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AUTHOR = "Kim, I. and Yun, S. and Lee, D. and Kim, S. and Paik, J.",
TITLE = "NAPP: Noise-Adaptive Prototype Perturbation for Few-Shot Learning",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "8007-8016",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT140843"}
@inproceedings{bb144901,
AUTHOR = "Wu, T. and Kobayashi, T.",
TITLE = "Geometric Mean Improves Loss For Few-Shot Learning",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "1900-1905",
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@inproceedings{bb144902,
AUTHOR = "Rodenas, J. and Aguilar, E. and Radeva, P.",
TITLE = "Slot Attention-Based Feature Filtering for Few-Shot Learning",
BOOKTITLE = LXCV25,
YEAR = "2025",
PAGES = "30-40",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT140845"}
@inproceedings{bb144903,
AUTHOR = "Rodenas, J. and Aguilar, E. and Radeva, P.",
TITLE = "Stochastic-Based Patch Filtering for Few-Shot Learning",
BOOKTITLE = "MTF25",
YEAR = "2025",
PAGES = "440-449",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT140846"}
@inproceedings{bb144904,
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#TT140847"}
@inproceedings{bb144905,
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#TT140848"}
@inproceedings{bb144906,
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#TT140849"}
@inproceedings{bb144907,
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#TT140850"}
@inproceedings{bb144908,
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#TT140851"}
@inproceedings{bb144909,
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#TT140852"}
@inproceedings{bb144910,
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#TT140853"}
@inproceedings{bb144911,
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#TT140854"}
@inproceedings{bb144912,
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#TT140855"}
@inproceedings{bb144913,
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#TT140856"}
@inproceedings{bb144914,
AUTHOR = "Zhang, J. and Wu, S. and Gao, L. and Shen, H.T. and Song, J.K.",
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BOOKTITLE = CVPR24,
YEAR = "2024",
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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,
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PAGES = "2071-2079",
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BOOKTITLE = WACV24,
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PAGES = "2162-2172",
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AUTHOR = "Feng, R. and Ji, H.B. and Zhu, Z.G. and Wang, L.",
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BOOKTITLE = CVIDL23,
YEAR = "2023",
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AUTHOR = "Xia, H.F. and Li, K. and Min, M.R.Q. and Ding, Z.M.",
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BOOKTITLE = ICCV23,
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AUTHOR = "Yi, X.Y. and Deng, J.J. and Sun, Q. and Hua, X.S. and Lim, J.H. and Zhang, H.W.",
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BOOKTITLE = ICCV23,
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PAGES = "14417-14428",
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AUTHOR = "Hao, F.S. and He, F.X. and Liu, L. and Wu, F.X. and Tao, D.C. and Cheng, J.",
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AUTHOR = "Lazarou, M. and Avrithis, Y. and Stathaki, T.",
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AUTHOR = "Lazarou, M. and Avrithis, Y. and Ren, G.Y. and Stathaki, T.",
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AUTHOR = "Yi, K. and Shen, X.Q. and Gou, Y.H. and Elhoseiny, M.",
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@inproceedings{bb144951,
AUTHOR = "Chikontwe, P. and Kim, S. and Park, S.H.",
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@inproceedings{bb144954,
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YEAR = "2021",
PAGES = "8413-8422",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT140904"}
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AUTHOR = "Yang, P. and Ren, S.G. and Zhao, Y. and Li, P.",
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BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "408-417",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT140905"}
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AUTHOR = "Liu, S. and Wang, Y.",
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BOOKTITLE = VIPriors21,
YEAR = "2021",
PAGES = "1067-1070",
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AUTHOR = "Thai, A. and Stojanov, S. and Huang, Z.X. and Rehg, J.M.",
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Shape Reconstruction",
BOOKTITLE = "3DV22",
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PAGES = "209-218",
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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",
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AUTHOR = "Tang, S.X. and Chen, D.P. and Bai, L. and Liu, K.J. and Ge, Y.X. and Ouyang, W.L.",
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AUTHOR = "Chen, C.F. and Yang, X.S. and Xu, C.S. and Huang, X.H. and Ma, Z.",
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PAGES = "6592-6601",
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@inproceedings{bb144968,
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#TT140911"}
@inproceedings{bb144969,
AUTHOR = "Rizve, M.N. and Khan, S. and Khan, F.S. and Shah, M.",
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Representations for Few-Shot Learning",
BOOKTITLE = CVPR21,
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PAGES = "10831-10841",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT140912"}
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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#TT140913"}
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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#TT140914"}
@inproceedings{bb144972,
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#TT140915"}
@inproceedings{bb144973,
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#TT140916"}
@inproceedings{bb144974,
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#TT140917"}
@inproceedings{bb144975,
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#TT140918"}
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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",
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PAGES = "3822-3831",
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AUTHOR = "Fortin, M.P. and Chaib draa, B.",
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BOOKTITLE = WACV21,
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AUTHOR = "Wang, H.J. and Lian, J.Y. and Xiong, S.W.",
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BOOKTITLE = MMMod21,
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AUTHOR = "Lifchitz, Y. and Avrithis, Y. and Picard, S.",
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AUTHOR = "Wang, Z. and Liu, L. and Li, F.",
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AUTHOR = "Lifchitz, Y. and Avrithis, Y. and Picard, S.",
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AUTHOR = "Cai, C.H. and Yuan, M.L. and Lu, T.",
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PAGES = "XXIII:118-134",
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AUTHOR = "Liu, B. and Cao, Y. and Lin, Y.T. and Li, Q. and Zhang, Z. and Long, M.S. and Hu, H.",
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AUTHOR = "Afrasiyabi, A. and Lalonde, J.F. and Gagne, C.",
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YEAR = "2020",
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@inproceedings{bb144996,
AUTHOR = "Liu, Y.Y. and Schiele, B. and Sun, Q.",
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YEAR = "2020",
PAGES = "XVI: 404-421",
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@inproceedings{bb144997,
AUTHOR = "Guo, Y. and Cheung, N.",
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Maximization",
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@inproceedings{bb144998,
AUTHOR = "Li, A.X. and Huang, W.R. and Lan, X. and Feng, J.S. and Li, Z.G. and Wang, L.W.",
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YEAR = "2020",
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@inproceedings{bb144999,
AUTHOR = "Yang, L. and Li, L. and Zhang, Z. and Zhou, X. and Zhou, E. and Liu, Y.",
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