@article{bb119500,
AUTHOR = "Doveh, S. and Schwartz, E. and Xue, C. and Feris, R. and Bronstein, A.M. and Giryes, R. and Karlinsky, L.",
TITLE = "MetAdapt: Meta-learned task-adaptive architecture for few-shot
classification",
JOURNAL = PRL,
VOLUME = "149",
YEAR = "2021",
PAGES = "130-136",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115666"}
@inproceedings{bb119501,
AUTHOR = "Chen, X.Y. and Wang, G.H.",
TITLE = "Few-Shot Learning by Integrating Spatial and Frequency Representation",
BOOKTITLE = CRV21,
YEAR = "2021",
PAGES = "49-56",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115667"}
@article{bb119502,
AUTHOR = "Singh, R. and Bharti, V. and Purohit, V. and Kumar, A. and Singh, A.K. and Singh, S.K.",
TITLE = "MetaMed:
Few-shot medical image classification using gradient-based meta-learning",
JOURNAL = PR,
VOLUME = "120",
YEAR = "2021",
PAGES = "108111",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115668"}
@article{bb119503,
AUTHOR = "Li, X.Z. and Huang, J.Q. and Liu, Y.Y. and Zhou, Q. and Zheng, S. and Schiele, B. and Sun, Q.R.",
TITLE = "Learning to teach and learn for semi-supervised few-shot image
classification",
JOURNAL = CVIU,
VOLUME = "212",
YEAR = "2021",
PAGES = "103270",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115669"}
@article{bb119504,
AUTHOR = "Gong, H.Y. and Wang, S. and Zhao, X.W. and Yan, Y.F. and Ma, Y.Q. and Liu, W. and Liu, X.L.",
TITLE = "Few-shot learning with relation propagation and constraint",
JOURNAL = IET-CV,
VOLUME = "15",
YEAR = "2021",
NUMBER = "8",
PAGES = "608-617",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115670"}
@article{bb119505,
AUTHOR = "Hu, Z.P. and Li, Z.J. and Wang, X. and Zheng, S.",
TITLE = "Unsupervised descriptor selection based meta-learning networks for
few-shot classification",
JOURNAL = PR,
VOLUME = "122",
YEAR = "2022",
PAGES = "108304",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115671"}
@article{bb119506,
AUTHOR = "Hu, Y.F. and Gao, J.Y. and Xu, C.S.",
TITLE = "Learning Dual-Pooling Graph Neural Networks for Few-Shot Video
Classification",
JOURNAL = MultMed,
VOLUME = "23",
YEAR = "2021",
PAGES = "4285-4296",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115672"}
@article{bb119507,
AUTHOR = "Cui, Y. and Liao, Q. and Hu, D. and An, W. and Liu, L.",
TITLE = "Coarse-to-fine pseudo supervision guided meta-task optimization for
few-shot object classification",
JOURNAL = PR,
VOLUME = "122",
YEAR = "2022",
PAGES = "108296",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115673"}
@article{bb119508,
AUTHOR = "Lin, C.C. and Chu, H.L. and Wang, Y.C.A.F. and Lei, C.L.",
TITLE = "Joint Feature Disentanglement and Hallucination for Few-Shot Image
Classification",
JOURNAL = IP,
VOLUME = "30",
YEAR = "2021",
PAGES = "9245-9258",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115674"}
@article{bb119509,
AUTHOR = "Zhang, L. and Zuo, L.Y. and Du, Y.J. and Zhen, X.T.",
TITLE = "Learning to Adapt With Memory for Probabilistic Few-Shot Learning",
JOURNAL = CirSysVideo,
VOLUME = "31",
YEAR = "2021",
NUMBER = "11",
MONTH = "November",
PAGES = "4283-4292",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115675"}
@article{bb119510,
AUTHOR = "Zhang, P. and Fan, G.L. and Wu, C. and Wang, D. and Li, Y.",
TITLE = "Task-Adaptive Embedding Learning with Dynamic Kernel Fusion for
Few-Shot Remote Sensing Scene Classification",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "21",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115676"}
@article{bb119511,
AUTHOR = "Zhu, L.C. and Yang, Y.",
TITLE = "Label Independent Memory for Semi-Supervised Few-Shot Video
Classification",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "1",
MONTH = "January",
PAGES = "273-285",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115677"}
@inproceedings{bb119512,
AUTHOR = "Zhu, L.C. and Yang, Y.",
TITLE = "Compound Memory Networks for Few-Shot Video Classification",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "VII: 782-797",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115678"}
@article{bb119513,
AUTHOR = "Fu, K. and Zhang, T.F. and Zhang, Y. and Wang, Z.R. and Sun, X.",
TITLE = "Few-Shot SAR Target Classification via Metalearning",
JOURNAL = GeoRS,
VOLUME = "60",
YEAR = "2022",
PAGES = "1-14",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115679"}
@article{bb119514,
AUTHOR = "Zhang, L. and Zhang, S. and Zou, B. and Dong, H.W.",
TITLE = "Unsupervised Deep Representation Learning and Few-Shot Classification
of PolSAR Images",
JOURNAL = GeoRS,
VOLUME = "60",
YEAR = "2022",
PAGES = "1-16",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115680"}
@article{bb119515,
AUTHOR = "Huang, W.D. and Yuan, Z.W. and Yang, A.X. and Tang, C. and Luo, X.B.",
TITLE = "TAE-Net: Task-Adaptive Embedding Network for Few-Shot Remote Sensing
Scene Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115681"}
@article{bb119516,
AUTHOR = "Yuan, Z.W. and Huang, W.D. and Tang, C. and Yang, A. and Luo, X.B.",
TITLE = "Graph-Based Embedding Smoothing Network for Few-Shot Scene
Classification of Remote Sensing Images",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "5",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115682"}
@article{bb119517,
AUTHOR = "Chen, C. and Li, K.L. and Wei, W. and Zhou, J.T.Y. and Zeng, Z.",
TITLE = "Hierarchical Graph Neural Networks for Few-Shot Learning",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "1",
MONTH = "January",
PAGES = "240-252",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115683"}
@article{bb119518,
AUTHOR = "Cao, C.Q. and Zhang, Y.N.",
TITLE = "Learning to Compare Relation:
Semantic Alignment for Few-Shot Learning",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "1462-1474",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115684"}
@article{bb119519,
AUTHOR = "Ji, Z. and Hou, Z.S. and Liu, X. and Pang, Y.W. and Han, J.G.",
TITLE = "Information Symmetry Matters: A Modal-Alternating Propagation Network
for Few-Shot Learning",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "1520-1531",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115685"}
@article{bb119520,
AUTHOR = "Wu, S. and Kankanhalli, M. and Tung, A.K.H.",
TITLE = "Superclass-aware network for few-shot learning",
JOURNAL = CVIU,
VOLUME = "216",
YEAR = "2022",
PAGES = "103349",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115686"}
@article{bb119521,
AUTHOR = "Cheng, J. and Hao, F.S. and Liu, L. and Tao, D.C.",
TITLE = "Imposing Semantic Consistency of Local Descriptors for Few-Shot
Learning",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "1587-1600",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115687"}
@article{bb119522,
AUTHOR = "Hao, F.S. and He, F.X. and Cheng, J. and Tao, D.C.",
TITLE = "Global-Local Interplay in Semantic Alignment for Few-Shot Learning",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "7",
MONTH = "July",
PAGES = "4351-4363",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115688"}
@inproceedings{bb119523,
AUTHOR = "Hao, F.S. and He, F.X. and Cheng, J. and Wang, L. and Cao, J. and Tao, D.C.",
TITLE = "Collect and Select:
Semantic Alignment Metric Learning for Few-Shot Learning",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "8459-8468",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115689"}
@article{bb119524,
AUTHOR = "Li, F. and Li, S.B. and Fan, X.X. and Li, X. and Chang, H.X.",
TITLE = "Structural Attention Enhanced Continual Meta-Learning for Graph Edge
Labeling Based Few-Shot Remote Sensing Scene Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115690"}
@article{bb119525,
AUTHOR = "Zhang, B. and Ye, H.C. and Yu, G. and Wang, B. and Wu, Y. and Fan, J.Y. and Chen, T.",
TITLE = "Sample-Centric Feature Generation for Semi-Supervised Few-Shot
Learning",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "2309-2320",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115691"}
@article{bb119526,
AUTHOR = "Zhang, L.L. and Wang, S.W. and Chang, X.J. and Liu, J. and Ge, Z.Y. and Zheng, Q.H.",
TITLE = "Auto-FSL: Searching the Attribute Consistent Network for Few-Shot
Learning",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "3",
MONTH = "March",
PAGES = "1213-1223",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115692"}
@article{bb119527,
AUTHOR = "Xu, B.R. and Zeng, Z.G. and Lian, C. and Ding, Z.M.",
TITLE = "Few-Shot Domain Adaptation via Mixup Optimal Transport",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "2518-2528",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115693"}
@article{bb119528,
AUTHOR = "Liang, M.J. and Huang, S.L. and Pan, S.R. and Gong, M.M. and Liu, W.",
TITLE = "Learning multi-level weight-centric features for few-shot learning",
JOURNAL = PR,
VOLUME = "128",
YEAR = "2022",
PAGES = "108662",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115694"}
@article{bb119529,
AUTHOR = "Fu, W. and Zhou, L. and Chen, J.",
TITLE = "Bidirectional Matching Prototypical Network for Few-Shot Image
Classification",
JOURNAL = SPLetters,
VOLUME = "29",
YEAR = "2022",
PAGES = "982-986",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115695"}
@article{bb119530,
AUTHOR = "Huang, J. and Wu, B. and Li, P. and Li, X. and Wang, J.",
TITLE = "Few-Shot Learning for Radar Emitter Signal Recognition Based on
Improved Prototypical Network",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "7",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115696"}
@article{bb119531,
AUTHOR = "Huang, J. and Li, X. and Wu, B. and Wu, X.Y. and Li, P.",
TITLE = "Few-Shot Radar Emitter Signal Recognition Based on Attention-Balanced
Prototypical Network",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "23",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115697"}
@article{bb119532,
AUTHOR = "Cai, J.L. and Zhang, Y.T. and Guo, J.Y. and Zhao, X. and Lv, J.W. and Hu, Y.X.",
TITLE = "ST-PN: A Spatial Transformed Prototypical Network for Few-Shot SAR
Image Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115698"}
@article{bb119533,
AUTHOR = "Li, N. and Zhou, D.Y. and Shi, J. and Zheng, X.L. and Wu, T. and Yang, Z.",
TITLE = "Graph-Based Deep Multitask Few-Shot Learning for Hyperspectral Image
Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115699"}
@article{bb119534,
AUTHOR = "Zhou, Y. and Guo, Y.R. and Hao, S.J. and Hong, R.C.",
TITLE = "Hierarchical Prototype Refinement With Progressive Inter-Categorical
Discrimination Maximization for Few-Shot Learning",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "3414-3429",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115700"}
@article{bb119535,
AUTHOR = "Wang, J.Y. and Wang, X.Q. and Xing, L. and Liu, B.D. and Li, Z.",
TITLE = "Class-Shared SparsePCA for Few-Shot Remote Sensing Scene
Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "10",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115701"}
@article{bb119536,
AUTHOR = "Luo, J.J. and Si, W.J. and Deng, Z.",
TITLE = "Few-Shot Learning for Radar Signal Recognition Based on Tensor
Imprint and Re-Parameterization Multi-Channel Multi-Branch Model",
JOURNAL = SPLetters,
VOLUME = "29",
YEAR = "2022",
PAGES = "1327-1331",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115702"}
@article{bb119537,
AUTHOR = "Wang, Y.N. and Liu, Z.J. and Luo, Y. and Luo, C.",
TITLE = "A transductive learning method to leverage graph structure for
few-shot learning",
JOURNAL = PRL,
VOLUME = "159",
YEAR = "2022",
PAGES = "189-195",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115703"}
@article{bb119538,
AUTHOR = "Chen, H.X. and Li, H.X. and Li, Y. and Chen, C.L.",
TITLE = "Shaping Visual Representations With Attributes for Few-Shot
Recognition",
JOURNAL = SPLetters,
VOLUME = "29",
YEAR = "2022",
PAGES = "1397-1401",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115704"}
@article{bb119539,
AUTHOR = "Guo, Y.R. and Du, R. and Li, X.X. and Xie, J.Y. and Ma, Z.Y. and Dong, Y.",
TITLE = "Learning Calibrated Class Centers for Few-Shot Classification by
Pair-Wise Similarity",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "4543-4555",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115705"}
@article{bb119540,
AUTHOR = "Chi, Z.Q. and Wang, Z. and Yang, M.P. and Li, D.D. and Du, W.L.",
TITLE = "Learning to Capture the Query Distribution for Few-Shot Learning",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "7",
MONTH = "July",
PAGES = "4163-4173",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115706"}
@article{bb119541,
AUTHOR = "Schwartz, E. and Karlinsky, L. and Feris, R. and Giryes, R. and Bronstein, A.",
TITLE = "Baby steps towards few-shot learning with multiple semantics",
JOURNAL = PRL,
VOLUME = "160",
YEAR = "2022",
PAGES = "142-147",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115707"}
@article{bb119542,
AUTHOR = "Zhu, P.F. and Zhu, Z.L. and Wang, Y. and Zhang, J.L. and Zhao, S.",
TITLE = "Multi-granularity episodic contrastive learning for few-shot learning",
JOURNAL = PR,
VOLUME = "131",
YEAR = "2022",
PAGES = "108820",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115708"}
@article{bb119543,
AUTHOR = "Xi, B. and Li, J.J. and Li, Y.S. and Song, R. and Hong, D.F. and Chanussot, J.",
TITLE = "Few-Shot Learning With Class-Covariance Metric for Hyperspectral
Image Classification",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "5079-5092",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115709"}
@article{bb119544,
AUTHOR = "Shao, S. and Xing, L. and Xu, R. and Liu, W.F. and Wang, Y.J. and Liu, B.D.",
TITLE = "MDFM: Multi-Decision Fusing Model for Few-Shot Learning",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "8",
MONTH = "August",
PAGES = "5151-5162",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115710"}
@article{bb119545,
AUTHOR = "Wu, J.Y. and Hu, J.L.",
TITLE = "Redefining prior feature space via finetuning a triplet network for
few-shot learning",
JOURNAL = IET-CV,
VOLUME = "16",
YEAR = "2022",
NUMBER = "6",
PAGES = "514-524",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115711"}
@article{bb119546,
AUTHOR = "Wang, Y.K. and Zhang, L. and Yao, Y. and Fu, Y.W.",
TITLE = "How to Trust Unlabeled Data? Instance Credibility Inference for
Few-Shot Learning",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "6240-6253",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115712"}
@inproceedings{bb119547,
AUTHOR = "Wang, Y.K. and Xu, C.M. and Liu, C. and Zhang, L. and Fu, Y.W.",
TITLE = "Instance Credibility Inference for Few-Shot Learning",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "12833-12842",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115713"}
@article{bb119548,
AUTHOR = "Gao, F. and Xu, J.M. and Lang, R.L. and Wang, J. and Hussain, A. and Zhou, H.Y.",
TITLE = "A Few-Shot Learning Method for SAR Images Based on Weighted Distance
and Feature Fusion",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "18",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115714"}
@article{bb119549,
AUTHOR = "Zhang, J. and Zhang, X.Z. and Wang, Z.",
TITLE = "Task Encoding With Distribution Calibration for Few-Shot Learning",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "6240-6252",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115715"}
@article{bb119550,
AUTHOR = "Zhou, F. and Zhang, L. and Wei, W.",
TITLE = "Meta-Generating Deep Attentive Metric for Few-Shot Classification",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "6863-6873",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115716"}
@article{bb119551,
AUTHOR = "Li, Z.J. and Hu, Z.P. and Luo, W.W. and Hu, X.",
TITLE = "SaberNet: Self-attention based effective relation network for
few-shot learning",
JOURNAL = PR,
VOLUME = "133",
YEAR = "2023",
PAGES = "109024",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115717"}
@article{bb119552,
AUTHOR = "Yang, S. and Liu, F. and Chen, Z.",
TITLE = "Feature hallucination in hypersphere space for few-shot
classification",
JOURNAL = IET-IPR,
VOLUME = "16",
YEAR = "2022",
NUMBER = "13",
PAGES = "3603-3616",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115718"}
@article{bb119553,
AUTHOR = "Yang, S. and Wu, S.H. and Liu, T.L. and Xu, M.",
TITLE = "Bridging the Gap Between Few-Shot and Many-Shot Learning via
Distribution Calibration",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "9830-9843",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115719"}
@article{bb119554,
AUTHOR = "Dai, Z.Y. and Yi, J.J. and Yan, L. and Xu, Q.W. and Hu, L. and Zhang, Q. and Li, J.H. and Wang, G.Q.",
TITLE = "PFEMed: Few-shot medical image classification using prior guided
feature enhancement",
JOURNAL = PR,
VOLUME = "134",
YEAR = "2023",
PAGES = "109108",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115720"}
@article{bb119555,
AUTHOR = "Chen, Y.D. and Yan, H. and Yang, Z.X. and Wu, E.",
TITLE = "Meta-transfer-adjustment learning for few-shot learning",
JOURNAL = JVCIR,
VOLUME = "89",
YEAR = "2022",
PAGES = "103678",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115721"}
@article{bb119556,
AUTHOR = "Huang, X.L. and Choi, S.H.",
TITLE = "SAPENet: Self-Attention based Prototype Enhancement Network for
Few-shot Learning",
JOURNAL = PR,
VOLUME = "135",
YEAR = "2023",
PAGES = "109170",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115722"}
@article{bb119557,
AUTHOR = "Xu, R. and Xing, L. and Shao, S. and Zhao, L.F. and Liu, B. and Liu, W.F. and Zhou, Y.C.",
TITLE = "GCT: Graph Co-Training for Semi-Supervised Few-Shot Learning",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "8674-8687",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115723"}
@article{bb119558,
AUTHOR = "Cui, Z. and Lu, N. and Wang, W.F. and Guo, G.S.",
TITLE = "Dual global-aware propagation for few-shot learning",
JOURNAL = IVC,
VOLUME = "128",
YEAR = "2022",
PAGES = "104574",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115724"}
@article{bb119559,
AUTHOR = "Jiang, S.Q. and Zhu, Y. and Liu, C.L. and Song, X.H. and Li, X.Y. and Min, W.Q.",
TITLE = "Dataset Bias in Few-Shot Image Recognition",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "229-246",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115725"}
@inproceedings{bb119560,
AUTHOR = "Wu, J.Y. and Hu, J.L.",
TITLE = "Learning a Latent Space with Triplet Network for Few-Shot Image
Classification",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "5038-5044",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115726"}
@article{bb119561,
AUTHOR = "Wang, R.Q. and Liu, Z. and Zhang, B.C. and Guo, G.D. and Doermann, D.",
TITLE = "Few-Shot Learning with Complex-Valued Neural Networks and Dependable
Learning",
JOURNAL = IJCV,
VOLUME = "131",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "385-404",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115727"}
@article{bb119562,
AUTHOR = "Xu, J. and Liu, B. and Xiao, Y.",
TITLE = "A Variational Inference Method for Few-Shot Learning",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "269-282",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115728"}
@article{bb119563,
AUTHOR = "Zhang, L. and Zhou, F. and Wei, W. and Zhang, Y.N.",
TITLE = "Meta-hallucinating prototype for few-shot learning promotion",
JOURNAL = PR,
VOLUME = "136",
YEAR = "2023",
PAGES = "109235",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115729"}
@article{bb119564,
AUTHOR = "Cheng, J. and Hao, F. and He, F.X. and Liu, L. and Zhang, Q.",
TITLE = "Mixer-Based Semantic Spread for Few-Shot Learning",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "191-202",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115730"}
@article{bb119565,
AUTHOR = "Ye, H.J. and Han, L. and Zhan, D.C.",
TITLE = "Revisiting Unsupervised Meta-Learning via the Characteristics of
Few-Shot Tasks",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "3",
MONTH = "March",
PAGES = "3721-3737",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115731"}
@article{bb119566,
AUTHOR = "Chen, Y.Q. and Li, Y.Y. and Mao, H. and Chai, X.H. and Jiao, L.C.",
TITLE = "A Novel Deep Nearest Neighbor Neural Network for Few-Shot Remote
Sensing Image Scene Classification",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115732"}
@article{bb119567,
AUTHOR = "Wang, J.W. and Gao, Y.B. and Fang, Z.J.",
TITLE = "An angular shrinkage BERT model for few-shot relation extraction with
none-of-the-above detection",
JOURNAL = PRL,
VOLUME = "166",
YEAR = "2023",
PAGES = "151-158",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115733"}
@article{bb119568,
AUTHOR = "Liu, X.Y. and Liu, L.G. and Liu, H. and Zhang, X.T.",
TITLE = "Capturing the few-shot class distribution:
Transductive distribution optimization",
JOURNAL = PR,
VOLUME = "138",
YEAR = "2023",
PAGES = "109371",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115734"}
@article{bb119569,
AUTHOR = "Liu, F. and Li, F.F. and Yang, S.",
TITLE = "Few-shot classification using Gaussianisation prototypical classifier",
JOURNAL = IET-CV,
VOLUME = "17",
YEAR = "2023",
NUMBER = "1",
PAGES = "62-75",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115735"}
@article{bb119570,
AUTHOR = "Zhang, C. and Cai, Y.J. and Lin, G.S. and Shen, C.H.",
TITLE = "DeepEMD: Differentiable Earth Mover's Distance for Few-Shot Learning",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "5",
MONTH = "May",
PAGES = "5632-5648",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115736"}
@inproceedings{bb119571,
AUTHOR = "Zhang, C. and Cai, Y.J. and Lin, G.S. and Shen, C.H.",
TITLE = "DeepEMD: Few-Shot Image Classification With Differentiable Earth
Mover's Distance and Structured Classifiers",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "12200-12210",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115737"}
@article{bb119572,
AUTHOR = "Li, W.B. and Wang, L. and Zhang, X.X. and Qi, L. and Huo, J. and Gao, Y. and Luo, J.B.",
TITLE = "Defensive Few-Shot Learning",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "5",
MONTH = "May",
PAGES = "5649-5667",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115738"}
@article{bb119573,
AUTHOR = "Qiang, W.W. and Li, J.M. and Su, B. and Fu, J.L. and Xiong, H. and Wen, J.R.",
TITLE = "Meta Attention-Generation Network for Cross-Granularity Few-Shot
Learning",
JOURNAL = IJCV,
VOLUME = "131",
YEAR = "2023",
NUMBER = "5",
MONTH = "May",
PAGES = "1211-1233",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115739"}
@article{bb119574,
AUTHOR = "Tabealhojeh, H. and Adibi, P. and Karshenas, H. and Roy, S.K. and Harandi, M.",
TITLE = "RMAML: Riemannian meta-learning with orthogonality constraints",
JOURNAL = PR,
VOLUME = "140",
YEAR = "2023",
PAGES = "109563",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115740"}
@article{bb119575,
AUTHOR = "Zhao, Y.Q. and Cheung, N.M.",
TITLE = "FS-BAN: Born-Again Networks for Domain Generalization Few-Shot
Classification",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "2252-2266",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115741"}
@article{bb119576,
AUTHOR = "Vu, A.K.N. and Do, T.T. and Nguyen, N.D. and Nguyen, V.T. and Ngo, T.D. and Nguyen, T.V.",
TITLE = "Instance-Level Few-Shot Learning With Class Hierarchy Mining",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "2374-2385",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115742"}
@article{bb119577,
AUTHOR = "Shao, S. and Xing, L. and Wang, Y.J. and Liu, B. and Liu, W.F. and Zhou, Y.C.",
TITLE = "Attention-Based Multi-View Feature Collaboration for Decoupled
Few-Shot Learning",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "5",
MONTH = "May",
PAGES = "2357-2369",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115743"}
@article{bb119578,
AUTHOR = "Xu, C.M. and Liu, C. and Sun, X.W. and Yang, S. and Wang, Y. and Wang, C.J. and Fu, Y.W.",
TITLE = "PatchMix Augmentation to Identify Causal Features in Few-Shot
Learning",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "6",
MONTH = "June",
PAGES = "7639-7653",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115744"}
@inproceedings{bb119579,
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#TT115745"}
@inproceedings{bb119580,
AUTHOR = "He, J. and Kortylewski, A. and Yuille, A.",
TITLE = "CORL: Compositional Representation Learning for Few-Shot
Classification",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "3879-3888",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115746"}
@inproceedings{bb119581,
AUTHOR = "Subramanyam, R. and Heimann, M. and Jayram, T.S. and Anirudh, R. and Thiagarajan, J.J.",
TITLE = "Contrastive Knowledge-Augmented Meta-Learning for Few-Shot
Classification",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "2478-2486",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115747"}
@inproceedings{bb119582,
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#TT115748"}
@inproceedings{bb119583,
AUTHOR = "Ma, Y.X. and Li, F.Z.",
TITLE = "Self-Challenging Mask for Cross-Domain Few-Shot Classification",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "4456-4453",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115749"}
@inproceedings{bb119584,
AUTHOR = "Lu, Y.N. and Wen, L.J. and Liu, J.Z. and Liu, Y.J. and Tian, X.",
TITLE = "Self-Supervision Can Be a Good Few-Shot Learner",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XIX:740-758",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115750"}
@inproceedings{bb119585,
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#TT115751"}
@inproceedings{bb119586,
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#TT115752"}
@inproceedings{bb119587,
AUTHOR = "Zhang, M. and Huang, S. and Li, W.B. and Wang, D.L.",
TITLE = "Tree Structure-Aware Few-Shot Image Classification via Hierarchical
Aggregation",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XX:453-470",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115753"}
@inproceedings{bb119588,
AUTHOR = "Chen, W.T. and Zhang, Z. and Wang, W. and Wang, L. and Wang, Z. and Tan, T.N.",
TITLE = "Cross-Domain Cross-Set Few-Shot Learning via Learning Compact and
Aligned Representations",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XX:383-399",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115754"}
@inproceedings{bb119589,
AUTHOR = "Dong, B. and Zhou, P. and Yan, S.C. and Zuo, W.M.",
TITLE = "Self-Promoted Supervision for Few-Shot Transformer",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XX:329-347",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115755"}
@inproceedings{bb119590,
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#TT115756"}
@inproceedings{bb119591,
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#TT115757"}
@inproceedings{bb119592,
AUTHOR = "Xiang, X. and Tan, Y. and Wan, Q. and Ma, J. and Yuille, A.L. and Hager, G.D.",
TITLE = "Coarse-To-Fine Incremental Few-Shot Learning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXXI:205-222",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115758"}
@inproceedings{bb119593,
AUTHOR = "Li, S. and Liu, F. and Hao, Z. and Zhao, K. and Jiao, L.C.",
TITLE = "Unsupervised Few-Shot Image Classification by Learning Features into
Clustering Space",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXXI:420-436",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115759"}
@inproceedings{bb119594,
AUTHOR = "Zhang, R. and Zhang, W. and Fang, R. and Gao, P. and Li, K.C. and Dai, J.F. and Qiao, Y. and Li, H.S.",
TITLE = "Tip-Adapter: Training-Free Adaption of CLIP for Few-Shot Classification",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXXV:493-510",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115760"}
@inproceedings{bb119595,
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#TT115761"}
@inproceedings{bb119596,
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#TT115762"}
@inproceedings{bb119597,
AUTHOR = "Shirekar, O.K. and Jamali Rad, H.",
TITLE = "Self-Supervised Class-Cognizant Few-Shot Classification",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "976-980",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT115763"}
@inproceedings{bb119598,
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#TT115764"}
@inproceedings{bb119599,
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#TT115765"}
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