@inproceedings{bb109000,
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#TT105310"}
@inproceedings{bb109001,
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#TT105311"}
@inproceedings{bb109002,
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#TT105312"}
@inproceedings{bb109003,
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#TT105313"}
@inproceedings{bb109004,
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#TT105314"}
@inproceedings{bb109005,
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#TT105315"}
@inproceedings{bb109006,
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#TT105316"}
@inproceedings{bb109007,
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#TT105317"}
@inproceedings{bb109008,
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#TT105318"}
@inproceedings{bb109009,
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#TT105319"}
@inproceedings{bb109010,
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#TT105320"}
@inproceedings{bb109011,
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#TT105321"}
@inproceedings{bb109012,
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#TT105322"}
@inproceedings{bb109013,
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#TT105323"}
@inproceedings{bb109014,
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#TT105324"}
@inproceedings{bb109015,
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#TT105325"}
@inproceedings{bb109016,
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#TT105326"}
@inproceedings{bb109017,
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#TT105327"}
@inproceedings{bb109018,
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#TT105328"}
@article{bb109019,
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#TT105329"}
@inproceedings{bb109020,
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#TT105330"}
@inproceedings{bb109021,
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#TT105331"}
@article{bb109022,
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#TT105332"}
@inproceedings{bb109023,
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#TT105332"}
@inproceedings{bb109024,
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#TT105333"}
@article{bb109025,
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#TT105334"}
@inproceedings{bb109026,
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#TT105335"}
@inproceedings{bb109027,
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#TT105336"}
@inproceedings{bb109028,
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#TT105337"}
@inproceedings{bb109029,
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#TT105338"}
@article{bb109030,
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#TT105339"}
@inproceedings{bb109031,
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#TT105340"}
@article{bb109032,
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#TT105341"}
@inproceedings{bb109033,
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#TT105342"}
@article{bb109034,
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#TT105343"}
@article{bb109035,
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#TT105344"}
@article{bb109036,
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#TT105345"}
@article{bb109037,
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#TT105346"}
@article{bb109038,
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#TT105347"}
@article{bb109039,
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#TT105348"}
@article{bb109040,
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#TT105349"}
@article{bb109041,
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#TT105350"}
@article{bb109042,
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#TT105351"}
@article{bb109043,
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#TT105352"}
@inproceedings{bb109044,
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#TT105353"}
@article{bb109045,
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#TT105354"}
@article{bb109046,
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#TT105355"}
@article{bb109047,
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#TT105356"}
@article{bb109048,
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#TT105357"}
@article{bb109049,
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#TT105358"}
@article{bb109050,
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#TT105359"}
@article{bb109051,
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#TT105360"}
@article{bb109052,
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#TT105361"}
@article{bb109053,
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#TT105362"}
@article{bb109054,
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#TT105363"}
@article{bb109055,
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#TT105364"}
@article{bb109056,
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#TT105365"}
@article{bb109057,
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#TT105366"}
@article{bb109058,
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#TT105367"}
@article{bb109059,
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#TT105368"}
@article{bb109060,
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#TT105369"}
@article{bb109061,
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#TT105370"}
@article{bb109062,
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#TT105371"}
@article{bb109063,
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",
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@article{bb109064,
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,
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YEAR = "2021",
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@article{bb109065,
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",
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@inproceedings{bb109066,
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",
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@article{bb109067,
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",
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VOLUME = "120",
YEAR = "2021",
PAGES = "108111",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT105376"}
@inproceedings{bb109068,
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#TT105377"}
@inproceedings{bb109069,
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#TT105378"}
@inproceedings{bb109070,
AUTHOR = "Pahde, F. and Puscas, M. and Klein, T. and Nabi, M.",
TITLE = "Multimodal Prototypical Networks for Few-shot Learning",
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YEAR = "2021",
PAGES = "2643-2652",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT105379"}
@inproceedings{bb109071,
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#TT105380"}
@inproceedings{bb109072,
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#TT105381"}
@inproceedings{bb109073,
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",
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YEAR = "2021",
PAGES = "2673-2682",
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@inproceedings{bb109074,
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#TT105383"}
@inproceedings{bb109075,
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#TT105384"}
@inproceedings{bb109076,
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#TT105385"}
@inproceedings{bb109077,
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#TT105386"}
@inproceedings{bb109078,
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#TT105387"}
@inproceedings{bb109079,
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#TT105388"}
@inproceedings{bb109080,
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#TT105389"}
@inproceedings{bb109081,
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#TT105390"}
@inproceedings{bb109082,
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#TT105391"}
@inproceedings{bb109083,
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#TT105392"}
@inproceedings{bb109084,
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#TT105393"}
@inproceedings{bb109085,
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#TT105394"}
@inproceedings{bb109086,
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#TT105395"}
@inproceedings{bb109087,
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#TT105396"}
@inproceedings{bb109088,
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#TT105397"}
@inproceedings{bb109089,
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#TT105398"}
@inproceedings{bb109090,
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#TT105399"}
@inproceedings{bb109091,
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#TT105400"}
@inproceedings{bb109092,
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#TT105401"}
@inproceedings{bb109093,
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#TT105402"}
@inproceedings{bb109094,
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#TT105403"}
@inproceedings{bb109095,
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#TT105404"}
@inproceedings{bb109096,
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#TT105405"}
@inproceedings{bb109097,
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#TT105406"}
@inproceedings{bb109098,
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#TT105407"}
@inproceedings{bb109099,
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#TT105408"}
Last update:Oct 16, 2021 at 11:54:21