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        AUTHOR = "Zhang, H.G. and Torr, P.H.S. and Koniusz, P.",
        TITLE = "Improving Few-shot Learning by Spatially-aware Matching and
Crosstransformer",
        BOOKTITLE = ACCV22,
        YEAR = "2022",
        PAGES = "V:3-20",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137058"}

@inproceedings{bb141101,
        AUTHOR = "Song, K. and Wu, Y.C. and Chen, J.S. and Hu, T.Y. and Ma, H.M.",
        TITLE = "Gestalt-guided Image Understanding for Few-shot Learning",
        BOOKTITLE = ACCV22,
        YEAR = "2022",
        PAGES = "II:409-424",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137059"}

@inproceedings{bb141102,
        AUTHOR = "Sendera, M. and Przewiezlikowski, M. and Karanowski, K. and Zieba, M. and Tabor, J. and Spurek, P.",
        TITLE = "HyperShot: Few-Shot Learning by Kernel HyperNetworks",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "2468-2477",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137060"}

@inproceedings{bb141103,
        AUTHOR = "He, J. and Kortylewski, A. and Yuille, A.L.",
        TITLE = "CORL: Compositional Representation Learning for Few-Shot
Classification",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "3879-3888",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137061"}

@inproceedings{bb141104,
        AUTHOR = "Hou, Z.J. and Kung, S.Y.",
        TITLE = "Semi-Supervised Few-Shot Learning from A Dependency-Discriminant
Perspective",
        BOOKTITLE = ECV22,
        YEAR = "2022",
        PAGES = "2816-2824",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137062"}

@inproceedings{bb141105,
        AUTHOR = "He, X. and Li, F.Z.",
        TITLE = "Task-adaptive Few-shot Learning on Sphere Manifold",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "2949-2956",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137063"}

@inproceedings{bb141106,
        AUTHOR = "Zhang, T. and Huang, W.",
        TITLE = "Kernel Relative-prototype Spectral Filtering for Few-Shot Learning",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XX:541-557",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137064"}

@inproceedings{bb141107,
        AUTHOR = "Nguyen, K.D. and Tran, Q.H. and Nguyen, K. and Hua, B.S. and Nguyen, R.",
        TITLE = "Inductive and Transductive Few-Shot Video Classification via Appearance
and Temporal Alignments",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XX:471-487",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137065"}

@inproceedings{bb141108,
        AUTHOR = "Yang, Z.Y. and Wang, J.H. and Zhu, Y.Y.",
        TITLE = "Few-Shot Classification with Contrastive Learning",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XX:293-309",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137066"}

@inproceedings{bb141109,
        AUTHOR = "Li, H.Q. and Zhang, L. and Zhang, D. and Fu, L. and Yang, P. and Zhang, J.G.",
        TITLE = "TransVLAD: Focusing on Locally Aggregated Descriptors for Few-Shot
Learning",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XX:524-540",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137067"}

@inproceedings{bb141110,
        AUTHOR = "Rhee, H.C. and Cho, N.I.",
        TITLE = "Episode Difficulty Based Sampling Method for Few-Shot Classification",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "296-300",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137068"}

@inproceedings{bb141111,
        AUTHOR = "Zarei, M.R. and Komeili, M.",
        TITLE = "Interpretable Concept-Based Prototypical Networks for Few-Shot
Learning",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "4078-4082",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137069"}

@inproceedings{bb141112,
        AUTHOR = "Fu, M.H. and Cao, Y.H. and Wu, J.X.",
        TITLE = "Worst Case Matters for Few-Shot Recognition",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XX:99-115",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137070"}

@inproceedings{bb141113,
        AUTHOR = "Yi, K. and Shen, X.Q. and Gou, Y.H. and Elhoseiny, M.",
        TITLE = "Exploring Hierarchical Graph Representation for Large-Scale Zero-Shot
Image Classification",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XX:116-132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137071"}

@inproceedings{bb141114,
        AUTHOR = "Lai, J.X. and Yang, S. and Liu, W.L. and Zeng, Y. and Huang, Z.Y. and Wu, W.L. and Liu, J. and Gao, B.B. and Wang, C.J.",
        TITLE = "tSF: Transformer-Based Semantic Filter for Few-Shot Learning",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XX:1-19",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137072"}

@inproceedings{bb141115,
        AUTHOR = "Ma, R.K. and Fang, P.F. and Avraham, G. and Zuo, Y. and Zhu, T.Y. and Drummond, T. and Harandi, M.",
        TITLE = "Learning Instance and Task-Aware Dynamic Kernels for Few-Shot Learning",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XX:257-274",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137073"}

@inproceedings{bb141116,
        AUTHOR = "Comer, J.F. and Jacobson, P.L. and Hoffmann, H.",
        TITLE = "Few-Shot Image Classification Along Sparse Graphs",
        BOOKTITLE = L3D-IVU22,
        YEAR = "2022",
        PAGES = "4186-4194",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137074"}

@inproceedings{bb141117,
        AUTHOR = "Ye, M. and Lin, X. and Burachas, G. and Divakaran, A. and Yao, Y.",
        TITLE = "Hybrid Consistency Training with Prototype Adaptation for Few-Shot
Learning",
        BOOKTITLE = ECV22,
        YEAR = "2022",
        PAGES = "2725-2734",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137075"}

@inproceedings{bb141118,
        AUTHOR = "Chikontwe, P. and Kim, S. and Park, S.H.",
        TITLE = "CAD: Co-Adapting Discriminative Features for Improved Few-Shot
Classification",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "14534-14543",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137076"}

@inproceedings{bb141119,
        AUTHOR = "Kang, D. and Cho, M.",
        TITLE = "Integrative Few-Shot Learning for Classification and Segmentation",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "9969-9980",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137077"}

@inproceedings{bb141120,
        AUTHOR = "Xu, J.Y. and Le, H.",
        TITLE = "Generating Representative Samples for Few-Shot Classification",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "8993-9003",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137078"}

@inproceedings{bb141121,
        AUTHOR = "Liang, K.J. and Rangrej, S.B. and Petrovic, V. and Hassner, T.",
        TITLE = "Few-shot Learning with Noisy Labels",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "9079-9088",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137079"}

@inproceedings{bb141122,
        AUTHOR = "Zhao, R.J. and Zhu, K. and Cao, Y. and Zha, Z.J.",
        TITLE = "AS-Net:
Class-Aware Assistance and Suppression Network for Few-Shot Learning",
        BOOKTITLE = MMMod22,
        YEAR = "2022",
        PAGES = "II:27-39",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137080"}

@inproceedings{bb141123,
        AUTHOR = "Massiceti, D. and Zintgraf, L. and Bronskill, J. and Theodorou, L. and Harris, M.T. and Cutrell, E. and Morrison, C. and Hofmann, K. and Stumpf, S.",
        TITLE = "ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "10798-10808",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137081"}

@inproceedings{bb141124,
        AUTHOR = "Zhang, C. and Ding, H.H. and Lin, G.S. and Li, R. and Wang, C.H. and Shen, C.H.",
        TITLE = "Meta Navigator:
Search for a Good Adaptation Policy for Few-shot Learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "9415-9424",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137082"}

@inproceedings{bb141125,
        AUTHOR = "Xu, J.Y. and Le, H. and Huang, M.Z. and Athar, S. and Samaras, D.",
        TITLE = "Variational Feature Disentangling for Fine-Grained Few-Shot
Classification",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8792-8801",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137083"}

@inproceedings{bb141126,
        AUTHOR = "Zhou, Z.Q. and Qiu, X. and Xie, J.T. and Wu, J. and Zhang, C.",
        TITLE = "Binocular Mutual Learning for Improving Few-shot Classification",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8382-8391",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137084"}

@inproceedings{bb141127,
        AUTHOR = "Qi, G.D. and Yu, H.M. and Lu, Z.H. and Li, S.Z.",
        TITLE = "Transductive Few-Shot Classification on the Oblique Manifold",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8392-8402",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137085"}

@inproceedings{bb141128,
        AUTHOR = "Wu, J. and Zhang, T.Z. and Zhang, Y.D. and Wu, F.",
        TITLE = "Task-aware Part Mining Network for Few-Shot Learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8413-8422",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137086"}

@inproceedings{bb141129,
        AUTHOR = "Lazarou, M. and Stathaki, T. and Avrithis, Y.",
        TITLE = "Tensor feature hallucination for few-shot learning",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "2050-2060",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137087"}

@inproceedings{bb141130,
        AUTHOR = "Yang, P. and Ren, S.G. and Zhao, Y. and Li, P.",
        TITLE = "Calibrating CNNs for Few-Shot Meta Learning",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "408-417",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137088"}

@inproceedings{bb141131,
        AUTHOR = "Liu, S. and Wang, Y.",
        TITLE = "Few-shot Learning with Online Self-Distillation",
        BOOKTITLE = VIPriors21,
        YEAR = "2021",
        PAGES = "1067-1070",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137089"}

@inproceedings{bb141132,
        AUTHOR = "Thai, A. and Stojanov, S. and Huang, Z.X. and Rehg, J.M.",
        TITLE = "The Surprising Positive Knowledge Transfer in Continual 3D Object
Shape Reconstruction",
        BOOKTITLE = "3DV22",
        YEAR = "2022",
        PAGES = "209-218",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137090"}

@inproceedings{bb141133,
        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/pattern605fes2.html#TT137091"}

@inproceedings{bb141134,
        AUTHOR = "Tang, S.X. and Chen, D.P. and Bai, L. and Liu, K.J. and Ge, Y.X. 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/pattern605fes2.html#TT137092"}

@inproceedings{bb141135,
        AUTHOR = "Chen, C.F. and Yang, X.S. and Xu, C.S. and Huang, X.H. 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/pattern605fes2.html#TT137093"}

@inproceedings{bb141136,
        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/pattern605fes2.html#TT137094"}

@inproceedings{bb141137,
        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/pattern605fes2.html#TT137095"}

@inproceedings{bb141138,
        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/pattern605fes2.html#TT137096"}

@inproceedings{bb141139,
        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/pattern605fes2.html#TT137097"}

@inproceedings{bb141140,
        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/pattern605fes2.html#TT137098"}

@inproceedings{bb141141,
        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/pattern605fes2.html#TT137099"}

@inproceedings{bb141142,
        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/pattern605fes2.html#TT137100"}

@inproceedings{bb141143,
        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/pattern605fes2.html#TT137101"}

@inproceedings{bb141144,
        AUTHOR = "Zhang, G.J. and Cui, K.W. and Wu, R.L. and Lu, S.J. 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/pattern605fes2.html#TT137102"}

@inproceedings{bb141145,
        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/pattern605fes2.html#TT137103"}

@inproceedings{bb141146,
        AUTHOR = "Wang, H.J. and Lian, J.Y. 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/pattern605fes2.html#TT137104"}

@inproceedings{bb141147,
        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/pattern605fes2.html#TT137105"}

@inproceedings{bb141148,
        AUTHOR = "Wu, W. and Pang, S.M. and Tian, Z.Q. and Li, Y.C.",
        TITLE = "Meta Generalized Network for Few-Shot Classification",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "1400-1405",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137106"}

@inproceedings{bb141149,
        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/pattern605fes2.html#TT137107"}

@inproceedings{bb141150,
        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/pattern605fes2.html#TT137108"}

@inproceedings{bb141151,
        AUTHOR = "Yan, B.M. and Zhou, C. and Zhao, B. and Guo, K. and Yang, J. and Li, X.B. and Zhang, M. and Wang, Y.Z.",
        TITLE = "Augmented Bi-path Network for Few-shot Learning",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "8461-8468",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137109"}

@inproceedings{bb141152,
        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",
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@inproceedings{bb141153,
        AUTHOR = "Lifchitz, Y. and Avrithis, Y. and Picard, S.",
        TITLE = "Local Propagation for Few-Shot Learning",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "10457-10464",
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@inproceedings{bb141154,
        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/pattern605fes2.html#TT137112"}

@inproceedings{bb141155,
        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/pattern605fes2.html#TT137113"}

@inproceedings{bb141156,
        AUTHOR = "Zhong, Q. and Chen, L. and Qian, Y.",
        TITLE = "Few-Shot Learning for Remote Sensing Image Retrieval With MAML",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "2446-2450",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137114"}

@inproceedings{bb141157,
        AUTHOR = "Rodriguez, P. and Laradji, I. and Drouin, A. and Lacoste, A.",
        TITLE = "Embedding Propagation: Smoother Manifold for Few-shot Classification",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXVI:121-138",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137115"}

@inproceedings{bb141158,
        AUTHOR = "Tian, Y.L. and Wang, Y. and Krishnan, D. and Tenenbaum, J.B. and Isola, P.",
        TITLE = "Rethinking Few-shot Image Classification:
A Good Embedding is All You Need?",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XIV:266-282",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137116"}

@inproceedings{bb141159,
        AUTHOR = "Lichtenstein, M. and Sattigeri, P. and Feris, R.S. and Giryes, R. and Karlinsky, L.",
        TITLE = "Tafssl: Task-adaptive Feature Sub-space Learning for Few-shot
Classification",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "VII:522-539",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137117"}

@inproceedings{bb141160,
        AUTHOR = "Wang, S. and Yue, J. and Liu, J.Z. and Tian, Q. and Wang, M.",
        TITLE = "Large-scale Few-shot Learning via Multi-modal Knowledge Discovery",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "X:718-734",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137118"}

@inproceedings{bb141161,
        AUTHOR = "Nguyen, V.N. and Lokse, S. and Wickstrom, K. and Kampffmeyer, M. and Roverso, D. and Jenssen, R.",
        TITLE = "Sen: A Novel Feature Normalization Dissimilarity Measure for
Prototypical Few-shot Learning Networks",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXIII:118-134",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137119"}

@inproceedings{bb141162,
        AUTHOR = "Liu, J.L. and Song, L. and Qin, Y.Q.",
        TITLE = "Prototype Rectification for Few-shot Learning",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "I:741-756",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137120"}

@inproceedings{bb141163,
        AUTHOR = "Liu, B. and Cao, Y. and Lin, Y.T. and Li, Q. and Zhang, Z. and Long, M.S. and Hu, H.",
        TITLE = "Negative Margin Matters:
Understanding Margin in Few-Shot Classification",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "IV:438-455",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137121"}

@inproceedings{bb141164,
        AUTHOR = "Afrasiyabi, A. and Lalonde, J.F. and Gagne, C.",
        TITLE = "Associative Alignment for Few-shot Image Classification",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "V:18-35",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137122"}

@inproceedings{bb141165,
        AUTHOR = "Liu, Y.Y. and Schiele, B. and Sun, Q.",
        TITLE = "An Ensemble of Epoch-wise Empirical Bayes for Few-shot Learning",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XVI: 404-421",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137123"}

@inproceedings{bb141166,
        AUTHOR = "Guo, Y. and Cheung, N.",
        TITLE = "Attentive Weights Generation for Few Shot Learning via Information
Maximization",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "13496-13505",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137124"}

@inproceedings{bb141167,
        AUTHOR = "Li, A.X. and Huang, W.R. and Lan, X. and Feng, J.S. and Li, Z.G. and Wang, L.W.",
        TITLE = "Boosting Few-Shot Learning With Adaptive Margin Loss",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "12573-12581",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137125"}

@inproceedings{bb141168,
        AUTHOR = "Yang, L. and Li, L. and Zhang, Z. and Zhou, X. and Zhou, E. and Liu, Y.",
        TITLE = "DPGN: Distribution Propagation Graph Network for Few-Shot Learning",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "13387-13396",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137126"}

@inproceedings{bb141169,
        AUTHOR = "Tang, L. and Wertheimer, D. and Hariharan, B.",
        TITLE = "Revisiting Pose-Normalization for Fine-Grained Few-Shot Recognition",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "14340-14349",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137127"}

@inproceedings{bb141170,
        AUTHOR = "Bateni, P. and Goyal, R. and Masrani, V. and Wood, F. and Sigal, L.",
        TITLE = "Improved Few-Shot Visual Classification",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "14481-14490",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137128"}

@inproceedings{bb141171,
        AUTHOR = "Xue, Z. and Xie, Z. and Xing, Z. and Duan, L.",
        TITLE = "Relative Position and Map Networks in Few-shot Learning for Image
Classification",
        BOOKTITLE = VL3W20,
        YEAR = "2020",
        PAGES = "4032-4036",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137129"}

@inproceedings{bb141172,
        AUTHOR = "Ye, H. and Hu, H. and Zhan, D. and Sha, F.",
        TITLE = "Few-Shot Learning via Embedding Adaptation With Set-to-Set Functions",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "8805-8814",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137130"}

@inproceedings{bb141173,
        AUTHOR = "Zhou, L. and Cui, P. and Jia, X. and Yang, S. and Tian, Q.",
        TITLE = "Learning to Select Base Classes for Few-Shot Classification",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "4623-4632",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137131"}

@inproceedings{bb141174,
        AUTHOR = "Jena, R. and Halder, S.S. and Sycara, K.",
        TITLE = "MA3: Model Agnostic Adversarial Augmentation for Few Shot learning",
        BOOKTITLE = VL3W20,
        YEAR = "2020",
        PAGES = "3966-3970",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137132"}

@inproceedings{bb141175,
        AUTHOR = "Li, K. and Zhang, Y. and Li, K. and Fu, Y.",
        TITLE = "Adversarial Feature Hallucination Networks for Few-Shot Learning",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "13467-13476",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137133"}

@inproceedings{bb141176,
        AUTHOR = "Mangla, P. and Singh, M. and Sinha, A. and Kumari, N. and Balasubramanian, V.N. and Krishnamurthy, B.",
        TITLE = "Charting the Right Manifold: Manifold Mixup for Few-shot Learning",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "2207-2216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137134"}

@inproceedings{bb141177,
        AUTHOR = "Chen, P.F. and Yuan, M.L. and Lu, T.",
        TITLE = "Multi-scale Comparison Network for Few-shot Learning",
        BOOKTITLE = MMMod20,
        YEAR = "2020",
        PAGES = "II:3-13",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137135"}

@inproceedings{bb141178,
        AUTHOR = "Wang, X. and Yu, F. and Wang, R. and Darrell, T.J. and Gonzalez, J.E.",
        TITLE = "TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "1831-1840",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137136"}

@inproceedings{bb141179,
        AUTHOR = "Zhang, H.G. and Zhang, J. and Koniusz, P.",
        TITLE = "Few-Shot Learning via Saliency-Guided Hallucination of Samples",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "2765-2774",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137137"}

@inproceedings{bb141180,
        AUTHOR = "Wu, Z.H. and Shi, X.X. and Lin, G.S. and Cai, J.F.",
        TITLE = "Learning Meta-class Memory for Few-Shot Semantic Segmentation",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "497-506",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137138"}

@inproceedings{bb141181,
        AUTHOR = "Zhang, C. and Lin, G.S. and Liu, F.Y. and Yao, R. and Shen, C.H.",
        TITLE = "CANet: Class-Agnostic Segmentation Networks with Iterative Refinement
and Attentive Few-Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "5212-5221",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137139"}

@inproceedings{bb141182,
        AUTHOR = "Chu, W.H. and Li, Y.J. and Chang, J.C. and Wang, Y.C.A.F.",
        TITLE = "Spot and Learn: A Maximum-Entropy Patch Sampler for Few-Shot Image
Classification",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "6244-6253",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137140"}

@inproceedings{bb141183,
        AUTHOR = "Alfassy, A. and Karlinsky, L. and Aides, A. and Shtok, J. and Harary, S. and Feris, R.S. and Giryes, R. and Bronstein, A.M.",
        TITLE = "LaSO: Label-Set Operations Networks for Multi-Label Few-Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "6541-6550",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137141"}

@inproceedings{bb141184,
        AUTHOR = "Wertheimer, D. and Hariharan, B.",
        TITLE = "Few-Shot Learning With Localization in Realistic Settings",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "6551-6560",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137142"}

@inproceedings{bb141185,
        AUTHOR = "Wang, T. and Zhang, X.P. and Yuan, L. and Feng, J.S.",
        TITLE = "Few-Shot Adaptive Faster R-CNN",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7166-7175",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137143"}

@inproceedings{bb141186,
        AUTHOR = "Fei, N.Y. and Guan, J.C. and Lu, Z.W. and Gao, Y.Z.",
        TITLE = "Few-shot Zero-shot Learning: Knowledge Transfer with Less Supervision",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "III:592-608",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137144"}

@inproceedings{bb141187,
        AUTHOR = "Li, A. and Luo, T. and Lu, Z.W. and Xiang, T. and Wang, L.W.",
        TITLE = "Large-Scale Few-Shot Learning: Knowledge Transfer With Class Hierarchy",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7205-7213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137145"}

@inproceedings{bb141188,
        AUTHOR = "Li, W.B. and Wang, L. and Xu, J.L. and Huo, J. and Gao, Y. and Luo, J.B.",
        TITLE = "Revisiting Local Descriptor Based Image-To-Class Measure for Few-Shot
Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7253-7260",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137146"}

@inproceedings{bb141189,
        AUTHOR = "Schonfeld, E. and Ebrahimi, S. and Sinha, S. and Darrell, T.J. and Akata, Z.",
        TITLE = "Generalized Zero- and Few-Shot Learning via Aligned Variational
Autoencoders",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "8239-8247",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137147"}

@inproceedings{bb141190,
        AUTHOR = "Pastore, G. and Cermelli, F. and Xian, Y.Q. and Mancini, M. and Akata, Z. and Caputo, B.",
        TITLE = "A Closer Look at Self-training for Zero-Label Semantic Segmentation",
        BOOKTITLE = LLID21,
        YEAR = "2021",
        PAGES = "2687-2696",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137148"}

@inproceedings{bb141191,
        AUTHOR = "Xian, Y.Q. and Choudhury, S. and He, Y. and Schiele, B. and Akata, Z.",
        TITLE = "Semantic Projection Network for Zero- and Few-Label Semantic
Segmentation",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "8248-8257",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137149"}

@inproceedings{bb141192,
        AUTHOR = "Lifchitz, Y. and Avrithis, Y. and Picard, S. and Bursuc, A.",
        TITLE = "Dense Classification and Implanting for Few-Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9250-9259",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137150"}

@inproceedings{bb141193,
        AUTHOR = "Ye, M. and Guo, Y.H.",
        TITLE = "Progressive Ensemble Networks for Zero-Shot Recognition",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11720-11728",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137151"}

@inproceedings{bb141194,
        AUTHOR = "Atzmon, Y. and Chechik, G.",
        TITLE = "Adaptive Confidence Smoothing for Generalized Zero-Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11663-11672",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137152"}

@inproceedings{bb141195,
        AUTHOR = "Kampffmeyer, M. and Chen, Y. and Liang, X.D. and Wang, H. and Zhang, Y.J. and Xing, E.P.",
        TITLE = "Rethinking Knowledge Graph Propagation for Zero-Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11479-11488",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137153"}

@inproceedings{bb141196,
        AUTHOR = "Tong, B. and Wang, C. and Klinkigt, M. and Kobayashi, Y. and Nonaka, Y.",
        TITLE = "Hierarchical Disentanglement of Discriminative Latent Features for
Zero-Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11459-11468",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137154"}

@inproceedings{bb141197,
        AUTHOR = "Hascoet, T. and Ariki, Y. and Takiguchi, T.",
        TITLE = "On Zero-Shot Recognition of Generic Objects",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9545-9553",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137155"}

@inproceedings{bb141198,
        AUTHOR = "Xie, G.S. and Liu, L. and Jin, X.B. and Zhu, F. and Zhang, Z. and Qin, J. and Yao, Y.Z. and Shao, L.",
        TITLE = "Attentive Region Embedding Network for Zero-Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9376-9385",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137156"}

@inproceedings{bb141199,
        AUTHOR = "Xie, G.S. and Liu, L. and Zhu, F. and Zhao, F. and Zhang, Z. and Yao, Y.Z. and Qin, J. and Shao, L.",
        TITLE = "Region Graph Embedding Network for Zero-shot Learning",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "IV:562-580",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT137157"}