@article{bb110100,
        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#TT106408"}

@inproceedings{bb110101,
        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#TT106409"}

@inproceedings{bb110102,
        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#TT106410"}

@article{bb110103,
        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#TT106411"}

@inproceedings{bb110104,
        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#TT106411"}

@inproceedings{bb110105,
        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#TT106412"}

@article{bb110106,
        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#TT106413"}

@inproceedings{bb110107,
        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#TT106414"}

@inproceedings{bb110108,
        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#TT106415"}

@inproceedings{bb110109,
        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#TT106416"}

@inproceedings{bb110110,
        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#TT106417"}

@article{bb110111,
        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#TT106418"}

@inproceedings{bb110112,
        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#TT106419"}

@article{bb110113,
        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#TT106420"}

@inproceedings{bb110114,
        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#TT106421"}

@article{bb110115,
        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#TT106422"}

@article{bb110116,
        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#TT106423"}

@article{bb110117,
        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#TT106424"}

@article{bb110118,
        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#TT106425"}

@article{bb110119,
        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#TT106426"}

@article{bb110120,
        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#TT106427"}

@article{bb110121,
        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#TT106428"}

@article{bb110122,
        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#TT106429"}

@article{bb110123,
        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#TT106430"}

@article{bb110124,
        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#TT106431"}

@inproceedings{bb110125,
        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#TT106432"}

@article{bb110126,
        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#TT106433"}

@article{bb110127,
        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#TT106434"}

@article{bb110128,
        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#TT106435"}

@article{bb110129,
        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#TT106436"}

@article{bb110130,
        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#TT106437"}

@article{bb110131,
        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#TT106438"}

@article{bb110132,
        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#TT106439"}

@article{bb110133,
        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#TT106440"}

@article{bb110134,
        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#TT106441"}

@article{bb110135,
        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#TT106442"}

@article{bb110136,
        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#TT106443"}

@article{bb110137,
        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#TT106444"}

@article{bb110138,
        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#TT106445"}

@article{bb110139,
        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#TT106446"}

@article{bb110140,
        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#TT106447"}

@article{bb110141,
        AUTHOR = "Kim, J. and Chi, 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#TT106448"}

@article{bb110142,
        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#TT106449"}

@article{bb110143,
        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#TT106450"}

@article{bb110144,
        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#TT106451"}

@article{bb110145,
        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#TT106452"}

@article{bb110146,
        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#TT106453"}

@inproceedings{bb110147,
        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#TT106454"}

@article{bb110148,
        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#TT106455"}

@article{bb110149,
        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#TT106456"}

@article{bb110150,
        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#TT106457"}

@article{bb110151,
        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#TT106458"}

@article{bb110152,
        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#TT106459"}

@article{bb110153,
        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#TT106460"}

@article{bb110154,
        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#TT106461"}

@article{bb110155,
        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#TT106462"}

@article{bb110156,
        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#TT106463"}

@inproceedings{bb110157,
        AUTHOR = "Stojanov, S. and Thai, A. and Rehg, J.M.",
        TITLE = "Using Shape to Categorize: Low-Shot Learning with an Explicit Shape
Bias",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "1798-1808",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106464"}

@inproceedings{bb110158,
        AUTHOR = "Hong, J. and Fang, P.F. and Li, W. and Zhang, T. and Simon, C. and Harandi, M. and Petersson, L.",
        TITLE = "Reinforced Attention for Few-Shot Learning and Beyond",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "913-923",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106465"}

@inproceedings{bb110159,
        AUTHOR = "Tang, S.X. and Chen, D.P. and Bai, L. and Liu, K. and Ge, Y. and Ouyang, W.L.",
        TITLE = "Mutual CRF-GNN for Few-shot Learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "2329-2339",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106466"}

@inproceedings{bb110160,
        AUTHOR = "Zhang, B.Q. and Li, X. and Ye, Y.M. and Huang, Z.C. and Zhang, L.",
        TITLE = "Prototype Completion with Primitive Knowledge for Few-Shot Learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "3753-3761",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106467"}

@inproceedings{bb110161,
        AUTHOR = "Xu, C.M. and Fu, Y.W. and Liu, C. and Wang, C.J. and Li, J.L. and Huang, F.Y. and Zhang, L. and Xue, X.Y.",
        TITLE = "Learning Dynamic Alignment via Meta-filter for Few-shot Learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "5178-5187",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106468"}

@inproceedings{bb110162,
        AUTHOR = "Chen, C. and Yang, X. and Xu, C.S. and Huang, X. and Ma, Z.",
        TITLE = "ECKPN: Explicit Class Knowledge Propagation Network for Transductive
Few-shot Learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "6592-6601",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106469"}

@inproceedings{bb110163,
        AUTHOR = "Wertheimer, D. and Tang, L. and Hariharan, B.",
        TITLE = "Few-Shot Classification with Feature Map Reconstruction Networks",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "8008-8017",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106470"}

@inproceedings{bb110164,
        AUTHOR = "Zhang, H.G. and Koniusz, P. and Jian, S. and Li, H.D. and Torr, P.H.S.",
        TITLE = "Rethinking Class Relations: Absolute-relative Supervised and
Unsupervised Few-shot Learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "9427-9436",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106471"}

@inproceedings{bb110165,
        AUTHOR = "Yue, X.Y. and Zheng, Z.W. and Zhang, S.H. and Gao, Y. and Darrell, T. and Keutzer, K. and Vincentelli, A.S.",
        TITLE = "Prototypical Cross-domain Self-supervised Learning for Few-shot
Unsupervised Domain Adaptation",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "13829-13839",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106472"}

@inproceedings{bb110166,
        AUTHOR = "Chen, Z. and Ge, J.X. and Zhan, H. and Huang, S. and Wang, D.",
        TITLE = "Pareto Self-Supervised Training for Few-Shot Learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "13658-13667",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106473"}

@inproceedings{bb110167,
        AUTHOR = "Rizve, M.N. and Khan, S. and Khan, F.S. and Shah, M.",
        TITLE = "Exploring Complementary Strengths of Invariant and Equivariant
Representations for Few-Shot Learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "10831-10841",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106474"}

@inproceedings{bb110168,
        AUTHOR = "Zhao, Y. and Li, C.Y. and Yu, P. and Chen, C.Y.",
        TITLE = "ReMP: Rectified Metric Propagation for Few-Shot Learning",
        BOOKTITLE = LLID21,
        YEAR = "2021",
        PAGES = "2581-2590",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106475"}

@inproceedings{bb110169,
        AUTHOR = "Chen, Z. and Maji, S. and Learned Miller, E.",
        TITLE = "Shot in the Dark: Few-Shot Learning with No Base-Class Labels",
        BOOKTITLE = LLID21,
        YEAR = "2021",
        PAGES = "2662-2671",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106476"}

@inproceedings{bb110170,
        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/pattern605os1.html#TT106477"}

@inproceedings{bb110171,
        AUTHOR = "Mazumder, P. and Singh, P. and Namboodiri, V.P.",
        TITLE = "Improving Few-Shot Learning using Composite Rotation based Auxiliary
Task",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "2653-2662",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106478"}

@inproceedings{bb110172,
        AUTHOR = "Mazumder, P. and Singh, P. and Namboodiri, V.P.",
        TITLE = "RNNP: A Robust Few-Shot Learning Approach",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "2663-2672",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106479"}

@inproceedings{bb110173,
        AUTHOR = "Azad, R. and Fayjie, A.R. and Kauffmann, C. and Ben Ayed, I. and Pedersoli, M. and Dolz, J.",
        TITLE = "On the Texture Bias for Few-Shot CNN Segmentation",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "2673-2682",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106480"}

@inproceedings{bb110174,
        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#TT106481"}

@inproceedings{bb110175,
        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#TT106482"}

@inproceedings{bb110176,
        AUTHOR = "Liu, G. and Zhao, L.L. and Li, W. and Guo, D. and Fang, X.Z.",
        TITLE = "Class-wise Metric Scaling for Improved Few-Shot Classification",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "586-595",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106483"}

@inproceedings{bb110177,
        AUTHOR = "Zhang, J.H. and Zhang, M. and Lu, Z.W. and Xiang, T.",
        TITLE = "AdarGCN: Adaptive Aggregation GCN for Few-Shot Learning",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "3481-3490",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106484"}

@inproceedings{bb110178,
        AUTHOR = "Zhang, G. and Cui, K. and Wu, R. and Lu, S. and Tian, Y.H.",
        TITLE = "PNPDet: Efficient Few-shot Detection without Forgetting via
Plug-and-Play Sub-networks",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "3822-3831",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106485"}

@inproceedings{bb110179,
        AUTHOR = "Luo, Q. and Wang, L.F. and Lv, J. and Xiang, S.M. and Pan, C.",
        TITLE = "Few-Shot Learning via Feature Hallucination with Variational
Inference",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "3962-3971",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106486"}

@inproceedings{bb110180,
        AUTHOR = "Fortin, M.P. and Chaib draa, B.",
        TITLE = "Towards Contextual Learning in Few-shot Object Classification",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "3278-3287",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106487"}

@inproceedings{bb110181,
        AUTHOR = "Zhang, X. and Zhang, Y. and Zhang, Z.",
        TITLE = "Multi-granularity Recurrent Attention Graph Neural Network for Few-shot
Learning",
        BOOKTITLE = MMMod21,
        YEAR = "2021",
        PAGES = "II:147-158",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106488"}

@inproceedings{bb110182,
        AUTHOR = "Wang, H.J. and Lian, J. and Xiong, S.W.",
        TITLE = "Few-shot Learning with Unlabeled Outlier Exposure",
        BOOKTITLE = MMMod21,
        YEAR = "2021",
        PAGES = "I:340-351",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106489"}

@inproceedings{bb110183,
        AUTHOR = "Matsumi, S. and Yamada, K.",
        TITLE = "Few-Shot Learning Based on Metric Learning Using Class Augmentation",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "196-201",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106490"}

@inproceedings{bb110184,
        AUTHOR = "Wu, W. and Pang, S. and Tian, Z.Q. and Li, Y.",
        TITLE = "Meta Generalized Network for Few-Shot Classification",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "1400-1405",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106491"}

@inproceedings{bb110185,
        AUTHOR = "Zhong, X. and Gu, C. and Huang, W.X. and Li, L. and Chen, S. 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/pattern605os1.html#TT106492"}

@inproceedings{bb110186,
        AUTHOR = "Lifchitz, Y. and Avrithis, Y. and Picard, S.",
        TITLE = "Few-Shot Few-Shot Learning and the role of Spatial Attention",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "2693-2700",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106493"}

@inproceedings{bb110187,
        AUTHOR = "Nguyen, K. and Todorovic, S.",
        TITLE = "A Self-supervised GAN for Unsupervised Few-shot Object Recognition",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "3225-3231",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106494"}

@inproceedings{bb110188,
        AUTHOR = "Sun, J. and Lapuschkin, S. and Samek, W. and Zhao, Y.Q. and Cheung, N.M. and Binder, A.",
        TITLE = "Explanation-Guided Training for Cross-Domain Few-Shot Classification",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "7609-7616",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106495"}

@inproceedings{bb110189,
        AUTHOR = "Hu, Y.Q. and Gripon, V. and Pateux, S.",
        TITLE = "Graph-based Interpolation of Feature Vectors for Accurate Few-Shot
Classification",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "8164-8171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106496"}

@inproceedings{bb110190,
        AUTHOR = "Yan, B. and Zhou, C. and Zhao, B. and Guo, K. and Yang, J. and Li, X.B. and Zhang, M. and Wang, Y.",
        TITLE = "Augmented Bi-path Network for Few-shot Learning",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "8461-8468",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106497"}

@inproceedings{bb110191,
        AUTHOR = "Wang, Z. and Liu, L. and Li, F.",
        TITLE = "TAAN: Task-Aware Attention Network for Few-shot Classification",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9130-9136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106498"}

@inproceedings{bb110192,
        AUTHOR = "Lifchitz, Y. and Avrithis, Y. and Picard, S.",
        TITLE = "Local Propagation for Few-Shot Learning",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "10457-10464",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106499"}

@inproceedings{bb110193,
        AUTHOR = "Cai, C.H. and Yuan, M.L. and Lu, T.",
        TITLE = "IFSM: An Iterative Feature Selection Mechanism for Few-Shot Image
Classification",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9429-9436",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106500"}

@inproceedings{bb110194,
        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/pattern605os1.html#TT106501"}

@inproceedings{bb110195,
        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/pattern605os1.html#TT106502"}

@inproceedings{bb110196,
        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/pattern605os1.html#TT106503"}

@inproceedings{bb110197,
        AUTHOR = "Guan, J. and Zhang, M. and Lu, Z.W.",
        TITLE = "Large-scale Cross-domain Few-shot Learning",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "III:474-491",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106504"}

@inproceedings{bb110198,
        AUTHOR = "Das, D. and Moon, J.H. and Lee, C.S.G.",
        TITLE = "Few-shot Image Recognition with Manifolds",
        BOOKTITLE = ISVC20,
        YEAR = "2020",
        PAGES = "II:3-14",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT106505"}

@inproceedings{bb110199,
        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/pattern605os1.html#TT106506"}

Last update:Dec 7, 2021 at 16:42:42