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@inproceedings{bb109005,
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@inproceedings{bb109006,
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        TITLE = "Zero-Shot Recognition via Structured Prediction",
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@inproceedings{bb109007,
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@inproceedings{bb109008,
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@inproceedings{bb109009,
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@inproceedings{bb109010,
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@inproceedings{bb109012,
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@article{bb109032,
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        TITLE = "Deep Multiple Instance Learning for Zero-Shot Image Tagging",
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@article{bb109034,
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@article{bb109035,
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@article{bb109039,
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@article{bb109040,
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@article{bb109041,
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@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.",
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@article{bb109045,
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@article{bb109046,
        AUTHOR = "Zhang, C.J. and Li, C.H. and Cheng, J.",
        TITLE = "Few-Shot Visual Classification Using Image Pairs With Binary
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        NUMBER = "9",
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@article{bb109047,
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        TITLE = "Improved prototypical networks for few-Shot learning",
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@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",
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@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
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@article{bb109050,
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        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
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        YEAR = "2021",
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@article{bb109052,
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        TITLE = "MPPCANet: A feedforward learning strategy for few-shot image
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@article{bb109053,
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@article{bb109054,
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@article{bb109055,
        AUTHOR = "Huang, H. and Zhang, J. and Zhang, J. and Xu, J.S. and Wu, Q.",
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@article{bb109056,
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@article{bb109057,
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@article{bb109058,
        AUTHOR = "Ye, H.J. and Hum, H.X. and Zhan, D.C.",
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@article{bb109059,
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@article{bb109060,
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        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",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "14",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT105372"}

@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,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "6983-6994",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT105373"}

@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",
        JOURNAL = PRL,
        VOLUME = "149",
        YEAR = "2021",
        PAGES = "130-136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT105374"}

@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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT105375"}

@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",
        JOURNAL = PR,
        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",
        BOOKTITLE = WACV21,
        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",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "2673-2682",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT105382"}

@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,
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@inproceedings{bb109087,
        AUTHOR = "Nguyen, K. and Todorovic, S.",
        TITLE = "A Self-supervised GAN for Unsupervised Few-shot Object Recognition",
        BOOKTITLE = ICPR21,
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        PAGES = "3225-3231",
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@inproceedings{bb109088,
        AUTHOR = "Sun, J. and Lapuschkin, S. and Samek, W. and Zhao, Y.Q. and Cheung, N.M. and Binder, A.",
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        BOOKTITLE = ICPR21,
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        PAGES = "7609-7616",
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@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",
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@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.",
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@inproceedings{bb109091,
        AUTHOR = "Wang, Z. and Liu, L. and Li, F.",
        TITLE = "TAAN: Task-Aware Attention Network for Few-shot Classification",
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@inproceedings{bb109092,
        AUTHOR = "Lifchitz, Y. and Avrithis, Y. and Picard, S.",
        TITLE = "Local Propagation for Few-Shot Learning",
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@inproceedings{bb109093,
        AUTHOR = "Cai, C.H. and Yuan, M.L. and Lu, T.",
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@inproceedings{bb109094,
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@inproceedings{bb109095,
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@inproceedings{bb109096,
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@inproceedings{bb109097,
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@inproceedings{bb109098,
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@inproceedings{bb109099,
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Last update:Oct 16, 2021 at 11:54:21