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        AUTHOR = "Khan, B. and Qureshi, R. and Durrani, N.M. and Syed, T.Q.",
        TITLE = "Confidence-Calibrated Covariate Shift Correction for Few-Shot
Classification in Vision-Language Models",
        BOOKTITLE = DomainFuture25,
        YEAR = "2025",
        PAGES = "01-13",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT138256"}

@inproceedings{bb142301,
        AUTHOR = "Zhou, L. and Shakeri, F. and Sadraoui, A. and Kaaniche, M. and Pesquet, J.C. and Ayed, I.B.",
        TITLE = "UNEM: UNrolled Generalized EM for Transductive Few-Shot Learning",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "9665-9675",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT138257"}

@inproceedings{bb142302,
        AUTHOR = "Li, R. and Trapp, M. and Klasson, M. and Solin, A.",
        TITLE = "Flatness Improves Backbone Generalisation in Few-Shot Classification",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "1072-1089",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT138258"}

@inproceedings{bb142303,
        AUTHOR = "Zheng, G.T. and Ye, W.Q. and Zhang, A.",
        TITLE = "Benchmarking Spurious Bias in Few-shot Image Classifiers",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXX: 346-364",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT138259"}

@inproceedings{bb142304,
        AUTHOR = "Kanagalingam, H. and Pathmanathan, T. and Ketheeswaran, N. and Vathanakumar, M. and Afham, M. and Rodrigo, R.",
        TITLE = "A Feature Generator for Few-shot Learning",
        BOOKTITLE = ACCV24,
        YEAR = "2024",
        PAGES = "I: 296-311",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT138260"}

@inproceedings{bb142305,
        AUTHOR = "Hsieh, Y.K. and Hsieh, J.W. and Chen, Y.Y.",
        TITLE = "Class-Specific Channel Attention for Few Shot Learning",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "1012-1018",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT138261"}

@inproceedings{bb142306,
        AUTHOR = "Hu, W.T. and Liu, J. and Wang, J.W. and Tian, H.",
        TITLE = "Meta-DM: Applications of Diffusion Models on Few-Shot Learning",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "773-779",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT138262"}

@inproceedings{bb142307,
        AUTHOR = "Yue, Z.Q. and Zhou, P. and Hong, R.C. and Zhang, H.W. and Sun, Q.",
        TITLE = "Few-Shot Learner Parameterization by Diffusion Time-Steps",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "23263-23272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT138263"}

@inproceedings{bb142308,
        AUTHOR = "Dong, J.H. and Koniusz, P. and Chen, J.X. and Xie, X.H. and Ong, Y.S.",
        TITLE = "Adversarially Robust Few-shot Learning via Parameter Co-distillation
of Similarity and Class Concept Learners",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "28535-28544",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT138264"}

@inproceedings{bb142309,
        AUTHOR = "Zhang, H. and Xu, J.Z. and Jiang, S. and He, Z.A.",
        TITLE = "Simple Semantic-Aided Few-Shot Learning",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "28588-28597",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT138265"}

@inproceedings{bb142310,
        AUTHOR = "Zhang, J. and Wu, S. and Gao, L. and Shen, H.T. and Song, J.K.",
        TITLE = "DePT: Decoupled Prompt Tuning",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "12924-12933",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT138266"}

@article{bb142311,
        AUTHOR = "Zhang, J.J. and Rao, Y.T. and Huang, X.S. and Li, G. and Zhou, X. and Zeng, D.",
        TITLE = "Frequency-Aware Multi-Modal Fine-Tuning for Few-Shot Open-Set Remote
Sensing Scene Classification",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "7823-7837",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT138267"}

@inproceedings{bb142312,
        AUTHOR = "Moreira, G. and Marques, M. and Costeira, J.P. and Hauptmann, A.",
        TITLE = "Hyperbolic vs Euclidean Embeddings in Few-Shot Learning:
Two Sides of the Same Coin",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "2071-2079",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT138268"}

@inproceedings{bb142313,
        AUTHOR = "Lee, G.Y. and Dam, T. and Poenar, D.P. and Duong, V.N. and Ferdaus, M.M.",
        TITLE = "HELA-VFA: A Hellinger Distance-Attention-based Feature Aggregation
Network for Few-Shot Classification",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "2162-2172",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT138269"}

@inproceedings{bb142314,
        AUTHOR = "Feng, R. and Ji, H.B. and Zhu, Z.G. and Wang, L.",
        TITLE = "Wavelet Attention Network for Few-shot learning",
        BOOKTITLE = CVIDL23,
        YEAR = "2023",
        PAGES = "484-488",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT138270"}

@inproceedings{bb142315,
        AUTHOR = "Xia, H.F. and Li, K. and Min, M.R.Q. and Ding, Z.M.",
        TITLE = "Few-Shot Video Classification via Representation Fusion and Promotion
Learning",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "19254-19263",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT138271"}

@inproceedings{bb142316,
        AUTHOR = "Yi, X.Y. and Deng, J.J. and Sun, Q. and Hua, X.S. and Lim, J.H. and Zhang, H.W.",
        TITLE = "Invariant Training 2D-3D Joint Hard Samples for Few-Shot Point Cloud
Recognition",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "14417-14428",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT138272"}

@inproceedings{bb142317,
        AUTHOR = "Hao, F.S. and He, F.X. and Liu, L. and Wu, F.X. and Tao, D.C. and Cheng, J.",
        TITLE = "Class-Aware Patch Embedding Adaptation for Few-Shot Image
Classification",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "18859-18869",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT138273"}

@inproceedings{bb142318,
        AUTHOR = "Lazarou, M. and Avrithis, Y. and Stathaki, T.",
        TITLE = "Adaptive manifold for imbalanced transductive few-shot learning",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "2286-295",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT138274"}

@inproceedings{bb142319,
        AUTHOR = "Lazarou, M. and Avrithis, Y. and Ren, G.Y. and Stathaki, T.",
        TITLE = "Adaptive Anchor Label Propagation for Transductive Few-Shot Learning",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "331-335",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT138275"}

@inproceedings{bb142320,
        AUTHOR = "Sun, L. and Wang, L. and Sun, J. and Okatani, T.",
        TITLE = "Prompt Prototype Learning Based on Ranking Instruction For Few-Shot
Visual Tasks",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "3235-3239",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT138276"}

@inproceedings{bb142321,
        AUTHOR = "Trosten, D.J. and Chakraborty, R. and Loksc, S. and Wickstrom, K.K. and Jenssen, R. and Kampffmeyer, M.C.",
        TITLE = "Hubs and Hyperspheres: Reducing Hubness and Improving Transductive
Few-Shot Learning with Hyperspherical Embeddings",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "7527-7536",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT138277"}

@inproceedings{bb142322,
        AUTHOR = "Chen, W.T. and Si, C.Y. and Zhang, Z. and Wang, L. and Wang, Z.L. and Tan, T.N.",
        TITLE = "Semantic Prompt for Few-Shot Image Recognition",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "23581-23591",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT138278"}

@inproceedings{bb142323,
        AUTHOR = "Zhu, H. and Koniusz, P.",
        TITLE = "Transductive Few-Shot Learning with Prototype-Based Label Propagation
by Iterative Graph Refinement",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "23996-24006",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT138279"}

@inproceedings{bb142324,
        AUTHOR = "Boudiaf, M. and Bennequin, E. and Tami, M. and Toubhans, A. and Piantanida, P. and Hudelot, C. and Ayed, I.B.",
        TITLE = "Open-Set Likelihood Maximization for Few-Shot Learning",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "24007-24016",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT138280"}

@inproceedings{bb142325,
        AUTHOR = "Anvekar, T. and Bazazian, D.",
        TITLE = "GPr-Net: Geometric Prototypical Network for Point Cloud Few-Shot
Learning",
        BOOKTITLE = DLGC23,
        YEAR = "2023",
        PAGES = "4179-4188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT138281"}

@inproceedings{bb142326,
        AUTHOR = "Parmar, V. and Kingra, S.K. and Sarwar, S.S. and Li, Z.Y. and de Salvo, B. and Suri, M.",
        TITLE = "Fully-Binarized Distance Computation based On-device Few-Shot
Learning for XR applications",
        BOOKTITLE = EVW23,
        YEAR = "2023",
        PAGES = "4502-4508",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT138282"}

@inproceedings{bb142327,
        AUTHOR = "Padmanabhan, D.C. and Gowda, S. and Arani, E. and Zonooz, B.",
        TITLE = "LSFSL: Leveraging Shape Information in Few-shot Learning",
        BOOKTITLE = L3D-IVU23,
        YEAR = "2023",
        PAGES = "4971-4980",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT138283"}

@inproceedings{bb142328,
        AUTHOR = "Wang, R.Q. and Zheng, H. and Duan, X.Y. and Liu, J.Z. and Lu, Y.N. and Wang, T. and Xu, S. and Zhang, B.C.",
        TITLE = "Few-Shot Learning with Visual Distribution Calibration and
Cross-Modal Distribution Alignment",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "23445-23454",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT138284"}

@inproceedings{bb142329,
        AUTHOR = "Zhang, R.R. and Hu, X.F. and Li, B.H. and Huang, S.Y. and Deng, H.Q. and Qiao, Y. and Gao, P. and Li, H.S.",
        TITLE = "Prompt, Generate, Then Cache: Cascade of Foundation Models Makes
Strong Few-Shot Learners",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "15211-15222",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT138285"}

@inproceedings{bb142330,
        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#TT138286"}

@inproceedings{bb142331,
        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#TT138287"}

@inproceedings{bb142332,
        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#TT138288"}

@inproceedings{bb142333,
        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#TT138289"}

@inproceedings{bb142334,
        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#TT138290"}

@inproceedings{bb142335,
        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#TT138291"}

@inproceedings{bb142336,
        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#TT138292"}

@inproceedings{bb142337,
        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#TT138293"}

@inproceedings{bb142338,
        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#TT138294"}

@inproceedings{bb142339,
        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
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        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XX:524-540",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT138295"}

@inproceedings{bb142340,
        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#TT138296"}

@inproceedings{bb142341,
        AUTHOR = "Zarei, M.R. and Komeili, M.",
        TITLE = "Interpretable Concept-Based Prototypical Networks for Few-Shot
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        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "4078-4082",
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@inproceedings{bb142342,
        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#TT138298"}

@inproceedings{bb142343,
        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#TT138299"}

@inproceedings{bb142344,
        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#TT138300"}

@inproceedings{bb142345,
        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#TT138301"}

@inproceedings{bb142346,
        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",
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@inproceedings{bb142347,
        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
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        BOOKTITLE = ECV22,
        YEAR = "2022",
        PAGES = "2725-2734",
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@inproceedings{bb142348,
        AUTHOR = "Chikontwe, P. and Kim, S. and Park, S.H.",
        TITLE = "CAD: Co-Adapting Discriminative Features for Improved Few-Shot
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        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "14534-14543",
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@inproceedings{bb142349,
        AUTHOR = "Kang, D. and Cho, M.",
        TITLE = "Integrative Few-Shot Learning for Classification and Segmentation",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "9969-9980",
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@inproceedings{bb142350,
        AUTHOR = "Xu, J.Y. and Le, H.",
        TITLE = "Generating Representative Samples for Few-Shot Classification",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "8993-9003",
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@inproceedings{bb142351,
        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",
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@inproceedings{bb142352,
        AUTHOR = "Zhao, R.J. and Zhu, K. and Cao, Y. and Zha, Z.J.",
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        BOOKTITLE = MMMod22,
        YEAR = "2022",
        PAGES = "II:27-39",
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@inproceedings{bb142353,
        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",
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@inproceedings{bb142354,
        AUTHOR = "Zhang, C. and Ding, H.H. and Lin, G.S. and Li, R. and Wang, C.H. and Shen, C.H.",
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Search for a Good Adaptation Policy for Few-shot Learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
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@inproceedings{bb142355,
        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
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        BOOKTITLE = ICCV21,
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@inproceedings{bb142356,
        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",
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@inproceedings{bb142357,
        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,
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@inproceedings{bb142358,
        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#TT138314"}

@inproceedings{bb142359,
        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#TT138315"}

@inproceedings{bb142360,
        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#TT138316"}

@inproceedings{bb142361,
        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#TT138317"}

@inproceedings{bb142362,
        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#TT138318"}

@inproceedings{bb142363,
        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#TT138319"}

@inproceedings{bb142364,
        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#TT138320"}

@inproceedings{bb142365,
        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#TT138321"}

@inproceedings{bb142366,
        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#TT138322"}

@inproceedings{bb142367,
        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#TT138323"}

@inproceedings{bb142368,
        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#TT138324"}

@inproceedings{bb142369,
        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#TT138325"}

@inproceedings{bb142370,
        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#TT138326"}

@inproceedings{bb142371,
        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#TT138327"}

@inproceedings{bb142372,
        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#TT138328"}

@inproceedings{bb142373,
        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#TT138329"}

@inproceedings{bb142374,
        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#TT138330"}

@inproceedings{bb142375,
        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#TT138331"}

@inproceedings{bb142376,
        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#TT138332"}

@inproceedings{bb142377,
        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#TT138333"}

@inproceedings{bb142378,
        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#TT138334"}

@inproceedings{bb142379,
        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#TT138335"}

@inproceedings{bb142380,
        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#TT138336"}

@inproceedings{bb142381,
        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#TT138337"}

@inproceedings{bb142382,
        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/pattern605fes2.html#TT138338"}

@inproceedings{bb142383,
        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/pattern605fes2.html#TT138339"}

@inproceedings{bb142384,
        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#TT138340"}

@inproceedings{bb142385,
        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#TT138341"}

@inproceedings{bb142386,
        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#TT138342"}

@inproceedings{bb142387,
        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#TT138343"}

@inproceedings{bb142388,
        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#TT138344"}

@inproceedings{bb142389,
        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#TT138345"}

@inproceedings{bb142390,
        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#TT138346"}

@inproceedings{bb142391,
        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#TT138347"}

@inproceedings{bb142392,
        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#TT138348"}

@inproceedings{bb142393,
        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#TT138349"}

@inproceedings{bb142394,
        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#TT138350"}

@inproceedings{bb142395,
        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#TT138351"}

@inproceedings{bb142396,
        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#TT138352"}

@inproceedings{bb142397,
        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#TT138353"}

@inproceedings{bb142398,
        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#TT138354"}

@inproceedings{bb142399,
        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#TT138355"}