@inproceedings{bb111200,
        AUTHOR = "Liu, Q.L. and Li, Z.C. and Tang, J.H.",
        TITLE = "Learning discriminative supplementary features to attributes for
novel-category classification",
        BOOKTITLE = VCIP17,
        YEAR = "2017",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107477"}

@inproceedings{bb111201,
        AUTHOR = "Xue, N. and Wang, Y. and Fan, X. and Min, M.",
        TITLE = "Incremental zero-shot learning based on attributes for image
classification",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "850-854",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107478"}

@inproceedings{bb111202,
        AUTHOR = "Jia, Z. and Zhang, J. and Huang, K. and Tan, T.",
        TITLE = "Encyclopedia enhanced semantic embedding for zero-shot learning",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "1287-1291",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107479"}

@inproceedings{bb111203,
        AUTHOR = "Zhao, B. and Wu, B. and Wu, T. and Wang, Y.",
        TITLE = "Zero-Shot Learning Posed as a Missing Data Problem",
        BOOKTITLE = TASKCV17,
        YEAR = "2017",
        PAGES = "2616-2622",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107480"}

@inproceedings{bb111204,
        AUTHOR = "Demirel, B. and Cinbis, R.G. and Ikizler Cinbis, N.",
        TITLE = "Attributes2Classname:
A Discriminative Model for Attribute-Based Unsupervised Zero-Shot Learning",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "1241-1250",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107481"}

@inproceedings{bb111205,
        AUTHOR = "Xu, X. and Shen, F. and Yang, Y. and Zhang, D.X. and Shen, H.T. and Song, J.K.",
        TITLE = "Matrix Tri-Factorization with Manifold Regularizations for Zero-Shot
Learning",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "2007-2016",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107482"}

@inproceedings{bb111206,
        AUTHOR = "Morgado, P. and Vasconcelos, N.M.",
        TITLE = "Semantically Consistent Regularization for Zero-Shot Recognition",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "2037-2046",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107483"}

@inproceedings{bb111207,
        AUTHOR = "Li, Y. and Wang, D. and Hu, H. and Lin, Y. and Zhuang, Y.",
        TITLE = "Zero-Shot Recognition Using Dual Visual-Semantic Mapping Paths",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "5207-5215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107484"}

@inproceedings{bb111208,
        AUTHOR = "Deutsch, S. and Kolouri, S. and Kim, K. and Owechko, Y. and Soatto, S.",
        TITLE = "Zero Shot Learning via Multi-scale Manifold Regularization",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "5292-5299",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107485"}

@inproceedings{bb111209,
        AUTHOR = "Markowitz, J. and Schmidt, A.C. and Burlina, P.M. and Wang, I.J.",
        TITLE = "Hierarchical zero-shot classification with convolutional neural
network features and semantic attribute learning",
        BOOKTITLE = MVA17,
        YEAR = "2017",
        PAGES = "194-197",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107486"}

@inproceedings{bb111210,
        AUTHOR = "Naha, S. and Wang, Y.",
        TITLE = "Object figure-ground segmentation using zero-shot learning",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "2842-2847",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107487"}

@inproceedings{bb111211,
        AUTHOR = "Dolma, Y. and Namboodiri, V.P.",
        TITLE = "Using Gaussian Processes to Improve Zero-Shot Learning with Relative
Attributes",
        BOOKTITLE = ACCV16,
        YEAR = "2016",
        PAGES = "V: 150-164",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107488"}

@inproceedings{bb111212,
        AUTHOR = "Li, H.H. and Wu, H.F. and Lin, S.J. and Lin, L. and Luo, X.N. and Izquierdo, E.",
        TITLE = "Boosting Zero-Shot Image Classification via Pairwise Relationship
Learning",
        BOOKTITLE = ACCV16,
        YEAR = "2016",
        PAGES = "I: 85-99",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107489"}

@inproceedings{bb111213,
        AUTHOR = "Xian, Y. and Akata, Z. and Sharma, G. and Nguyen, Q. and Hein, M. and Schiele, B.",
        TITLE = "Latent Embeddings for Zero-Shot Classification",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "69-77",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107490"}

@inproceedings{bb111214,
        AUTHOR = "Qiao, R. and Liu, L. and Shen, C. and van den Hengel, A.J.",
        TITLE = "Less is More: Zero-Shot Learning from Online Textual Documents with
Noise Suppression",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2249-2257",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107491"}

@inproceedings{bb111215,
        AUTHOR = "Al Halah, Z. and Stiefelhagen, R.",
        TITLE = "Automatic Discovery, Association Estimation and Learning of Semantic
Attributes for a Thousand Categories",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "5112-5121",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107492"}

@inproceedings{bb111216,
        AUTHOR = "Al Halah, Z. and Tapaswi, M. and Stiefelhagen, R.",
        TITLE = "Recovering the Missing Link: Predicting Class-Attribute Associations
for Unsupervised Zero-Shot Learning",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "5975-5984",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107493"}

@inproceedings{bb111217,
        AUTHOR = "Zhang, Y. and Gong, B. and Shah, M.",
        TITLE = "Fast Zero-Shot Image Tagging",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "5985-5994",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107494"}

@inproceedings{bb111218,
        AUTHOR = "Akata, Z. and Malinowski, M. and Fritz, M. and Schiele, B.",
        TITLE = "Multi-cue Zero-Shot Learning with Strong Supervision",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "59-68",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107495"}

@inproceedings{bb111219,
        AUTHOR = "Jurie, F. and Bucher, M. and Herbin, S.",
        TITLE = "Generating Visual Representations for Zero-Shot Classification",
        BOOKTITLE = TASKCV17,
        YEAR = "2017",
        PAGES = "2666-2673",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107496"}

@inproceedings{bb111220,
        AUTHOR = "Bucher, M. and Herbin, S. and Jurie, F.",
        TITLE = "Improving Semantic Embedding Consistency by Metric Learning for
Zero-Shot Classiffication",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "V: 730-746",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107497"}

@inproceedings{bb111221,
        AUTHOR = "Bucher, M. and Herbin, S. and Jurie, F.",
        TITLE = "Hard Negative Mining for Metric Learning Based Zero-Shot Classification",
        BOOKTITLE = TASKCV16,
        YEAR = "2016",
        PAGES = "III: 524-531",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107498"}

@inproceedings{bb111222,
        AUTHOR = "Ye, M. and Guo, Y.",
        TITLE = "Zero-Shot Classification with Discriminative Semantic Representation
Learning",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "5103-5111",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107499"}

@inproceedings{bb111223,
        AUTHOR = "Ye, M. and Guo, Y.H.",
        TITLE = "Multi-Label Zero-Shot Learning With Transfer-Aware Label Embedding
Projection",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "3671-3675",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107500"}

@inproceedings{bb111224,
        AUTHOR = "Li, X. and Guo, Y.H. and Schuurmans, D.",
        TITLE = "Semi-Supervised Zero-Shot Classification with Label Representation
Learning",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "4211-4219",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107501"}

@inproceedings{bb111225,
        AUTHOR = "Zhang, Z.M. and Saligrama, V.",
        TITLE = "Zero-Shot Learning via Joint Latent Similarity Embedding",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "6034-6042",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107502"}

@inproceedings{bb111226,
        AUTHOR = "Zhang, Z.M. and Saligrama, V.",
        TITLE = "Zero-Shot Recognition via Structured Prediction",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "VII: 533-548",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107503"}

@inproceedings{bb111227,
        AUTHOR = "Zhang, Z.M. and Saligrama, V.",
        TITLE = "Zero-Shot Learning via Semantic Similarity Embedding",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "4166-4174",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107504"}

@inproceedings{bb111228,
        AUTHOR = "Yang, Y.X. and Hospedales, T.M.",
        TITLE = "Multivariate Regression on the Grassmannian for Predicting Novel
Domains",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "5071-5080",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107505"}

@inproceedings{bb111229,
        AUTHOR = "Yang, Y.X. and Hospedales, T.M.",
        TITLE = "Zero-Shot Domain Adaptation via Kernel Regression on the Grassmannian",
        BOOKTITLE = DIFF-CV15,
        YEAR = "2015",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107506"}

@inproceedings{bb111230,
        AUTHOR = "Naha, S. and Wang, Y.",
        TITLE = "Zero-Shot Object Recognition Using Semantic Label Vectors",
        BOOKTITLE = CRV15,
        YEAR = "2015",
        PAGES = "94-100",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107507"}

@inproceedings{bb111231,
        AUTHOR = "Fu, Z.Y. and Xiang, T.A. and Kodirov, E. and Gong, S.G.",
        TITLE = "Zero-shot object recognition by semantic manifold distance",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "2635-2644",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107508"}

@inproceedings{bb111232,
        AUTHOR = "Al Halah, Z. and Stiefelhagen, R.",
        TITLE = "How to Transfer? Zero-Shot Object Recognition via Hierarchical
Transfer of Semantic Attributes",
        BOOKTITLE = WACV15,
        YEAR = "2015",
        PAGES = "837-843",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107509"}

@inproceedings{bb111233,
        AUTHOR = "Jetley, S. and Romera Paredes, B. and Jayasumana, S. and Torr, P.H.S.",
        TITLE = "Prototypical Priors:
From Improving Classification to Zero-Shot Learning",
        BOOKTITLE = BMVC15,
        YEAR = "2015",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107510"}

@inproceedings{bb111234,
        AUTHOR = "Liu, L.C. and Wiliem, A. and Chen, S.K. and Lovell, B.C.",
        TITLE = "Automatic and quantitative evaluation of attribute discovery methods",
        BOOKTITLE = WACV16,
        YEAR = "2016",
        PAGES = "1-9",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107511"}

@inproceedings{bb111235,
        AUTHOR = "Liu, L.C. and Wiliem, A. and Chen, S.K. and Lovell, B.C.",
        TITLE = "Automatic Image Attribute Selection for Zero-Shot Learning of Object
Categories",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "2619-2624",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107512"}

@inproceedings{bb111236,
        AUTHOR = "Antol, S. and Agrawal, A. and Lu, J. and Mitchell, M. and Batra, D. and Zitnick, C.L. and Parikh, D.",
        TITLE = "VQA: Visual Question Answering",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "2425-2433",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107513"}

@inproceedings{bb111237,
        AUTHOR = "Antol, S. and Zitnick, C.L. and Parikh, D.",
        TITLE = "Zero-Shot Learning via Visual Abstraction",
        BOOKTITLE = ECCV14,
        YEAR = "2014",
        PAGES = "IV: 401-416",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107514"}

@inproceedings{bb111238,
        AUTHOR = "Kankuekul, P. and Kawewong, A. and Tangruamsub, S. and Hasegawa, O.",
        TITLE = "Online incremental attribute-based zero-shot learning",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "3657-3664",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT107515"}

@article{bb111239,
        AUTHOR = "Fei Fei, L. and Fergus, R. and Perona, P.",
        TITLE = "One-Shot Learning of Object Categories",
        JOURNAL = PAMI,
        VOLUME = "28",
        YEAR = "2006",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "594-611",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107516"}

@inproceedings{bb111240,
        AUTHOR = "Fei Fei, L. and Fergus, R. and Perona, P.",
        TITLE = "A bayesian approach to unsupervised one-shot learning of object
categories",
        BOOKTITLE = ICCV03,
        YEAR = "2003",
        PAGES = "1134-1141",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107517"}

@inproceedings{bb111241,
        AUTHOR = "Wang, G. and Zhang, Y. and Fei Fei, L.",
        TITLE = "Using Dependent Regions for Object Categorization in a Generative
Framework",
        BOOKTITLE = CVPR06,
        YEAR = "2006",
        PAGES = "II: 1597-1604",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107518"}

@article{bb111242,
        AUTHOR = "Fei Fei, L. and Fergus, R. and Perona, P.",
        TITLE = "Learning Generative Visual Models from Few Training Examples:
An Incremental Bayesian Approach Tested on 101 Object Categories",
        JOURNAL = CVIU,
        VOLUME = "106",
        YEAR = "2007",
        NUMBER = "1",
        MONTH = "April",
        PAGES = "59-70",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107519"}

@inproceedings{bb111243,
        AUTHOR = "Perona, P. and Fergus, R. and Fei Fei, L.",
        TITLE = "Learning Generative Visual Models from Few Training Examples:
An Incremental Bayesian Approach Tested on 101 Object Categories",
        BOOKTITLE = GenModel04,
        YEAR = "2004",
        PAGES = "178",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107519"}

@inproceedings{bb111244,
        AUTHOR = "Fei Fei, L. and Perona, P.",
        TITLE = "A Bayesian Hierarchical Model for Learning Natural Scene Categories",
        BOOKTITLE = CVPR05,
        YEAR = "2005",
        PAGES = "II: 524-531",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107520"}

@article{bb111245,
        AUTHOR = "Rodner, E. and Denzler, J.",
        TITLE = "Learning with few examples for binary and multiclass classification
using regularization of randomized trees",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "2",
        MONTH = "January",
        PAGES = "244-251",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107521"}

@inproceedings{bb111246,
        AUTHOR = "Rodner, E. and Denzler, J.",
        TITLE = "One-Shot Learning of Object Categories Using Dependent Gaussian
Processes",
        BOOKTITLE = DAGM10,
        YEAR = "2010",
        PAGES = "232-241",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107522"}

@inproceedings{bb111247,
        AUTHOR = "Rodner, E. and Denzler, J.",
        TITLE = "Randomized Probabilistic Latent Semantic Analysis for Scene Recognition",
        BOOKTITLE = CIARP09,
        YEAR = "2009",
        PAGES = "945-953",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107523"}

@inproceedings{bb111248,
        AUTHOR = "Rodner, E. and Denzler, J.",
        TITLE = "Learning with Few Examples by Transferring Feature Relevance",
        BOOKTITLE = DAGM09,
        YEAR = "2009",
        PAGES = "252-261",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107524"}

@inproceedings{bb111249,
        AUTHOR = "Haase, D. and Rodner, E. and Denzler, J.",
        TITLE = "Instance-Weighted Transfer Learning of Active Appearance Models",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "1426-1433",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107525"}

@article{bb111250,
        AUTHOR = "Rahman, S. and Khan, S. and Porikli, F.M.",
        TITLE = "A Unified Approach for Conventional Zero-Shot, Generalized Zero-Shot,
and Few-Shot Learning",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "5652-5667",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107526"}

@inproceedings{bb111251,
        AUTHOR = "Rahman, S. and Khan, S. and Porikli, F.M.",
        TITLE = "Zero-Shot Object Detection: Learning to Simultaneously Recognize and
Localize Novel Concepts",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
        PAGES = "I:547-563",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107527"}

@article{bb111252,
        AUTHOR = "Rahman, S. and Khan, S. and Barnes, N.",
        TITLE = "Deep0Tag: Deep Multiple Instance Learning for Zero-Shot Image Tagging",
        JOURNAL = MultMed,
        VOLUME = "22",
        YEAR = "2020",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "242-255",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107528"}

@inproceedings{bb111253,
        AUTHOR = "Rahman, S. and Khan, S.",
        TITLE = "Deep Multiple Instance Learning for Zero-Shot Image Tagging",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
        PAGES = "I:530-546",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107529"}

@article{bb111254,
        AUTHOR = "Zhuang, S. and Wang, P. and Jiang, B. and Wang, G. and Wang, C.",
        TITLE = "A Single Shot Framework with Multi-Scale Feature Fusion for
Geospatial Object Detection",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "5",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107530"}

@article{bb111255,
        AUTHOR = "Zheng, Y. and Wang, R. and Yang, J. and Xue, L.X. and Hu, M.",
        TITLE = "Principal characteristic networks for few-shot learning",
        JOURNAL = JVCIR,
        VOLUME = "59",
        YEAR = "2019",
        PAGES = "563-573",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107531"}

@article{bb111256,
        AUTHOR = "Liu, B. and Yu, X.C. and Yu, A.Z. and Zhang, P.Q. and Wan, G. and Wang, R.R.",
        TITLE = "Deep Few-Shot Learning for Hyperspectral Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2290-2304",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107532"}

@article{bb111257,
        AUTHOR = "Liu, B. and Yu, A.Z. and Yu, X.C. and Wang, R.R. and Gao, K.L. and Guo, W.Y.",
        TITLE = "Deep Multiview Learning for Hyperspectral Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "7758-7772",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107533"}

@article{bb111258,
        AUTHOR = "Gao, K.L. and Liu, B. and Yu, X.C. and Qin, J.C. and Zhang, P.Q. and Tan, X.",
        TITLE = "Deep Relation Network for Hyperspectral Image Few-Shot Classification",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107534"}

@article{bb111259,
        AUTHOR = "Woo, S.H. and Hwang, S. and Jang, H.D. and Kweon, I.S.",
        TITLE = "Gated bidirectional feature pyramid network for accurate one-shot
detection",
        JOURNAL = MVA,
        VOLUME = "30",
        YEAR = "2019",
        NUMBER = "4",
        MONTH = "June",
        PAGES = "543-555",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107535"}

@article{bb111260,
        AUTHOR = "Chen, Z. and Fu, Y. and Zhang, Y. and Jiang, Y. and Xue, X. and Sigal, L.",
        TITLE = "Multi-Level Semantic Feature Augmentation for One-Shot Learning",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "Sep",
        PAGES = "4594-4605",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107536"}

@article{bb111261,
        AUTHOR = "Sihag, S. and Tajer, A.",
        TITLE = "Optimal Network Parameter Estimation:
Single-Shot Exchange of Local Decisions",
        JOURNAL = SPLetters,
        VOLUME = "26",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1280-1284",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107537"}

@article{bb111262,
        AUTHOR = "Zhang, L.L. and Liu, J. and Luo, M. and Chang, X.J. and Zheng, Q.H. and Hauptmann, A.G.",
        TITLE = "Scheduled sampling for one-shot learning via matching network",
        JOURNAL = PR,
        VOLUME = "96",
        YEAR = "2019",
        PAGES = "106962",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107538"}

@article{bb111263,
        AUTHOR = "Mai, S. and Hu, H.F. and Xu, J.",
        TITLE = "Attentive matching network for few-shot learning",
        JOURNAL = CVIU,
        VOLUME = "187",
        YEAR = "2019",
        PAGES = "102781",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107539"}

@inproceedings{bb111264,
        AUTHOR = "Ding, Y.M. and Tian, X. and Yin, L.R. and Chen, X. 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/pattern605os1.html#TT107540"}

@article{bb111265,
        AUTHOR = "Chen, X. and Wang, Y. and Liu, J. and Qiao, Y.",
        TITLE = "DID: Disentangling-Imprinting-Distilling for Continuous Low-Shot
Detection",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "7765-7778",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107541"}

@article{bb111266,
        AUTHOR = "Zhang, C.J. and Li, C.H. and Cheng, J.",
        TITLE = "Few-Shot Visual Classification Using Image Pairs With Binary
Transformation",
        JOURNAL = CirSysVideo,
        VOLUME = "30",
        YEAR = "2020",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2867-2871",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107542"}

@article{bb111267,
        AUTHOR = "Ji, Z. and Chai, X.L. and Yu, Y.L. and Pang, Y.W. and Zhang, Z.F.",
        TITLE = "Improved prototypical networks for few-Shot learning",
        JOURNAL = PRL,
        VOLUME = "140",
        YEAR = "2020",
        PAGES = "81-87",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107543"}

@article{bb111268,
        AUTHOR = "Qin, Y. and Zhang, W. and Wang, Z. and Zhao, C. and Shi, J.",
        TITLE = "Layer-Wise Adaptive Updating for Few-Shot Image Classification",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "2044-2048",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107544"}

@article{bb111269,
        AUTHOR = "Li, X.R. and Pu, F.L. and Yang, R. and Gui, R. and Xu, X.",
        TITLE = "AMN: Attention Metric Network for One-Shot Remote Sensing Image Scene
Classification",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "24",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107545"}

@article{bb111270,
        AUTHOR = "Zhang, P. and Bai, Y.P. and Wang, D. and Bai, B. and Li, Y.",
        TITLE = "Few-Shot Classification of Aerial Scene Images via Meta-Learning",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107546"}

@article{bb111271,
        AUTHOR = "Zhu, W. and Li, W.B. and Liao, H. and Luo, J.B.",
        TITLE = "Temperature network for few-shot learning with distribution-aware
large-margin metric",
        JOURNAL = PR,
        VOLUME = "112",
        YEAR = "2021",
        PAGES = "107797",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107547"}

@article{bb111272,
        AUTHOR = "Song, Y. and Chen, C.S.",
        TITLE = "MPPCANet: A feedforward learning strategy for few-shot image
classification",
        JOURNAL = PR,
        VOLUME = "113",
        YEAR = "2021",
        PAGES = "107792",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107548"}

@article{bb111273,
        AUTHOR = "Zhu, Y.H. and Min, W.Q. and Jiang, S.Q.",
        TITLE = "Attribute-Guided Feature Learning for Few-Shot Image Recognition",
        JOURNAL = MultMed,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "1200-1209",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107549"}

@article{bb111274,
        AUTHOR = "Xu, H. and Wang, J.X. and Li, H. and Ouyang, D.Q. and Shao, J.",
        TITLE = "Unsupervised meta-learning for few-shot learning",
        JOURNAL = PR,
        VOLUME = "116",
        YEAR = "2021",
        PAGES = "107951",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107550"}

@article{bb111275,
        AUTHOR = "Huang, H. and Zhang, J. and Zhang, J. and Xu, J.S. and Wu, Q.",
        TITLE = "Low-Rank Pairwise Alignment Bilinear Network For Few-Shot
Fine-Grained Image Classification",
        JOURNAL = MultMed,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "1666-1680",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107551"}

@article{bb111276,
        AUTHOR = "Liu, G. and Zhao, L. and Fang, X.Z.",
        TITLE = "PDA: Proxy-based domain adaptation for few-shot image recognition",
        JOURNAL = IVC,
        VOLUME = "110",
        YEAR = "2021",
        PAGES = "104164",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107552"}

@article{bb111277,
        AUTHOR = "Huang, H.W. and Wu, Z. and Li, W.B. and Huo, J. and Gao, Y.",
        TITLE = "Local descriptor-based multi-prototype network for few-shot Learning",
        JOURNAL = PR,
        VOLUME = "116",
        YEAR = "2021",
        PAGES = "107935",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107553"}

@article{bb111278,
        AUTHOR = "Ye, H.J. and Hum, H.X. and Zhan, D.C.",
        TITLE = "Learning Adaptive Classifiers Synthesis for Generalized Few-Shot
Learning",
        JOURNAL = IJCV,
        VOLUME = "129",
        YEAR = "2021",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1930-1953",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107554"}

@article{bb111279,
        AUTHOR = "Zhang, B.Q. and Leung, K.C. and Li, X.T. and Ye, Y.M.",
        TITLE = "Learn to abstract via concept graph for weakly-supervised few-shot
learning",
        JOURNAL = PR,
        VOLUME = "117",
        YEAR = "2021",
        PAGES = "107946",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107555"}

@article{bb111280,
        AUTHOR = "Kim, J. and Chi, M.M.",
        TITLE = "SAFFNet: Self-Attention-Based Feature Fusion Network for Remote
Sensing Few-Shot Scene Classification",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "13",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107556"}

@article{bb111281,
        AUTHOR = "Zhang, H.J. and Zhan, T.Y. and Davidson, I.",
        TITLE = "A Self-Supervised Deep Learning Framework for Unsupervised Few-Shot
Learning and Clustering",
        JOURNAL = PRL,
        VOLUME = "148",
        YEAR = "2021",
        PAGES = "75-81",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107557"}

@article{bb111282,
        AUTHOR = "Zeng, Q.J. and Geng, J. and Huang, K. and Jiang, W. and Guo, J.",
        TITLE = "Prototype Calibration with Feature Generation for Few-Shot Remote
Sensing Image Scene Classification",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "14",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107558"}

@article{bb111283,
        AUTHOR = "Li, Y. and Shao, Z.F. and Huang, X. and Cai, B. and Peng, S.",
        TITLE = "Meta-FSEO: A Meta-Learning Fast Adaptation with Self-Supervised
Embedding Optimization for Few-Shot Remote Sensing Scene
Classification",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "14",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107559"}

@article{bb111284,
        AUTHOR = "Li, H.F. and Cui, Z.Q. and Zhu, Z.Q. and Chen, L. and Zhu, J.W. and Huang, H. and Tao, C.",
        TITLE = "RS-MetaNet: Deep Metametric Learning for Few-Shot Remote Sensing
Scene Classification",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "6983-6994",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107560"}

@article{bb111285,
        AUTHOR = "Doveh, S. and Schwartz, E. and Xue, C. and Feris, R. and Bronstein, A.M. and Giryes, R. and Karlinsky, L.",
        TITLE = "MetAdapt: Meta-learned task-adaptive architecture for few-shot
classification",
        JOURNAL = PRL,
        VOLUME = "149",
        YEAR = "2021",
        PAGES = "130-136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107561"}

@inproceedings{bb111286,
        AUTHOR = "Chen, X.Y. and Wang, G.H.",
        TITLE = "Few-Shot Learning by Integrating Spatial and Frequency Representation",
        BOOKTITLE = CRV21,
        YEAR = "2021",
        PAGES = "49-56",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107562"}

@article{bb111287,
        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/pattern605os1.html#TT107563"}

@article{bb111288,
        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/pattern605os1.html#TT107564"}

@article{bb111289,
        AUTHOR = "Gong, H.Y. and Wang, S. and Zhao, X.W. and Yan, Y. and Ma, Y.Q. and Liu, W. and Liu, X.L.",
        TITLE = "Few-shot learning with relation propagation and constraint",
        JOURNAL = IET-CV,
        VOLUME = "15",
        YEAR = "2021",
        NUMBER = "8",
        PAGES = "608-617",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107565"}

@article{bb111290,
        AUTHOR = "Hu, Z.P. and Li, Z.J. and Wang, X. 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/pattern605os1.html#TT107566"}

@article{bb111291,
        AUTHOR = "Hu, Y. and Gao, J.Y. and Xu, C.S.",
        TITLE = "Learning Dual-Pooling Graph Neural Networks for Few-Shot Video
Classification",
        JOURNAL = MultMed,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "4285-4296",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107567"}

@article{bb111292,
        AUTHOR = "Cui, Y. 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/pattern605os1.html#TT107568"}

@article{bb111293,
        AUTHOR = "Lin, C.C. and Chu, H.L. and Wang, Y.C.A.F. and Lei, C.L.",
        TITLE = "Joint Feature Disentanglement and Hallucination for Few-Shot Image
Classification",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "9245-9258",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107569"}

@article{bb111294,
        AUTHOR = "Zhang, L. and Zuo, L. and Du, Y.J. and Zhen, X.",
        TITLE = "Learning to Adapt With Memory for Probabilistic Few-Shot Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "31",
        YEAR = "2021",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "4283-4292",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107570"}

@article{bb111295,
        AUTHOR = "Zhang, P. and Fan, G.L. and Wu, C. and Wang, D. and Li, Y.",
        TITLE = "Task-Adaptive Embedding Learning with Dynamic Kernel Fusion for
Few-Shot Remote Sensing Scene Classification",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "21",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107571"}

@article{bb111296,
        AUTHOR = "Zhu, L.C. and Yang, Y.",
        TITLE = "Label Independent Memory for Semi-Supervised Few-Shot Video
Classification",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "273-285",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107572"}

@inproceedings{bb111297,
        AUTHOR = "Zhu, L.C. and Yang, Y.",
        TITLE = "Compound Memory Networks for Few-Shot Video Classification",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "VII: 782-797",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107573"}

@article{bb111298,
        AUTHOR = "Fu, K. and Zhang, T.F. and Zhang, Y. and Wang, Z.R. and Sun, X.",
        TITLE = "Few-Shot SAR Target Classification via Metalearning",
        JOURNAL = GeoRS,
        VOLUME = "60",
        YEAR = "2022",
        PAGES = "1-14",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107574"}

@article{bb111299,
        AUTHOR = "Zhang, L. and Zhang, S. and Zou, B. and Dong, H.W.",
        TITLE = "Unsupervised Deep Representation Learning and Few-Shot Classification
of PolSAR Images",
        JOURNAL = GeoRS,
        VOLUME = "60",
        YEAR = "2022",
        PAGES = "1-16",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT107575"}

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