11",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT148623"}

@article{bb152689,
        AUTHOR = "Liu, D.X. and Zhao, H.Q.",
        TITLE = "Statistics Behavior of Individual-Weighting-Factors SSAF Algorithm
Under Errors-in-Variables Model",
        JOURNAL = SPLetters,
        VOLUME = "30",
        YEAR = "2023",
        PAGES = "319-323",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT148624"}

@article{bb152690,
        AUTHOR = "Haghpanah, M.A. and Tale Masouleh, M. and Kalhor, A.",
        TITLE = "Determining the trustworthiness of DNNs in classification tasks using
generalized feature-based confidence metric",
        JOURNAL = PR,
        VOLUME = "142",
        YEAR = "2023",
        PAGES = "109683",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT148625"}

@article{bb152691,
        AUTHOR = "Boursinos, D. and Koutsoukos, X.",
        TITLE = "Efficient probability intervals for classification using inductive
venn predictors",
        JOURNAL = PR,
        VOLUME = "143",
        YEAR = "2023",
        PAGES = "109734",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT148626"}

@article{bb152692,
        AUTHOR = "Wiroonsri, N.",
        TITLE = "Clustering performance analysis using a new correlation-based cluster
validity index",
        JOURNAL = PR,
        VOLUME = "145",
        YEAR = "2024",
        PAGES = "109910",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT148627"}

@article{bb152693,
        AUTHOR = "Afser, H. and Gyorfi, L. and Walk, H.",
        TITLE = "Classification With Repeated Observations",
        JOURNAL = SPLetters,
        VOLUME = "30",
        YEAR = "2023",
        PAGES = "1522-1526",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT148628"}

@article{bb152694,
        AUTHOR = "Tang, G.Y. and Ni, J.J. and Zhao, Y.H. and Gu, Y. and Cao, W.D.",
        TITLE = "A Survey of Object Detection for UAVs Based on Deep Learning",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT148629"}

@article{bb152695,
        AUTHOR = "Rao, S. and Bohle, M. and Schiele, B.",
        TITLE = "Better Understanding Differences in Attribution Methods via
Systematic Evaluations",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "4090-4101",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT148630"}

@article{bb152696,
        AUTHOR = "Liu, C. and Dong, Y.P. and Xiang, W.Z. and Yang, X. and Su, H. and Zhu, J. and Chen, Y.F. and He, Y. and Xue, H. and Zheng, S.B.",
        TITLE = "A Comprehensive Study on Robustness of Image Classification Models:
Benchmarking and Rethinking",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "567-589",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT148631"}

@article{bb152697,
        AUTHOR = "Wei, Q.L. and Chen, D. and Yuan, B.",
        TITLE = "Multi-Viewpoint and Multi-Evaluation With Felicitous Inductive Bias
Boost Machine Abstract Reasoning Ability",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "667-677",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT148632"}

@article{bb152698,
        AUTHOR = "Vovk, V. and Nouretdinov, I. and Gammerman, A.",
        TITLE = "Conformal e-testing",
        JOURNAL = PR,
        VOLUME = "168",
        YEAR = "2025",
        PAGES = "111841",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT148633"}

@article{bb152699,
        AUTHOR = "Susan, S. and Tuteja, M.",
        TITLE = "Feature Engineering Versus Deep Learning for Scene Recognition:
A Brief Survey",
        JOURNAL = IJIG,
        VOLUME = "25",
        YEAR = "2025",
        NUMBER = "6",
        MONTH = "November",
        PAGES = "2550054",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT148634"}