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TITLE = "Understanding Episode Hardness in Few-Shot Learning",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "616-633",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134305"}
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AUTHOR = "Chen, X.Y. and Wu, W.X. and Ma, L. and You, X.G. and Gao, C.X. and Sang, N. and Shao, Y.J.",
TITLE = "Exploring sample relationship for few-shot classification",
JOURNAL = PR,
VOLUME = "159",
YEAR = "2025",
PAGES = "111089",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134306"}
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AUTHOR = "Wu, H. and Ye, G.Z. and Zhou, Z.Y. and Tian, L. and Wang, Q. and Lin, L.",
TITLE = "Dual-View Data Hallucination With Semantic Relation Guidance for
Few-Shot Image Recognition",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "11302-11315",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134307"}
@article{bb138303,
AUTHOR = "Sim, C. and Kim, G.H.",
TITLE = "Cross-attention based dual-similarity network for few-shot learning",
JOURNAL = PRL,
VOLUME = "186",
YEAR = "2024",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134308"}
@article{bb138304,
AUTHOR = "Shi, M.L. and Ren, J.S.",
TITLE = "Multi-branch feature transformation cross-domain few-shot learning
for hyperspectral image classification",
JOURNAL = PR,
VOLUME = "160",
YEAR = "2025",
PAGES = "111197",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134309"}
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AUTHOR = "Su, Y.L. and Liu, X.L. and Huang, Z. and He, J. and Hong, R.C. and Wang, M.",
TITLE = "Reallocating and Evolving General Knowledge for Few-Shot Learning",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "13518-13529",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134310"}
@article{bb138306,
AUTHOR = "Yin, X.T. and Wu, J. and Yang, W.F. and Zhou, X. and Zhang, S.F. and Zhang, T.Z.",
TITLE = "Hierarchy-Aware Interactive Prompt Learning for Few-Shot
Classification",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "12221-12232",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134311"}
@article{bb138307,
AUTHOR = "Song, M.C. and Yao, F.Q. and Zhong, G.Q. and Ji, Z. and Zhang, X.W.",
TITLE = "Matching Multi-Scale Feature Sets in Vision Transformer for Few-Shot
Classification",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "12638-12651",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134312"}
@article{bb138308,
AUTHOR = "Sun, J.X. and Sun, Y.H. and Shen, X.B. and Sun, Q.S.",
TITLE = "Query-Guided Prototype Optimization for Few-Shot Classification",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "12197-12209",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134313"}
@article{bb138309,
AUTHOR = "Cheng, K.H. and Yang, C. and Liu, X. and Guan, N.Y. and Wang, Z.Y.",
TITLE = "LPN: Language-Guided Prototypical Network for Few-Shot Classification",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "632-642",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134314"}
@inproceedings{bb138310,
AUTHOR = "Zhu, J.J. and Yang, K. and Qiu, C.P. and Dai, M.Y. and Guan, N.Y. and Yi, X.D.",
TITLE = "Hybrid Contrastive Prototypical Network for Few-Shot Scene
Classification",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "3588-3592",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134315"}
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AUTHOR = "Peng, S. and Zhang, Z.L. and Huang, X.W. and Wang, Z.Y. and Su, S. and Cai, G.R.",
TITLE = "A robust few-shot classifier with image as set of points",
JOURNAL = IET-CV,
VOLUME = "19",
YEAR = "2025",
NUMBER = "1",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134316"}
@article{bb138312,
AUTHOR = "Li, X.Y. and He, Z.H. and Zhang, L.Y. and Guo, S.J. and Hu, B. and Guo, K.",
TITLE = "CDCNet: Cross-domain few-shot learning with adaptive representation
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JOURNAL = PR,
VOLUME = "162",
YEAR = "2025",
PAGES = "111382",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134317"}
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AUTHOR = "Li, J.C. and Ye, C.J. and Wang, F. and Pan, J.H.",
TITLE = "A robust transductive distribution calibration method for few-shot
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JOURNAL = PR,
VOLUME = "163",
YEAR = "2025",
PAGES = "111488",
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AUTHOR = "Liu, Q. and Tang, X.L. and Wang, Y. and Li, X.C. and Jiang, X.Y. and Li, W.S.",
TITLE = "Feature Transductive Distribution Optimization for Few-Shot Image
Classification",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "3",
MONTH = "March",
PAGES = "2230-2243",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134319"}
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AUTHOR = "Xu, H. and Zhi, S.F. and Sun, S.Z. and Patel, V. and Liu, L.",
TITLE = "Deep Learning for Cross-Domain Few-Shot Visual Recognition: A Survey",
JOURNAL = Surveys,
VOLUME = "57",
YEAR = "2025",
NUMBER = "8",
MONTH = "April",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134320"}
@article{bb138316,
AUTHOR = "Zhao, X.W. and Wang, D. and Bai, S.H. and Wang, S. and Gao, Y.J. and Liang, Y. and Ma, Y.Q. and Liu, X.L.",
TITLE = "Inversed Pyramid Network with Spatial-adapted and Task-oriented
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JOURNAL = PR,
VOLUME = "164",
YEAR = "2025",
PAGES = "111415",
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AUTHOR = "Fang, P.F. and Chen, Z.H. and Xue, H.",
TITLE = "On inferring prototypes for multi-label few-shot learning via partial
aggregation",
JOURNAL = PR,
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YEAR = "2025",
PAGES = "111482",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134322"}
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AUTHOR = "Zhang, Q. and Chen, L. and Shang, W.",
TITLE = "Cross Dense Feature Learning With Task Guidance for Few-Shot
Classification",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "3438-3449",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134323"}
@article{bb138319,
AUTHOR = "Xiao, T. and Xia, Y.Q. and Tang, R.Q. and Du, W.L. and Wang, Z.",
TITLE = "Fusion of global and adaptive local information for few-shot image
classification",
JOURNAL = PR,
VOLUME = "168",
YEAR = "2025",
PAGES = "111802",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134324"}
@article{bb138320,
AUTHOR = "Li, X.X. and Wang, L. and Zhu, R. and Ma, Z.Y. and Cao, J. and Xue, J.H.",
TITLE = "SRML: Structure-relation mutual learning network for few-shot image
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JOURNAL = PR,
VOLUME = "168",
YEAR = "2025",
PAGES = "111822",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134325"}
@article{bb138321,
AUTHOR = "Lee, S.B. and Moon, W.J. and Seong, H.S. and Heo, J.P.",
TITLE = "Task-Oriented Channel Attention for Fine-Grained Few-Shot
Classification",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "3",
MONTH = "March",
PAGES = "1448-1463",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134326"}
@inproceedings{bb138322,
AUTHOR = "Lee, S.B. and Moon, W.J. and Heo, J.P.",
TITLE = "Task Discrepancy Maximization for Fine-grained Few-Shot
Classification",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "5321-5330",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134327"}
@article{bb138323,
AUTHOR = "Chen, J.X. and Wu, G.X. and Li, H.X. and Chen, J.K. and Zhang, W.T. and Zheng, W.S. and Wang, R.X.",
TITLE = "DAT: Dual-Branch Adapter-Tuning for Few-Shot Recognition",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "7143-7154",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134328"}
@article{bb138324,
AUTHOR = "Jia, Y. and Sun, C.C. and Gao, J.Y. and Wang, Q.",
TITLE = "Few-shot Remote Sensing Scene Classification via Parameter-free
Attention and Region Matching",
JOURNAL = PandRS,
VOLUME = "227",
YEAR = "2025",
PAGES = "265-275",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134329"}
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AUTHOR = "Wang, X. and Wang, L. and Su, Y.T. and Tian, H. and Jin, G.Q. and Liu, A.A.",
TITLE = "Few-Shot In-Context Learning for Implicit Semantic Multimodal Content
Detection and Interpretation",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "9545-9558",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134330"}
@article{bb138326,
AUTHOR = "Wan, Q. and Wang, M. and Shan, W.F. and Wang, B. and Zhang, L. and Leng, Z.X. and Yan, B.C. and Xu, Y.L. and Chen, H.L.",
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JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "8627-8638",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134331"}
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AUTHOR = "Zhang, J. and Song, J.K. and Gao, L. and Sebe, N. and Shen, H.T.",
TITLE = "Reliable Few-Shot Learning Under Dual Noises",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "9005-9022",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134332"}
@inproceedings{bb138328,
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#TT134333"}
@inproceedings{bb138329,
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#TT134334"}
@inproceedings{bb138330,
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#TT134335"}
@inproceedings{bb138331,
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#TT134336"}
@inproceedings{bb138332,
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#TT134337"}
@inproceedings{bb138333,
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#TT134338"}
@inproceedings{bb138334,
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",
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@inproceedings{bb138335,
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#TT134340"}
@inproceedings{bb138336,
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",
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@inproceedings{bb138337,
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",
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@article{bb138338,
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,
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YEAR = "2024",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134343"}
@inproceedings{bb138339,
AUTHOR = "Moreira, G. and Marques, M. and Costeira, J.P. and Hauptmann, A.",
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Two Sides of the Same Coin",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "2071-2079",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134344"}
@inproceedings{bb138340,
AUTHOR = "Lee, G.Y. and Dam, T. and Poenar, D.P. and Duong, V.N. and Ferdaus, M.M.",
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BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "2162-2172",
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@inproceedings{bb138341,
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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134346"}
@inproceedings{bb138342,
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
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BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "19254-19263",
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@inproceedings{bb138343,
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
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BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "14417-14428",
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@inproceedings{bb138344,
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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BOOKTITLE = ICCV23,
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PAGES = "18859-18869",
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@inproceedings{bb138345,
AUTHOR = "Hu, T. and Zhang, J.N. and Liu, L. and Yi, R. and Kou, S.Q. and Zhu, H.K. and Chen, X. and Wang, Y.B. and Wang, C.J. and Ma, L.Z.",
TITLE = "Phasic Content Fusing Diffusion Model with Directional Distribution
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BOOKTITLE = ICCV23,
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@inproceedings{bb138346,
AUTHOR = "Lazarou, M. and Avrithis, Y. and Stathaki, T.",
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BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "2286-295",
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@inproceedings{bb138347,
AUTHOR = "Lazarou, M. and Avrithis, Y. and Ren, G.Y. and Stathaki, T.",
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BOOKTITLE = ICIP23,
YEAR = "2023",
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@inproceedings{bb138348,
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",
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@inproceedings{bb138349,
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
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BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "7527-7536",
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@inproceedings{bb138350,
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",
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@inproceedings{bb138351,
AUTHOR = "Zhu, H. and Koniusz, P.",
TITLE = "Transductive Few-Shot Learning with Prototype-Based Label Propagation
by Iterative Graph Refinement",
BOOKTITLE = CVPR23,
YEAR = "2023",
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@inproceedings{bb138352,
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#TT134357"}
@inproceedings{bb138353,
AUTHOR = "Anvekar, T. and Bazazian, D.",
TITLE = "GPr-Net: Geometric Prototypical Network for Point Cloud Few-Shot
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BOOKTITLE = DLGC23,
YEAR = "2023",
PAGES = "4179-4188",
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@inproceedings{bb138354,
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
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BOOKTITLE = EVW23,
YEAR = "2023",
PAGES = "4502-4508",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT134359"}
@inproceedings{bb138355,
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#TT134360"}
@inproceedings{bb138356,
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",
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@inproceedings{bb138357,
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#TT134362"}
@inproceedings{bb138358,
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#TT134363"}
@inproceedings{bb138359,
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#TT134364"}
@inproceedings{bb138360,
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#TT134365"}
@inproceedings{bb138361,
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#TT134366"}
@inproceedings{bb138362,
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#TT134367"}
@inproceedings{bb138363,
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#TT134368"}
@inproceedings{bb138364,
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#TT134369"}
@inproceedings{bb138365,
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#TT134370"}
@inproceedings{bb138366,
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#TT134371"}
@inproceedings{bb138367,
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#TT134372"}
@inproceedings{bb138368,
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#TT134373"}
@inproceedings{bb138369,
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#TT134374"}
@inproceedings{bb138370,
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#TT134375"}
@inproceedings{bb138371,
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#TT134376"}
@inproceedings{bb138372,
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#TT134377"}
@inproceedings{bb138373,
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#TT134378"}
@inproceedings{bb138374,
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#TT134379"}
@inproceedings{bb138375,
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#TT134380"}
@inproceedings{bb138376,
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#TT134381"}
@inproceedings{bb138377,
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#TT134382"}
@inproceedings{bb138378,
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#TT134383"}
@inproceedings{bb138379,
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#TT134384"}
@inproceedings{bb138380,
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#TT134385"}
@inproceedings{bb138381,
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#TT134386"}
@inproceedings{bb138382,
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#TT134387"}
@inproceedings{bb138383,
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#TT134388"}
@inproceedings{bb138384,
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#TT134389"}
@inproceedings{bb138385,
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#TT134390"}
@inproceedings{bb138386,
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#TT134391"}
@inproceedings{bb138387,
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#TT134392"}
@inproceedings{bb138388,
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#TT134393"}
@inproceedings{bb138389,
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#TT134394"}
@inproceedings{bb138390,
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#TT134395"}
@inproceedings{bb138391,
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#TT134396"}
@inproceedings{bb138392,
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#TT134397"}
@inproceedings{bb138393,
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#TT134398"}
@inproceedings{bb138394,
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#TT134399"}
@inproceedings{bb138395,
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#TT134400"}
@inproceedings{bb138396,
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#TT134401"}
@inproceedings{bb138397,
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#TT134402"}
@inproceedings{bb138398,
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#TT134403"}
@inproceedings{bb138399,
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#TT134404"}
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