@article{bb138100,
        AUTHOR = "Singh, R. and Bharti, V. and Purohit, V. and Kumar, A. and Singh, A.K. and Singh, S.K.",
        TITLE = "MetaMed:
Few-shot medical image classification using gradient-based meta-learning",
        JOURNAL = PR,
        VOLUME = "120",
        YEAR = "2021",
        PAGES = "108111",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT134119"}

@article{bb138101,
        AUTHOR = "Li, X.Z. and Huang, J.Q. and Liu, Y.Y. and Zhou, Q. and Zheng, S. and Schiele, B. and Sun, Q.R.",
        TITLE = "Learning to teach and learn for semi-supervised few-shot image
classification",
        JOURNAL = CVIU,
        VOLUME = "212",
        YEAR = "2021",
        PAGES = "103270",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT134120"}

@article{bb138102,
        AUTHOR = "Zimmer, L. and Lindauer, M. and Hutter, F.",
        TITLE = "Auto-Pytorch:
Multi-Fidelity MetaLearning for Efficient and Robust AutoDL",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3079-3090",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT134121"}

@article{bb138103,
        AUTHOR = "Hu, Z.P. and Li, Z.J. and Wang, X.Y. and Zheng, S.",
        TITLE = "Unsupervised descriptor selection based meta-learning networks for
few-shot classification",
        JOURNAL = PR,
        VOLUME = "122",
        YEAR = "2022",
        PAGES = "108304",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT134122"}

@article{bb138104,
        AUTHOR = "Cui, Y.W. and Liao, Q. and Hu, D. and An, W. and Liu, L.",
        TITLE = "Coarse-to-fine pseudo supervision guided meta-task optimization for
few-shot object classification",
        JOURNAL = PR,
        VOLUME = "122",
        YEAR = "2022",
        PAGES = "108296",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT134123"}

@article{bb138105,
        AUTHOR = "Ji, Z. and Hou, Z.S. and Liu, X. and Pang, Y.W. and Han, J.G.",
        TITLE = "Information Symmetry Matters: A Modal-Alternating Propagation Network
for Few-Shot Learning",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "1520-1531",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT134124"}

@article{bb138106,
        AUTHOR = "Li, F. and Li, S.B. and Fan, X.X. and Li, X. and Chang, H.X.",
        TITLE = "Structural Attention Enhanced Continual Meta-Learning for Graph Edge
Labeling Based Few-Shot Remote Sensing Scene Classification",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "3",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT134125"}

@article{bb138107,
        AUTHOR = "Zhou, F. and Zhang, L. and Wei, W.",
        TITLE = "Meta-Generating Deep Attentive Metric for Few-Shot Classification",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "6863-6873",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT134126"}

@article{bb138108,
        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#TT134127"}

@article{bb138109,
        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#TT134128"}

@article{bb138110,
        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#TT134129"}

@article{bb138111,
        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#TT134130"}

@article{bb138112,
        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#TT134131"}

@article{bb138113,
        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#TT134132"}

@article{bb138114,
        AUTHOR = "Jiang, S.Q. and Zhu, Y. 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#TT134133"}

@article{bb138115,
        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#TT134134"}

@article{bb138116,
        AUTHOR = "Cheng, J. and Hao, F. and He, F.X. and Liu, L. and Zhang, Q.",
        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#TT134135"}

@article{bb138117,
        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#TT134136"}

@article{bb138118,
        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#TT134137"}

@article{bb138119,
        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#TT134138"}

@article{bb138120,
        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#TT134139"}

@article{bb138121,
        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#TT134140"}

@article{bb138122,
        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#TT134141"}

@article{bb138123,
        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#TT134142"}

@article{bb138124,
        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#TT134143"}

@inproceedings{bb138125,
        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#TT134144"}

@article{bb138126,
        AUTHOR = "Wang, R. 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#TT134145"}

@article{bb138127,
        AUTHOR = "Wang, C. 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#TT134146"}

@article{bb138128,
        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#TT134147"}

@article{bb138129,
        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#TT134148"}

@inproceedings{bb138130,
        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#TT134149"}

@inproceedings{bb138131,
        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#TT134150"}

@inproceedings{bb138132,
        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#TT134151"}

@inproceedings{bb138133,
        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#TT134152"}

@inproceedings{bb138134,
        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#TT134153"}

@inproceedings{bb138135,
        AUTHOR = "Kamenou, E. and del Rincon, J.M. and Miller, P. and Devlin Hill, P.",
        TITLE = "A Meta-learning Approach for Domain Generalisation across Visual
Modalities in Vehicle Re-identification",
        BOOKTITLE = PBVS23,
        YEAR = "2023",
        PAGES = "385-393",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT134154"}

@inproceedings{bb138136,
        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#TT134155"}

@inproceedings{bb138137,
        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#TT134156"}

@inproceedings{bb138138,
        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#TT134157"}

@inproceedings{bb138139,
        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#TT134158"}

@inproceedings{bb138140,
        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#TT134159"}

@inproceedings{bb138141,
        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#TT134160"}

@inproceedings{bb138142,
        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#TT134161"}

@inproceedings{bb138143,
        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#TT134162"}

@inproceedings{bb138144,
        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#TT134163"}

@inproceedings{bb138145,
        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#TT134164"}

@inproceedings{bb138146,
        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#TT134165"}

@inproceedings{bb138147,
        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#TT134166"}

@inproceedings{bb138148,
        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#TT134167"}

@inproceedings{bb138149,
        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#TT134168"}

@inproceedings{bb138150,
        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#TT134169"}

@inproceedings{bb138151,
        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#TT134170"}

@inproceedings{bb138152,
        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#TT134171"}

@inproceedings{bb138153,
        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#TT134172"}

@inproceedings{bb138154,
        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#TT134173"}

@inproceedings{bb138155,
        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#TT134174"}

@inproceedings{bb138156,
        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#TT134175"}

@inproceedings{bb138157,
        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#TT134176"}

@inproceedings{bb138158,
        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#TT134177"}

@inproceedings{bb138159,
        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#TT134178"}

@inproceedings{bb138160,
        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#TT134179"}

@inproceedings{bb138161,
        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#TT134180"}

@inproceedings{bb138162,
        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#TT134181"}

@inproceedings{bb138163,
        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#TT134182"}

@article{bb138164,
        AUTHOR = "Shvaytser, H.",
        TITLE = "Learnable and Nonlearnable Visual Concepts",
        JOURNAL = PAMI,
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        YEAR = "1990",
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@inproceedings{bb138165,
        AUTHOR = "Shvaytser, H.",
        TITLE = "Learnable and Nonlearnable Visual Concepts",
        BOOKTITLE = ICCV88,
        YEAR = "1988",
        PAGES = "264-268",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT134183"}

@article{bb138166,
        AUTHOR = "Bradley, A.P.",
        TITLE = "The Use of the Area Under the ROC Curve in the
Evaluation of Machine Learning Algorithms",
        JOURNAL = PR,
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        NUMBER = "7",
        MONTH = "July",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT134184"}

@article{bb138167,
        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#TT134185"}

@inproceedings{bb138168,
        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#TT134186"}

@article{bb138169,
        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#TT134187"}

@article{bb138170,
        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",
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        NUMBER = "2",
        MONTH = "February",
        PAGES = "160-169",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT134188"}

@article{bb138171,
        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#TT134189"}

@article{bb138172,
        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#TT134190"}

@article{bb138173,
        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#TT134191"}

@article{bb138174,
        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#TT134192"}

@article{bb138175,
        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#TT134193"}

@article{bb138176,
        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#TT134194"}

@article{bb138177,
        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#TT134195"}

@article{bb138178,
        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#TT134196"}

@article{bb138179,
        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#TT134197"}

@inproceedings{bb138180,
        AUTHOR = "Roschewitz, M. and Glocker, B.",
        TITLE = "Distance Matters For Improving Performance Estimation Under Covariate
Shift",
        BOOKTITLE = Uncertainty23,
        YEAR = "2023",
        PAGES = "4551-4561",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT134198"}

@inproceedings{bb138181,
        AUTHOR = "Wagner, B. and Pellerin, D. and Huet, S.",
        TITLE = "Comparative Study of Natural Replay and Experience Replay in Online
Object Detection",
        BOOKTITLE = VCL23,
        YEAR = "2023",
        PAGES = "3587-3595",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT134199"}

@inproceedings{bb138182,
        AUTHOR = "Chiu, M.C. and Chen, P.Y. and Ma, X.Z.",
        TITLE = "Better May Not Be Fairer: A Study on Subgroup Discrepancy in Image
Classification",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "4933-4943",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT134200"}

@inproceedings{bb138183,
        AUTHOR = "Tiwari, R. and Chavan, A. and Gupta, D. and Mago, G. and Gupta, A. and Gupta, A. and Sharan, S. and Yang, Y.K. and Zhao, S.W. and Wang, S.H. and Kwak, Y.J. and Jeong, S. and Lee, Y. and Kim, C. and Kim, S.B. and Gankhuyag, G. and Jung, H. and Ryu, J. and Kim, H. and Kim, B.H. and Vo, T. and Zaheer, S. and Holston, A. and Park, C. and Dixit, D. and Lele, N. and Bhushan, K. and Bhowmick, D. and Arya, D. and Gulshad, S. and Habibian, A. and Ghodrati, A. and Bejnordi, B. and Gupta, J. and Liu, Z. and Yu, J. and Prasad, D. and Shen, Z.Q.",
        TITLE = "RCV2023 Challenges: Benchmarking Model Training and Inference for
Resource-Constrained Deep Learning",
        BOOKTITLE = REDLCV23,
        YEAR = "2023",
        PAGES = "1526-1535",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT134201"}

@inproceedings{bb138184,
        AUTHOR = "Bohdal, O. and Tian, Y.B. and Zong, Y.S. and Chavhan, R. and Li, D. and Gouk, H. and Guo, L. and Hospedales, T.M.",
        TITLE = "Meta Omnium: A Benchmark for General-Purpose Learning-to-Learn",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "7693-7703",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT134202"}

@inproceedings{bb138185,
        AUTHOR = "Ji, Y. and Kaestner, D. and Wirth, O. and Wressnegger, C.",
        TITLE = "Randomness is the Root of All Evil: More Reliable Evaluation of Deep
Active Learning",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "3932-3941",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT134203"}

@inproceedings{bb138186,
        AUTHOR = "Giloni, A. and Grolman, E. and Elovici, Y. and Shabtai, A.",
        TITLE = "FEPC: Fairness Estimation Using Prototypes and Critics for Tabular
Data",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "4877-4884",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT134204"}

@inproceedings{bb138187,
        AUTHOR = "Cho, Y. and Kim, Y.S. and Cho, H. and Ahn, J. and Hong, H.G. and Kim, J.",
        TITLE = "Rethinking Efficacy of Softmax for Lightweight Non-local Neural
Networks",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "1031-1035",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT134205"}

@inproceedings{bb138188,
        AUTHOR = "Zheng, J.Q. and Ramasinghe, S. and Li, X.Q. and Lucey, S.",
        TITLE = "Trading Positional Complexity vs Deepness in Coordinate Networks",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXVII:144-160",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT134206"}

@inproceedings{bb138189,
        AUTHOR = "Khanal, B. and Kanan, C.",
        TITLE = "How Does Heterogeneous Label Noise Impact Generalization in Neural
Nets?",
        BOOKTITLE = ISVC21,
        YEAR = "2021",
        PAGES = "II:229-241",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT134207"}

@inproceedings{bb138190,
        AUTHOR = "Lyu, Z.Y. and Guo, M.H. and Wu, T. and Xu, G.D. and Zhang, K. and Lin, D.",
        TITLE = "Towards Evaluating and Training Verifiably Robust Neural Networks",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "4306-4315",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT134208"}

@inproceedings{bb138191,
        AUTHOR = "Korkmaz, E.",
        TITLE = "Inaccuracy of State-Action Value Function For Non-Optimal Actions in
Adversarially Trained Deep Neural Policies",
        BOOKTITLE = RCV21,
        YEAR = "2021",
        PAGES = "2323-2327",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT134209"}

@inproceedings{bb138192,
        AUTHOR = "Xuan, H. and Stylianou, A. and Liu, X.T. and Pless, R.",
        TITLE = "Hard Negative Examples are Hard, but Useful",
        BOOKTITLE = ECCV20,
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@inproceedings{bb138193,
        AUTHOR = "Bhaskaruni, D. and Moss, F.P. and Lan, C.",
        TITLE = "Estimating Prediction Qualities without Ground Truth:
A Revisit of the Reverse Testing Framework",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643.html#TT134211"}

@inproceedings{bb138194,
        AUTHOR = "Ramos Pollan, R. and Guevara Lopez, M.A. and Oliveira, E.",
        TITLE = "Introducing ROC Curves as Error Measure Functions:
A New Approach to Train ANN-Based Biomedical Data Classifiers",
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@inproceedings{bb138195,
        AUTHOR = "Pungprasertying, P. and Chatpatanasiri, R. and Kijsirikul, B.",
        TITLE = "Migration Analysis: An Alternative Approach for Analyzing Learning
Performance",
        BOOKTITLE = ICPR06,
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        PAGES = "II: 837-840",
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@inproceedings{bb138196,
        AUTHOR = "Shimizu, S. and Ohyama, W. and Wakabayashi, T. and Kimura, F.",
        TITLE = "Mirror image learning for autoassociative neural networks",
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@inproceedings{bb138197,
        AUTHOR = "Shi, M. and Wakabayashi, T. and Ohyama, W. and Kimura, F.",
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@inproceedings{bb138198,
        AUTHOR = "Wakabayashi, T. and Shi, M. and Ohyama, W. and Kimura, F.",
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@inproceedings{bb138199,
        AUTHOR = "Burege, M.J. and Burger, W.",
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