@inproceedings{bb137800,
        AUTHOR = "Pal, A. and Balasubramanian, V.N.",
        TITLE = "Zero-Shot Task Transfer",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "2184-2193",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT133806"}

@inproceedings{bb137801,
        AUTHOR = "Sariyildiz, M.B. and Cinbis, R.G.",
        TITLE = "Gradient Matching Generative Networks for Zero-Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "2163-2173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT133807"}

@inproceedings{bb137802,
        AUTHOR = "Huang, H. and Wang, C.H. and Yu, P.S. and Wang, C.D.",
        TITLE = "Generative Dual Adversarial Network for Generalized Zero-Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "801-810",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT133808"}

@inproceedings{bb137803,
        AUTHOR = "Li, J.J. and Jing, M.M. and Lu, K. and Ding, Z.M. and Zhu, L. and Huang, Z.",
        TITLE = "Leveraging the Invariant Side of Generative Zero-Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7394-7403",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT133809"}

@inproceedings{bb137804,
        AUTHOR = "Li, H.Y. and Eigen, D. and Dodge, S. and Zeiler, M. and Wang, X.G.",
        TITLE = "Finding Task-Relevant Features for Few-Shot Learning by Category
Traversal",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT133810"}

@inproceedings{bb137805,
        AUTHOR = "Kim, J. and Kim, T. and Kim, S. and Yoo, C.D.",
        TITLE = "Edge-Labeling Graph Neural Network for Few-Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11-20",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT133811"}

@inproceedings{bb137806,
        AUTHOR = "Gidaris, S. and Komodakis, N.",
        TITLE = "Generating Classification Weights With GNN Denoising Autoencoders for
Few-Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "21-30",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT133812"}

@inproceedings{bb137807,
        AUTHOR = "Sun, Q.R. and Liu, Y.Y. and Chua, T.S. and Schiele, B.",
        TITLE = "Meta-Transfer Learning for Few-Shot Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "403-412",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT133813"}

@inproceedings{bb137808,
        AUTHOR = "Pahde, F. and Ostapenko, O. and Hnichen, P.J. and Klein, T. and Nabi, M.",
        TITLE = "Self-Paced Adversarial Training for Multimodal Few-Shot Learning",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "218-226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT133814"}

@inproceedings{bb137809,
        AUTHOR = "Mehrotra, A. and Dukkipati, A.",
        TITLE = "Skip Residual Pairwise Networks With Learnable Comparative Functions
for Few-Shot Learning",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "886-894",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT133815"}

@inproceedings{bb137810,
        AUTHOR = "Pahde, F. and Puscas, M. and Wolff, J. and Klein, T. and Sebe, N. and Nabi, M.",
        TITLE = "Low-Shot Learning From Imaginary 3D Model",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "978-985",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT133816"}

@inproceedings{bb137811,
        AUTHOR = "Gidaris, S. and Komodakis, N.",
        TITLE = "Dynamic Few-Shot Visual Learning Without Forgetting",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "4367-4375",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT133817"}

@inproceedings{bb137812,
        AUTHOR = "Qiao, S. and Liu, C. and Shen, W. and Yuille, A.L.",
        TITLE = "Few-Shot Image Recognition by Predicting Parameters from Activations",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "7229-7238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT133818"}

@inproceedings{bb137813,
        AUTHOR = "Wang, Y. and Girshick, R. and Hebert, M. and Hariharan, B.",
        TITLE = "Low-Shot Learning from Imaginary Data",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "7278-7286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT133819"}

@inproceedings{bb137814,
        AUTHOR = "Zhao, F. and Zhao, J. and Yan, S.C. and Feng, J.S.",
        TITLE = "Dynamic Conditional Networks for Few-Shot Learning",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "XV: 20-36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT133820"}

@inproceedings{bb137815,
        AUTHOR = "Pahde, F. and Nabi, M. and Klein, T. and Jahnichen, P.",
        TITLE = "Discriminative Hallucination for Multi-Modal Few-Shot Learning",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "156-160",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT133821"}

@inproceedings{bb137816,
        AUTHOR = "Qi, H. and Brown, M. and Lowe, D.G.",
        TITLE = "Low-Shot Learning with Imprinted Weights",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "5822-5830",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT133822"}

@inproceedings{bb137817,
        AUTHOR = "Hariharan, B. and Girshick, R.",
        TITLE = "Low-Shot Visual Recognition by Shrinking and Hallucinating Features",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "3037-3046",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT133823"}

@inproceedings{bb137818,
        AUTHOR = "Xu, Z. and Zhu, L. and Yang, Y.",
        TITLE = "Few-Shot Object Recognition from Machine-Labeled Web Images",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "5358-5366",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT133824"}

@article{bb137819,
        AUTHOR = "Huo, X.Y. and Zeng, X.P. and Wu, S. and Wong, H.S.",
        TITLE = "Attention Regularized Semi-Supervised Learning with Class-Ambiguous
Data for Image Classification",
        JOURNAL = PR,
        VOLUME = "129",
        YEAR = "2022",
        PAGES = "108727",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133825"}

@article{bb137820,
        AUTHOR = "Huo, X.Y. and Zeng, X.P. and Wu, S. and Shen, W.J. and Wong, H.S.",
        TITLE = "Collaborative Learning with Unreliability Adaptation for
Semi-Supervised Image Classification",
        JOURNAL = PR,
        VOLUME = "133",
        YEAR = "2023",
        PAGES = "109032",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133826"}

@article{bb137821,
        AUTHOR = "Li, G.J. and Yu, Z.W. and Yang, K.X. and Chen, C.L.P. and Li, X.L.",
        TITLE = "Ensemble-Enhanced Semi-Supervised Learning With Optimized Graph
Construction for High-Dimensional Data",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1103-1119",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133827"}

@article{bb137822,
        AUTHOR = "Li, J.C. and Wu, S. and Liu, C. and Yu, Z.W. and Wong, H.S.",
        TITLE = "Semi-Supervised Deep Coupled Ensemble Learning with Classification
Landmark Exploration",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        NUMBER = "1",
        PAGES = "538-550",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133828"}

@article{bb137823,
        AUTHOR = "Wu, S. and Ji, Q.J. and Wang, S.F. and Wong, H.S. and Yu, Z.W. and Xu, Y.",
        TITLE = "Semi-Supervised Image Classification With Self-Paced Cross-Task
Networks",
        JOURNAL = MultMed,
        VOLUME = "20",
        YEAR = "2018",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "851-865",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133829"}

@article{bb137824,
        AUTHOR = "Huang, S.X. and Zeng, X.P. and Wu, S. and Yu, Z.W. and Azzam, M. and Wong, H.S.",
        TITLE = "Behavior regularized prototypical networks for semi-supervised
few-shot image classification",
        JOURNAL = PR,
        VOLUME = "112",
        YEAR = "2021",
        PAGES = "107765",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133830"}

@article{bb137825,
        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/pattern605unsufs5.html#TT133831"}

@inproceedings{bb137826,
        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/pattern605unsufs5.html#TT133832"}

@article{bb137827,
        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/pattern605unsufs5.html#TT133833"}

@article{bb137828,
        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/pattern605unsufs5.html#TT133834"}

@article{bb137829,
        AUTHOR = "Liu, F. and Yang, S. and Chen, D. and Huang, H.X. and Zhou, J.",
        TITLE = "Few-shot classification guided by generalization error bound",
        JOURNAL = PR,
        VOLUME = "145",
        YEAR = "2024",
        PAGES = "109904",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133835"}

@article{bb137830,
        AUTHOR = "Clay, V. and Pipa, G. and Kuhnberger, K.U. and Konig, P.",
        TITLE = "Development of Few-Shot Learning Capabilities in Artificial Neural
Networks When Learning Through Self-Supervised Interaction",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "209-219",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133836"}

@article{bb137831,
        AUTHOR = "Gao, R.X. and Su, H. and Prasad, S. and Tang, P.",
        TITLE = "Few-shot classification with multisemantic information fusion network",
        JOURNAL = IVC,
        VOLUME = "141",
        YEAR = "2024",
        PAGES = "104869",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133837"}

@article{bb137832,
        AUTHOR = "Wei, X.S. and Xu, H.Y. and Yang, Z.W. and Duan, C.L. and Peng, Y.X.",
        TITLE = "Negatives Make a Positive: An Embarrassingly Simple Approach to
Semi-Supervised Few-Shot Learning",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2091-2103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133838"}

@article{bb137833,
        AUTHOR = "Liu, B. and Zhao, H.W. and Li, J. and Gao, Y.S. and Zhang, J.R.",
        TITLE = "SRL-ProtoNet: Self-supervised representation learning for few-shot
remote sensing scene classification",
        JOURNAL = IET-CV,
        VOLUME = "18",
        YEAR = "2024",
        NUMBER = "7",
        PAGES = "1034-1042",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133839"}

@article{bb137834,
        AUTHOR = "Liu, Y.K. and Luo, Z.H. and Shi, D.M.",
        TITLE = "A convex Kullback-Leibler optimization for semi-supervised few-shot
learning",
        JOURNAL = CVIU,
        VOLUME = "249",
        YEAR = "2024",
        PAGES = "104152",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133840"}

@article{bb137835,
        AUTHOR = "Lazarou, M. and Stathaki, T. and Avrithis, Y.",
        TITLE = "Exploiting unlabeled data in few-shot learning with manifold
similarity and label cleaning",
        JOURNAL = PR,
        VOLUME = "161",
        YEAR = "2025",
        PAGES = "111304",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133841"}

@article{bb137836,
        AUTHOR = "Jing, K. and Ma, H. and Zhang, C. and Wen, L. and Zhang, Z.R.",
        TITLE = "Recursive Confidence Training for Pseudo-Labeling Calibration in
Semi-Supervised Few-Shot Learning",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "3194-3208",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133842"}

@inproceedings{bb137837,
        AUTHOR = "Kucuksozen, C. and Yemez, Y.",
        TITLE = "Hierarchical Compact Clustering Attention (COCA) for Unsupervised
Object-Centric Learning",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "25388-25398",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133843"}

@inproceedings{bb137838,
        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/pattern605unsufs5.html#TT133844"}

@inproceedings{bb137839,
        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/pattern605unsufs5.html#TT133845"}

@inproceedings{bb137840,
        AUTHOR = "Li, S. and Liu, F. and Hao, Z. and Zhao, K.B. 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/pattern605unsufs5.html#TT133846"}

@inproceedings{bb137841,
        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/pattern605unsufs5.html#TT133847"}

@inproceedings{bb137842,
        AUTHOR = "Liu, Y. and Zhang, W.F. and Xiang, C. and Zheng, T. and Cai, D. and He, X.F.",
        TITLE = "Learning to Affiliate: Mutual Centralized Learning for Few-shot
Classification",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "14391-14400",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133848"}

@inproceedings{bb137843,
        AUTHOR = "Ling, J. and Liao, L. and Yang, M. and Shuai, J.",
        TITLE = "Semi-Supervised Few-shot Learning via Multi-Factor Clustering",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "14544-14553",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133849"}

@inproceedings{bb137844,
        AUTHOR = "Li, S. and Chen, D.D. and Chen, Y.P. and Yuan, L. and Zhang, L. and Chu, Q. and Liu, B. and Yu, N.H.",
        TITLE = "Improve Unsupervised Pretraining for Few-label Transfer",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "10181-10190",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133850"}

@inproceedings{bb137845,
        AUTHOR = "Ma, J.W. and Xie, H.C. and Han, G.X. and Chang, S.F. and Galstyan, A. and Abd Almageed, W.",
        TITLE = "Partner-Assisted Learning for Few-Shot Image Classification",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "10553-10562",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133851"}

@inproceedings{bb137846,
        AUTHOR = "Das, R. and Wang, Y.X. and Moura, J.M.F.",
        TITLE = "On the Importance of Distractors for Few-Shot Classification",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "9010-9020",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133852"}

@inproceedings{bb137847,
        AUTHOR = "Phoo, C.P. and Hariharan, B.",
        TITLE = "Coarsely-labeled Data for Better Few-shot Transfer",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "9032-9041",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133853"}

@inproceedings{bb137848,
        AUTHOR = "Lazarou, M. and Stathaki, T. and Avrithis, Y.",
        TITLE = "Iterative label cleaning for transductive and semi-supervised
few-shot learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8731-8740",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133854"}

@inproceedings{bb137849,
        AUTHOR = "Kang, D. and Kwon, H. and Min, J. and Cho, M.",
        TITLE = "Relational Embedding for Few-Shot Classification",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8802-8813",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133855"}

@inproceedings{bb137850,
        AUTHOR = "Huang, K. and Geng, J. and Jiang, W. and Deng, X.Y. and Xu, Z.",
        TITLE = "Pseudo-loss Confidence Metric for Semi-supervised Few-shot Learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8651-8660",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133856"}

@inproceedings{bb137851,
        AUTHOR = "Yang, L. and Zhuo, W. and Qi, L. and Shi, Y.H. and Gao, Y.",
        TITLE = "Mining Latent Classes for Few-shot Segmentation",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8701-8710",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133857"}

@inproceedings{bb137852,
        AUTHOR = "Fei, N.Y. and Gao, Y.Z. and Lu, Z.W. and Xiang, T.",
        TITLE = "Z-Score Normalization, Hubness, and Few-Shot Learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "142-151",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133858"}

@inproceedings{bb137853,
        AUTHOR = "Zhang, X.T. and Meng, D.B. and Gouk, H. and Hospedales, T.M.",
        TITLE = "Shallow Bayesian Meta Learning for Real-World Few-Shot Recognition",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "631-640",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133859"}

@inproceedings{bb137854,
        AUTHOR = "Bateni, P. and Barber, J. and van de Meent, J.W. and Wood, F.",
        TITLE = "Enhancing Few-Shot Image Classification with Unlabelled Examples",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "1597-1606",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133860"}

@inproceedings{bb137855,
        AUTHOR = "Zhang, H.G. and Koniusz, P. and Jian, S. and Li, H.D. and Torr, P.H.S.",
        TITLE = "Rethinking Class Relations: Absolute-relative Supervised and
Unsupervised Few-shot Learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "9427-9436",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133861"}

@inproceedings{bb137856,
        AUTHOR = "Chen, Z.Y. and Ge, J.X. and Zhan, H. and Huang, S. and Wang, D.L.",
        TITLE = "Pareto Self-Supervised Training for Few-Shot Learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "13658-13667",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133862"}

@inproceedings{bb137857,
        AUTHOR = "Chen, Z.T. and Maji, S. and Learned Miller, E.G.",
        TITLE = "Shot in the Dark: Few-Shot Learning with No Base-Class Labels",
        BOOKTITLE = LLID21,
        YEAR = "2021",
        PAGES = "2662-2671",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133863"}

@inproceedings{bb137858,
        AUTHOR = "Nguyen, K. and Todorovic, S.",
        TITLE = "A Self-supervised GAN for Unsupervised Few-shot Object Recognition",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "3225-3231",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133864"}

@inproceedings{bb137859,
        AUTHOR = "Liu, X.Y. and Liu, P.X. and Zong, L.L.",
        TITLE = "Transductive Prototypical Network For Few-Shot Classification",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "1671-1675",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133865"}

@inproceedings{bb137860,
        AUTHOR = "Su, J.C. and Maji, S. and Hariharan, B.",
        TITLE = "When Does Self-supervision Improve Few-shot Learning?",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "VII:645-666",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133866"}

@inproceedings{bb137861,
        AUTHOR = "Monnier, T. and Vincent, E. and Ponce, J. and Aubry, M.",
        TITLE = "Unsupervised Layered Image Decomposition into Object Prototypes",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8620-8630",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133867"}

@inproceedings{bb137862,
        AUTHOR = "Yu, Z. and Chen, L. and Cheng, Z. and Luo, J.",
        TITLE = "TransMatch: A Transfer-Learning Scheme for Semi-Supervised Few-Shot
Learning",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "12853-12861",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133868"}

@inproceedings{bb137863,
        AUTHOR = "Zhu, H. and Koniusz, P.",
        TITLE = "EASE: Unsupervised Discriminant Subspace Learning for Transductive
Few-Shot Learning",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "9068-9078",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133869"}

@inproceedings{bb137864,
        AUTHOR = "Simon, C. and Koniusz, P. and Nock, R. and Harandi, M.",
        TITLE = "Adaptive Subspaces for Few-Shot Learning",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "4135-4144",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133870"}

@inproceedings{bb137865,
        AUTHOR = "Dutta, A. and Mancini, M. and Akata, Z.",
        TITLE = "Concurrent Discrimination and Alignment for Self-Supervised Feature
Learning",
        BOOKTITLE = DeepMTL21,
        YEAR = "2021",
        PAGES = "2189-2198",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT133871"}

@article{bb137866,
        AUTHOR = "Liu, G. and Zhao, L. and Fang, X.Z.",
        TITLE = "PDA: Proxy-based domain adaptation for few-shot image recognition",
        JOURNAL = IVC,
        VOLUME = "110",
        YEAR = "2021",
        PAGES = "104164",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT133872"}

@article{bb137867,
        AUTHOR = "Xu, R.J. and Xing, L. and Liu, B. and Tao, D.P. and Cao, W.J. and Liu, W.F.",
        TITLE = "Cross-Domain Few-Shot classification via class-shared and
class-specific dictionaries",
        JOURNAL = PR,
        VOLUME = "144",
        YEAR = "2023",
        PAGES = "109811",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT133873"}

@article{bb137868,
        AUTHOR = "Walsh, R. and Osman, I. and Shehata, M.S.",
        TITLE = "Masked Embedding Modeling With Rapid Domain Adjustment for Few-Shot
Image Classification",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "4907-4920",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT133874"}

@article{bb137869,
        AUTHOR = "Tian, P.Z. and Xie, S.R.",
        TITLE = "An Adversarial Meta-Training Framework for Cross-Domain Few-Shot
Learning",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "6881-6891",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT133875"}

@article{bb137870,
        AUTHOR = "Ji, F.F. and Yuan, X.T. and Liu, Q.S.",
        TITLE = "Soft Weight Pruning for Cross-Domain Few-Shot Learning With Unlabeled
Target Data",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "6759-6769",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT133876"}

@article{bb137871,
        AUTHOR = "Zhou, F. and Wang, P. and Zhang, L. and Wei, W. and Zhang, Y.N.",
        TITLE = "Meta-Collaborative Comparison for Effective Cross-Domain Few-Shot
Learning",
        JOURNAL = PR,
        VOLUME = "156",
        YEAR = "2024",
        PAGES = "110790",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT133877"}

@inproceedings{bb137872,
        AUTHOR = "Zhou, F. and Wang, P. and Zhang, L. and Wei, W. and Zhang, Y.N.",
        TITLE = "Revisiting Prototypical Network for Cross Domain Few-Shot Learning",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "20061-20070",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT133878"}

@article{bb137873,
        AUTHOR = "Tang, H.J. and Yang, X.F. and Tang, D. and Dong, Y. and Zhang, L. and Xie, W.X.",
        TITLE = "Tensor-Based Few-Shot Learning for Cross-Domain Hyperspectral Image
Classification",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "22",
        PAGES = "4149",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT133879"}

@article{bb137874,
        AUTHOR = "Kong, D.C. and Yang, X. and Wang, N.N. and Gao, X.B.",
        TITLE = "Perspectives of Calibrated Adaptation for Few-Shot Cross-Domain
Classification",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "2410-2421",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT133880"}

@article{bb137875,
        AUTHOR = "Wang, W. and Wang, M.Z. and Huang, C. and Wang, C. and Mu, J. and Nie, F.P. and Cao, X.C.",
        TITLE = "Optimal Graph Learning-Based Label Propagation for Cross-Domain Image
Classification",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "1529-1544",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT133881"}

@article{bb137876,
        AUTHOR = "Sun, Y.P. and Chen, Q. and Wang, J. and Wang, J.D. and Li, Z.C.",
        TITLE = "Exploring Effective Factors for Improving Visual In-Context Learning",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "2147-2160",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT133882"}

@inproceedings{bb137877,
        AUTHOR = "Xiao, K. and Wang, Z. and Li, J.J.",
        TITLE = "Semantic-guided Robustness Tuning for Few-shot Transfer Across Extreme
Domain Shift",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XLIX: 303-320",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT133883"}

@inproceedings{bb137878,
        AUTHOR = "Tang, Y.M. and Peng, Y.X. and Meng, J. and Zheng, W.S.",
        TITLE = "Rethinking Few-shot Class-incremental Learning: Learning from Yourself",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXI: 108-128",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT133884"}

@inproceedings{bb137879,
        AUTHOR = "Yue, L. and Feng, L. and Shuai, Q.P. and Xu, L.X. and Li, Z.",
        TITLE = "Diversified Task Augmentation with Redundancy Reduction for
Cross-Domain Few-Shot Learning",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "631-637",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT133885"}

@inproceedings{bb137880,
        AUTHOR = "Zou, Y.X. and Liu, Y.C. and Hu, Y. and Li, Y.H. and Li, R.X.",
        TITLE = "Flatten Long-Range Loss Landscapes for Cross-Domain Few-Shot Learning",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "23575-23584",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT133886"}

@inproceedings{bb137881,
        AUTHOR = "Perera, R. and Halgamuge, S.",
        TITLE = "Discriminative Sample-Guided and Parameter-Efficient Feature Space
Adaptation for Cross-Domain Few-Shot Learning",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "23794-23804",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT133887"}

@inproceedings{bb137882,
        AUTHOR = "Xu, H. and Zhi, S.F. and Liu, L.",
        TITLE = "Cross-Domain Few-Shot Classification Via Inter-Source Stylization",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "565-569",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT133888"}

@inproceedings{bb137883,
        AUTHOR = "Ma, T.Y. and Sun, Y.F. and Yang, Z.X. and Yang, Y.",
        TITLE = "ProD: Prompting-to-disentangle Domain Knowledge for Cross-domain
Few-shot Image Classification",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "19754-19763",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT133889"}

@inproceedings{bb137884,
        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/pattern605cdoad4.html#TT133890"}

@inproceedings{bb137885,
        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/pattern605cdoad4.html#TT133891"}

@inproceedings{bb137886,
        AUTHOR = "Hu, Y.X. and Ma, A.J.",
        TITLE = "Adversarial Feature Augmentation for Cross-domain Few-Shot
Classification",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XX:20-37",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT133892"}

@inproceedings{bb137887,
        AUTHOR = "Li, W.H. and Liu, X.L. and Bilen, H.",
        TITLE = "Cross-domain Few-shot Learning with Task-specific Adapters",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "7151-7160",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT133893"}

@inproceedings{bb137888,
        AUTHOR = "Li, W.H. and Liu, X.L. and Bilen, H.",
        TITLE = "Universal Representation Learning from Multiple Domains for Few-shot
Classification",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "9506-9515",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT133894"}

@inproceedings{bb137889,
        AUTHOR = "Liu, Y.B. and Lee, J.H. and Zhu, L.C. and Chen, L. and Shi, H. and Yang, Y.",
        TITLE = "A Multi-Mode Modulator for Multi-Domain Few-Shot Classification",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8433-8442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT133895"}

@inproceedings{bb137890,
        AUTHOR = "Liang, Z.Y. and Gu, Y. and Yang, J.",
        TITLE = "Hardmix: A Regularization Method to Mitigate the Large Shift in
Few-Shot Domain Adaptation",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "454-458",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT133896"}

@inproceedings{bb137891,
        AUTHOR = "Yue, X.Y. and Zheng, Z.W. and Zhang, S.H. and Gao, Y. and Darrell, T.J. and Keutzer, K. and Vincentelli, A.S.",
        TITLE = "Prototypical Cross-domain Self-supervised Learning for Few-shot
Unsupervised Domain Adaptation",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "13829-13839",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT133897"}

@inproceedings{bb137892,
        AUTHOR = "Sun, J. and Lapuschkin, S. and Samek, W. and Zhao, Y.Q. and Cheung, N.M. and Binder, A.",
        TITLE = "Explanation-Guided Training for Cross-Domain Few-Shot Classification",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "7609-7616",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT133898"}

@inproceedings{bb137893,
        AUTHOR = "Guan, J. and Zhang, M. and Lu, Z.W.",
        TITLE = "Large-scale Cross-domain Few-shot Learning",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "III:474-491",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT133899"}

@inproceedings{bb137894,
        AUTHOR = "Guo, Y.H. and Codella, N.C. and Karlinsky, L. and Codella, J.V. and Smith, J.R. and Saenko, K. and Rosing, T. and Feris, R.S.",
        TITLE = "A Broader Study of Cross-domain Few-shot Learning",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXVII:124-141",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT133900"}

@inproceedings{bb137895,
        AUTHOR = "Dvornik, N. and Schmid, C. and Mairal, J.",
        TITLE = "Selecting Relevant Features from a Multi-domain Representation for
Few-shot Classification",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "X:769-786",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT133901"}

@article{bb137896,
        AUTHOR = "Liu, B. and Yu, X.C. and Yu, A.Z. and Zhang, P.Q. and Wan, G. and Wang, R.R.",
        TITLE = "Deep Few-Shot Learning for Hyperspectral Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2290-2304",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133902"}

@article{bb137897,
        AUTHOR = "Liu, B. and Yu, A.Z. and Yu, X.C. and Wang, R.R. and Gao, K.L. and Guo, W.Y.",
        TITLE = "Deep Multiview Learning for Hyperspectral Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "7758-7772",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133903"}

@article{bb137898,
        AUTHOR = "Gao, K.L. and Liu, B. and Yu, X.C. and Qin, J.C. and Zhang, P.Q. and Tan, X.",
        TITLE = "Deep Relation Network for Hyperspectral Image Few-Shot Classification",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133904"}

@article{bb137899,
        AUTHOR = "Qin, Y.X. and Zhang, W.G. and Wang, Z.Z. and Zhao, C.X. and Shi, J.P.",
        TITLE = "Layer-Wise Adaptive Updating for Few-Shot Image Classification",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "2044-2048",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT133905"}

Last update:Sep 10, 2025 at 12:00:25