@article{bb137900,
        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/pattern605defe3.html#TT133906"}

@article{bb137901,
        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/pattern605defe3.html#TT133907"}

@article{bb137902,
        AUTHOR = "Chen, C. and Li, K.L. and Wei, W. and Zhou, J.T.Y. and Zeng, Z.",
        TITLE = "Hierarchical Graph Neural Networks for Few-Shot Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "240-252",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133908"}

@article{bb137903,
        AUTHOR = "Cheng, H. and Zhou, J.T.Y. and Tay, W.P. and Wen, B.",
        TITLE = "Graph Neural Networks With Triple Attention for Few-Shot Learning",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "8225-8239",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133909"}

@article{bb137904,
        AUTHOR = "Li, Y.F. and Chen, C. and Yan, W.Q. and Cheng, Z.Y. and Tan, H.L. and Zhang, W.J.",
        TITLE = "Cascade Graph Neural Networks for Few-Shot Learning on Point Clouds",
        JOURNAL = ITS,
        VOLUME = "24",
        YEAR = "2023",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "8788-8798",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133910"}

@article{bb137905,
        AUTHOR = "Li, N. and Zhou, D.Y. and Shi, J. and Zheng, X.L. and Wu, T. and Yang, Z.",
        TITLE = "Graph-Based Deep Multitask Few-Shot Learning for Hyperspectral Image
Classification",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "9",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133911"}

@article{bb137906,
        AUTHOR = "Luo, J.J. and Si, W.J. and Deng, Z.",
        TITLE = "Few-Shot Learning for Radar Signal Recognition Based on Tensor
Imprint and Re-Parameterization Multi-Channel Multi-Branch Model",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "1327-1331",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133912"}

@article{bb137907,
        AUTHOR = "Chi, Z.Q. and Wang, Z. and Yang, M.P. and Li, D.D. and Du, W.L.",
        TITLE = "Learning to Capture the Query Distribution for Few-Shot Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4163-4173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133913"}

@article{bb137908,
        AUTHOR = "Zhu, P.F. and Zhu, Z.L. and Wang, Y. and Zhang, J.L. and Zhao, S.",
        TITLE = "Multi-granularity episodic contrastive learning for few-shot learning",
        JOURNAL = PR,
        VOLUME = "131",
        YEAR = "2022",
        PAGES = "108820",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133914"}

@article{bb137909,
        AUTHOR = "Dai, Z.Y. and Yi, J.J. and Yan, L. and Xu, Q.W. and Hu, L. and Zhang, Q. and Li, J.H. and Wang, G.Q.",
        TITLE = "PFEMed: Few-shot medical image classification using prior guided
feature enhancement",
        JOURNAL = PR,
        VOLUME = "134",
        YEAR = "2023",
        PAGES = "109108",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133915"}

@article{bb137910,
        AUTHOR = "Chen, Y.D. and Yan, H. and Yang, Z.X. and Wu, E.",
        TITLE = "Meta-transfer-adjustment learning for few-shot learning",
        JOURNAL = JVCIR,
        VOLUME = "89",
        YEAR = "2022",
        PAGES = "103678",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133916"}

@article{bb137911,
        AUTHOR = "Chen, Y.Q. and Li, Y.Y. and Mao, H. and Chai, X.H. and Jiao, L.C.",
        TITLE = "A Novel Deep Nearest Neighbor Neural Network for Few-Shot Remote
Sensing Image Scene Classification",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "3",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133917"}

@article{bb137912,
        AUTHOR = "Lei, Y.L. and Li, Y.Y. and Mao, H.",
        TITLE = "A Novel Two-Stream Network for Few-Shot Remote Sensing Image Scene
Classification",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "7",
        PAGES = "1192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133918"}

@article{bb137913,
        AUTHOR = "Chen, Y.Q. and Li, Y.Y. and Mao, H. and Liu, G.Y. and Chai, X.H. and Jiao, L.C.",
        TITLE = "A Novel Discriminative Enhancement Method for Few-Shot Remote Sensing
Image Scene Classification",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "18",
        PAGES = "4588",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133919"}

@article{bb137914,
        AUTHOR = "Zhang, C. and Cai, Y.J. and Lin, G.S. and Shen, C.H.",
        TITLE = "DeepEMD: Differentiable Earth Mover's Distance for Few-Shot Learning",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "5632-5648",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133920"}

@inproceedings{bb137915,
        AUTHOR = "Zhang, C. and Cai, Y.J. and Lin, G.S. and Shen, C.H.",
        TITLE = "DeepEMD: Few-Shot Image Classification With Differentiable Earth
Mover's Distance and Structured Classifiers",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "12200-12210",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133921"}

@article{bb137916,
        AUTHOR = "Zhong, X. and Gu, C. and Ye, M. and Huang, W.X. and Lin, C.W.",
        TITLE = "Graph Complemented Latent Representation for Few-Shot Image
Classification",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "1979-1990",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133922"}

@inproceedings{bb137917,
        AUTHOR = "Zhong, X. and Gu, C. and Huang, W.X. and Li, L. and Chen, S.Q. and Lin, C.W.",
        TITLE = "Complementing Representation Deficiency in Few-shot Image
Classification: A Meta-Learning Approach",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "2677-2684",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133923"}

@article{bb137918,
        AUTHOR = "Fu, W. and Zhou, L. and Chen, J.",
        TITLE = "Query-Specific Embedding Co-Adaptation Improve Few-Shot Image
Classification",
        JOURNAL = SPLetters,
        VOLUME = "30",
        YEAR = "2023",
        PAGES = "783-787",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133924"}

@article{bb137919,
        AUTHOR = "Zhang, G.M. and Zhao, Y.L. and Wang, J.",
        TITLE = "Few-shot node classification on attributed networks based on deep
metric learning for Cyber-Physical-Social Services",
        JOURNAL = PRL,
        VOLUME = "173",
        YEAR = "2023",
        PAGES = "87-92",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133925"}

@inproceedings{bb137920,
        AUTHOR = "Xie, J.T. and Long, F. and Lv, J.M. and Wang, Q.L. and Li, P.H.",
        TITLE = "Joint Distribution Matters: Deep Brownian Distance Covariance for
Few-Shot Classification",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "7962-7971",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133926"}

@inproceedings{bb137921,
        AUTHOR = "San Emeterio, M.G.",
        TITLE = "A Survey on Few-Shot Techniques in the Context of Computer Vision
Applications Based on Deep Learning",
        BOOKTITLE = HBAxSCES22,
        YEAR = "2022",
        PAGES = "14-25",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133927"}

@inproceedings{bb137922,
        AUTHOR = "Afrasiyabi, A. and Larochelle, H. and Lalonde, J.F. and Gagne, C.",
        TITLE = "Matching Feature Sets for Few-Shot Image Classification",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "9004-9014",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133928"}

@inproceedings{bb137923,
        AUTHOR = "Afrasiyabi, A. and Lalonde, J.F. and Gagne, C.",
        TITLE = "Mixture-based Feature Space Learning for Few-shot Image
Classification",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "9021-9031",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133929"}

@inproceedings{bb137924,
        AUTHOR = "Yin, C.X. and Wu, K. and Che, Z.P. and Jiang, B. and Xu, Z.Y. and Tang, J.",
        TITLE = "Hierarchical Graph Attention Network for Few-shot Visual-Semantic
Learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "2157-2166",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133930"}

@inproceedings{bb137925,
        AUTHOR = "Osahor, U. and Nasrabadi, N.M.",
        TITLE = "Ortho-Shot: Low Displacement Rank Regularization with Data
Augmentation for Few-Shot Learning",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "2040-2049",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133931"}

@inproceedings{bb137926,
        AUTHOR = "Garg, A. and Bagga, S. and Singh, Y. and Anand, S.",
        TITLE = "HierMatch: Leveraging Label Hierarchies for Improving Semi-Supervised
Learning",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "2061-2070",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133932"}

@inproceedings{bb137927,
        AUTHOR = "Yang, F.Y. and Wang, R.P. and Chen, X.L.",
        TITLE = "Semantic Guided Latent Parts Embedding for Few-Shot Learning",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "5436-5446",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133933"}

@inproceedings{bb137928,
        AUTHOR = "Yang, F.Y. and Wang, R.P. and Chen, X.L.",
        TITLE = "SEGA: Semantic Guided Attention on Visual Prototype for Few-Shot
Learning",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "1586-1596",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133934"}

@inproceedings{bb137929,
        AUTHOR = "Ye, C.G. and Zhu, H.Y. and Liao, Y.B. and Zhang, Y.G. and Chen, T. and Fan, J.Y.",
        TITLE = "What Makes for Effective Few-shot Point Cloud Classification?",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "267-276",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133935"}

@inproceedings{bb137930,
        AUTHOR = "Pahde, F. and Puscas, M. and Klein, T. and Nabi, M.",
        TITLE = "Multimodal Prototypical Networks for Few-shot Learning",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "2643-2652",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133936"}

@inproceedings{bb137931,
        AUTHOR = "Luo, Q.X. and Wang, L.F. and Lv, J. and Xiang, S.M. and Pan, C.H.",
        TITLE = "Few-Shot Learning via Feature Hallucination with Variational
Inference",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "3962-3971",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133937"}

@inproceedings{bb137932,
        AUTHOR = "Hamidouche, M. and Lassance, C. and Hu, Y. and Drumetz, L. and Pasdeloup, B. and Gripon, V.",
        TITLE = "Improving Classification Accuracy With Graph Filtering",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "334-338",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133938"}

@inproceedings{bb137933,
        AUTHOR = "Minami, S. and Hirakawa, T. and Yamashita, T. and Fujiyoshi, H.",
        TITLE = "Knowledge Transfer Graph for Deep Collaborative Learning",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "IV:203-217",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133939"}

@inproceedings{bb137934,
        AUTHOR = "Kim, J. and Kim, M. and Kim, J.U. and Lee, H.J. and Lee, S. and Hong, J. and Ro, Y.M.",
        TITLE = "Learning Style Correlation for Elaborate Few-Shot Classification",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "1791-1795",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133940"}

@inproceedings{bb137935,
        AUTHOR = "Sbai, O. and Couprie, C. and Aubry, M.",
        TITLE = "Unsupervised Image Decomposition in Vector Layers",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "1576-1580",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133941"}

@inproceedings{bb137936,
        AUTHOR = "Sbai, O. and Couprie, C. and Aubry, M.",
        TITLE = "Impact of Base Dataset Design on Few-shot Image Classification",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XVI: 597-613",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133942"}

@inproceedings{bb137937,
        AUTHOR = "Seo, S. and Seo, P.H. and Han, B.H.",
        TITLE = "Learning for Single-Shot Confidence Calibration in Deep Neural Networks
Through Stochastic Inferences",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9022-9030",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133943"}

@inproceedings{bb137938,
        AUTHOR = "Lin, C. and Wang, Y.F. and Lei, C. and Chen, K.",
        TITLE = "Semantics-Guided Data Hallucination for Few-Shot Visual
Classification",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "3302-3306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133944"}

@inproceedings{bb137939,
        AUTHOR = "Chu, W. and Wang, Y.F.",
        TITLE = "Learning Semantics-Guided Visual Attention for Few-Shot Image
Classification",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "2979-2983",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133945"}

@article{bb137940,
        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#TT133946"}

@inproceedings{bb137941,
        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#TT133947"}

@inproceedings{bb137942,
        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#TT133948"}

@article{bb137943,
        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#TT133949"}

@article{bb137944,
        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#TT133950"}

@article{bb137945,
        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#TT133951"}

@article{bb137946,
        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#TT133952"}

@article{bb137947,
        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#TT133953"}

@article{bb137948,
        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#TT133954"}

@article{bb137949,
        AUTHOR = "Feng, L.J. and Zhao, C.H. and Li, X.",
        TITLE = "Bias-Eliminated Semantic Refinement for Any-Shot Learning",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "2229-2244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT133955"}

@article{bb137950,
        AUTHOR = "Xu, D. and Alameda Pineda, X. and Ouyang, W.L. and Ricci, E. and Wang, X.G. and Sebe, N.",
        TITLE = "Probabilistic Graph Attention Network With Conditional Kernels for
Pixel-Wise Prediction",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2673-2688",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT133956"}

@article{bb137951,
        AUTHOR = "Deng, L.Z. and He, C.M. and Xu, G.X. and Zhu, H. and Wang, H.",
        TITLE = "PcGAN: A Noise Robust Conditional Generative Adversarial Network for
One Shot Learning",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "25249-25258",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT133957"}

@article{bb137952,
        AUTHOR = "Duque Domingo, J. and Aparicio, R.M. and Rodrigo, L.M.G.",
        TITLE = "One Shot Learning with class partitioning and cross validation voting
(CP-CVV)",
        JOURNAL = PR,
        VOLUME = "143",
        YEAR = "2023",
        PAGES = "109797",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT133958"}

@inproceedings{bb137953,
        AUTHOR = "Tang, C. and Meng, Y. and Jiang, J.C. and Xie, S.Z. and Lu, R.W. and Ma, X.Z. and Wang, Z. and Zhu, W.W.",
        TITLE = "Retraining-free Model Quantization via One-Shot Weight-Coupling
Learning",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "15855-15865",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT133959"}

@inproceedings{bb137954,
        AUTHOR = "Wang, Z. and Lu, Y. and Qiu, Q.",
        TITLE = "Meta-OLE: Meta-learned Orthogonal Low-Rank Embedding",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "5294-5303",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT133960"}

@inproceedings{bb137955,
        AUTHOR = "Cai, J.R. and Wang, Y.Z. and Hwang, J.N.",
        TITLE = "ACE: Ally Complementary Experts for Solving Long-Tailed Recognition
in One-Shot",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "112-121",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT133961"}

@inproceedings{bb137956,
        AUTHOR = "Chowdhury, A. and Chaudhari, D. and Chaudhuri, S. and Jermaine, C.",
        TITLE = "Meta-Meta Classification for One-Shot Learning",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "1628-1637",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT133962"}

@inproceedings{bb137957,
        AUTHOR = "Xiao, C.X. and Madapana, N. and Wachs, J.",
        TITLE = "One-Shot Image Recognition Using Prototypical Encoders with Reduced
Hubness",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "2251-2260",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT133963"}

@inproceedings{bb137958,
        AUTHOR = "Li, Z. and Mozer, M. and Whitehill, J.",
        TITLE = "Compositional Embeddings for Multi-Label One-Shot Learning",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "296-304",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT133964"}

@inproceedings{bb137959,
        AUTHOR = "Guo, R.H. and Lin, C. and Li, C. and Tian, K.Y. and Sun, M. and Sheng, L. and Yan, J.J.",
        TITLE = "Powering One-shot Topological NAS with Stabilized Share-parameter Proxy",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XIV:625-641",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT133965"}

@inproceedings{bb137960,
        AUTHOR = "Guo, Z.C. and Zhang, X.Y. and Mu, H.Y. and Heng, W. and Liu, Z.C. and Wei, Y.C. and Sun, J.",
        TITLE = "Single Path One-shot Neural Architecture Search with Uniform Sampling",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XVI: 544-560",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT133966"}

@inproceedings{bb137961,
        AUTHOR = "Liu, C. and Xu, C. and Wang, Y. and Zhang, L. and Fu, Y.",
        TITLE = "An Embarrassingly Simple Baseline to One-shot Learning",
        BOOKTITLE = VL3W20,
        YEAR = "2020",
        PAGES = "4005-4009",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT133967"}

@inproceedings{bb137962,
        AUTHOR = "Li, X. and Lin, C. and Li, C. and Sun, M. and Wu, W. and Yan, J. and Ouyang, W.",
        TITLE = "Improving One-Shot NAS by Suppressing the Posterior Fading",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "13833-13842",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT133968"}

@inproceedings{bb137963,
        AUTHOR = "Zhang, M. and Li, H. and Pan, S. and Chang, X. and Su, S.",
        TITLE = "Overcoming Multi-Model Forgetting in One-Shot NAS With Diversity
Maximization",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "7806-7815",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT133969"}

@inproceedings{bb137964,
        AUTHOR = "You, S. and Huang, T. and Yang, M. and Wang, F. and Qian, C. and Zhang, C.",
        TITLE = "GreedyNAS: Towards Fast One-Shot NAS With Greedy Supernet",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "1996-2005",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT133970"}

@inproceedings{bb137965,
        AUTHOR = "Chen, Z.T. and Fu, Y.W. and Wang, Y.X. and Ma, L. and Liu, W. and Hebert, M.",
        TITLE = "Image Deformation Meta-Networks for One-Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "8672-8681",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT133971"}

@inproceedings{bb137966,
        AUTHOR = "Kim, J. and Oh, T.H. and Lee, S. and Pan, F. and Kweon, I.S.",
        TITLE = "Variational Prototyping-Encoder:
One-Shot Learning With Prototypical Images",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9454-9462",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT133972"}

@inproceedings{bb137967,
        AUTHOR = "Choi, J. and Krishnamurthy, J. and Kembhavi, A. and Farhadi, A.",
        TITLE = "Structured Set Matching Networks for One-Shot Part Labeling",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "3627-3636",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT133973"}

@inproceedings{bb137968,
        AUTHOR = "Cai, Q. and Pan, Y. and Yao, T. and Yan, C. and Mei, T.",
        TITLE = "Memory Matching Networks for One-Shot Image Recognition",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "4080-4088",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT133974"}

@inproceedings{bb137969,
        AUTHOR = "Wang, P. and Liu, L.Q. and Shen, C.H. and Huang, Z. and van den Hengel, A.J. and Shen, H.T.",
        TITLE = "Multi-attention Network for One Shot Learning",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "6212-6220",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT133975"}

@inproceedings{bb137970,
        AUTHOR = "Sagawa, R. and Shiba, Y. and Hirukawa, T. and Ono, S. and Kawasaki, H. and Furukawa, R.",
        TITLE = "Automatic feature extraction using CNN for robust active one-shot
scanning",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "234-239",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT133976"}

@inproceedings{bb137971,
        AUTHOR = "Yan, W. and Yap, J. and Mori, G.",
        TITLE = "Multi-Task Transfer Methods to Improve One-Shot Learning for Multimedia
Event Detection",
        BOOKTITLE = BMVC15,
        YEAR = "2015",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT133977"}

@inproceedings{bb137972,
        AUTHOR = "Tang, K.D. and Tappen, M.F. and Sukthankar, R. and Lampert, C.H.",
        TITLE = "Optimizing one-shot recognition with micro-set learning",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "3027-3034",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT133978"}

@article{bb137973,
        AUTHOR = "Fu, Y.W. and Hospedales, T.M. and Xiang, T. and Gong, S.G.",
        TITLE = "Transductive Multi-View Zero-Shot Learning",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2332-2345",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT133979"}

@inproceedings{bb137974,
        AUTHOR = "Kodirov, E. and Xiang, T. and Gong, S.G.",
        TITLE = "Semantic Autoencoder for Zero-Shot Learning",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "4447-4456",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT133980"}

@inproceedings{bb137975,
        AUTHOR = "Kodirov, E. and Xiang, T. and Fu, Z.Y. and Gong, S.G.",
        TITLE = "Unsupervised Domain Adaptation for Zero-Shot Learning",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "2452-2460",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT133981"}

@inproceedings{bb137976,
        AUTHOR = "Fu, Y.W. and Yang, Y.X. and Hospedales, T.M. and Xiang, T. and Gong, S.G.",
        TITLE = "Transductive Multi-label Zero-shot Learning",
        BOOKTITLE = BMVC14,
        YEAR = "2014",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT133982"}

@inproceedings{bb137977,
        AUTHOR = "Xu, X. and Hospedales, T.M. and Gong, S.G.",
        TITLE = "Multi-Task Zero-Shot Action Recognition with Prioritised Data
Augmentation",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "II: 343-359",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT133983"}

@inproceedings{bb137978,
        AUTHOR = "Fu, Y.W. and Hospedales, T.M. and Xiang, T. and Fu, Z.Y. and Gong, S.G.",
        TITLE = "Transductive Multi-view Embedding for Zero-Shot Recognition and
Annotation",
        BOOKTITLE = ECCV14,
        YEAR = "2014",
        PAGES = "II: 584-599",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT133984"}

@article{bb137979,
        AUTHOR = "Hoo, W.L. and Chan, C.S.",
        TITLE = "Zero-Shot Object Recognition System Based on Topic Model",
        JOURNAL = HMS,
        VOLUME = "45",
        YEAR = "2015",
        NUMBER = "4",
        MONTH = "August",
        PAGES = "518-525",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT133985"}

@inproceedings{bb137980,
        AUTHOR = "Hoo, W.L. and Chan, C.S.",
        TITLE = "pLSA-based zero-shot learning",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "4297-4301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT133986"}

@article{bb137981,
        AUTHOR = "Cheng, Y. and Qiao, X. and Wang, X.S.",
        TITLE = "An Improved Indirect Attribute Weighted Prediction Model for Zero-Shot
Image Classification",
        JOURNAL = IEICE,
        VOLUME = "E99-D",
        YEAR = "2016",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "435-442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT133987"}

@article{bb137982,
        AUTHOR = "Wang, X. and Chen, C. and Cheng, Y.",
        TITLE = "Zero-shot learning by exploiting class-related and attribute-related
prior knowledge",
        JOURNAL = IET-CV,
        VOLUME = "10",
        YEAR = "2016",
        NUMBER = "6",
        PAGES = "483-492",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT133988"}

@article{bb137983,
        AUTHOR = "Qin, J. and Wang, Y. and Liu, L. and Chen, J. and Shao, L.",
        TITLE = "Beyond Semantic Attributes:
Discrete Latent Attributes Learning for Zero-Shot Recognition",
        JOURNAL = SPLetters,
        VOLUME = "23",
        YEAR = "2016",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1667-1671",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT133989"}

@inproceedings{bb137984,
        AUTHOR = "Qin, J. and Liu, L. and Shao, L. and Shen, F. and Ni, B. and Chen, J. and Wang, Y.",
        TITLE = "Zero-Shot Action Recognition with Error-Correcting Output Codes",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "1042-1051",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT133990"}

@article{bb137985,
        AUTHOR = "Li, A. and Lu, Z.W. and Wang, L.W. and Xiang, T. and Wen, J.R.",
        TITLE = "Zero-Shot Scene Classification for High Spatial Resolution Remote
Sensing Images",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4157-4167",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT133991"}

@article{bb137986,
        AUTHOR = "Guan, J.C. and Lu, Z.W. and Xiang, T. and Li, A. and Zhao, A. and Wen, J.R.",
        TITLE = "Zero and Few Shot Learning With Semantic Feature Synthesis and
Competitive Learning",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2510-2523",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT133992"}

@article{bb137987,
        AUTHOR = "Wang, Q. and Chen, K.",
        TITLE = "Zero-Shot Visual Recognition via Bidirectional Latent Embedding",
        JOURNAL = IJCV,
        VOLUME = "124",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "September",
        PAGES = "356-383",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT133993"}

@article{bb137988,
        AUTHOR = "Elhoseiny, M. and Elgammal, A.M. and Saleh, B.",
        TITLE = "Write a Classifier: Predicting Visual Classifiers from Unstructured
Text",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2539-2553",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT133994"}

@inproceedings{bb137989,
        AUTHOR = "Elhoseiny, M. and Saleh, B. and Elgammal, A.M.",
        TITLE = "Write a Classifier:
Zero-Shot Learning Using Purely Textual Descriptions",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
        PAGES = "2584-2591",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT133995"}

@article{bb137990,
        AUTHOR = "Luo, C. and Li, Z. and Huang, K. and Feng, J. and Wang, M.",
        TITLE = "Zero-Shot Learning via Attribute Regression and Class Prototype
Rectification",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "637-648",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT133996"}

@article{bb137991,
        AUTHOR = "Sumbul, G. and Cinbis, R.G. and Aksoy, S.",
        TITLE = "Fine-Grained Object Recognition and Zero-Shot Learning in Remote
Sensing Imagery",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "770-779",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT133997"}

@article{bb137992,
        AUTHOR = "Sumbul, G. and Cinbis, R.G. and Aksoy, S.",
        TITLE = "Multisource Region Attention Network for Fine-Grained Object
Recognition in Remote Sensing Imagery",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4929-4937",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT133998"}

@article{bb137993,
        AUTHOR = "Long, T. and Xu, X. and Shen, F.M. and Liu, L. and Xie, N. and Yang, Y.",
        TITLE = "Zero-shot learning via discriminative representation extraction",
        JOURNAL = PRL,
        VOLUME = "109",
        YEAR = "2018",
        PAGES = "27-34",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT133999"}

@article{bb137994,
        AUTHOR = "Qiao, L.F. and Tuo, H.Y. and Wang, J.X. and Wang, C. and Jing, Z.L.",
        TITLE = "Joint attribute chain prediction for zero-shot learning",
        JOURNAL = IET-CV,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "6",
        MONTH = "September",
        PAGES = "873-881",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT134000"}

@inproceedings{bb137995,
        AUTHOR = "Qiao, L.F. and Tuo, H.Y. and Fang, Z. and Feng, P. and Jing, Z.L.",
        TITLE = "Joint probability estimation of attribute chain for zero-shot
learning",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1863-1867",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT134001"}

@article{bb137996,
        AUTHOR = "Long, Y. and Liu, L. and Shen, F. and Shao, L. and Li, X.",
        TITLE = "Zero-Shot Learning Using Synthesised Unseen Visual Data with
Diffusion Regularisation",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2498-2512",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT134002"}

@inproceedings{bb137997,
        AUTHOR = "Long, Y. and Liu, L. and Shao, L. and Shen, F. and Ding, G. and Han, J.",
        TITLE = "From Zero-Shot Learning to Conventional Supervised Classification:
Unseen Visual Data Synthesis",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "6165-6174",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT134003"}

@article{bb137998,
        AUTHOR = "Gui, R. and Xu, X. and Wang, L. and Yang, R. and Pu, F.L.",
        TITLE = "A Generalized Zero-Shot Learning Framework for PolSAR Land Cover
Classification",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "8",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT134004"}

@article{bb137999,
        AUTHOR = "Shen, Y.Y. and Li, Q. and Xu, D. and Zhang, Z.Y. and Yang, R.",
        TITLE = "Triple Loss Based Framework for Generalized Zero-Shot Learning",
        JOURNAL = IEICE,
        VOLUME = "E105-D",
        YEAR = "2022",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "832-835",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT134005"}

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