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AUTHOR = "Zhu, P.K. and Wang, H.X. and Saligrama, V.",
TITLE = "Generalized Zero-Shot Recognition Based on Visually Semantic Embedding",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "2990-2998",
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@inproceedings{bb139101,
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#TT135103"}
@inproceedings{bb139102,
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#TT135104"}
@inproceedings{bb139103,
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#TT135105"}
@inproceedings{bb139104,
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#TT135106"}
@inproceedings{bb139105,
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#TT135107"}
@inproceedings{bb139106,
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#TT135108"}
@inproceedings{bb139107,
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#TT135109"}
@inproceedings{bb139108,
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#TT135110"}
@inproceedings{bb139109,
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#TT135111"}
@inproceedings{bb139110,
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#TT135112"}
@inproceedings{bb139111,
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#TT135113"}
@inproceedings{bb139112,
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#TT135114"}
@inproceedings{bb139113,
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#TT135115"}
@inproceedings{bb139114,
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#TT135116"}
@inproceedings{bb139115,
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#TT135117"}
@inproceedings{bb139116,
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#TT135118"}
@inproceedings{bb139117,
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#TT135119"}
@inproceedings{bb139118,
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#TT135120"}
@inproceedings{bb139119,
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#TT135121"}
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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,
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YEAR = "2022",
PAGES = "108727",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT135122"}
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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#TT135123"}
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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#TT135124"}
@article{bb139123,
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#TT135125"}
@article{bb139124,
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#TT135126"}
@article{bb139125,
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#TT135127"}
@article{bb139126,
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#TT135128"}
@inproceedings{bb139127,
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#TT135129"}
@article{bb139128,
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
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JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "2309-2320",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT135130"}
@article{bb139129,
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#TT135131"}
@article{bb139130,
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#TT135132"}
@article{bb139131,
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#TT135133"}
@article{bb139132,
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#TT135134"}
@article{bb139133,
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#TT135135"}
@article{bb139134,
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#TT135136"}
@article{bb139135,
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#TT135137"}
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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#TT135138"}
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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#TT135139"}
@inproceedings{bb139138,
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#TT135140"}
@inproceedings{bb139139,
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#TT135141"}
@inproceedings{bb139140,
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#TT135142"}
@inproceedings{bb139141,
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#TT135143"}
@inproceedings{bb139142,
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#TT135144"}
@inproceedings{bb139143,
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#TT135145"}
@inproceedings{bb139144,
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#TT135146"}
@inproceedings{bb139145,
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#TT135147"}
@inproceedings{bb139146,
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#TT135148"}
@inproceedings{bb139147,
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#TT135149"}
@inproceedings{bb139148,
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#TT135150"}
@inproceedings{bb139149,
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#TT135151"}
@inproceedings{bb139150,
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#TT135152"}
@inproceedings{bb139151,
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#TT135153"}
@inproceedings{bb139152,
AUTHOR = "Yang, L.H. 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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT135154"}
@inproceedings{bb139153,
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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT135155"}
@inproceedings{bb139154,
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#TT135156"}
@inproceedings{bb139155,
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",
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@inproceedings{bb139156,
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#TT135158"}
@inproceedings{bb139157,
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",
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@inproceedings{bb139158,
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",
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@inproceedings{bb139159,
AUTHOR = "Nguyen, K. and Todorovic, S.",
TITLE = "A Self-supervised GAN for Unsupervised Few-shot Object Recognition",
BOOKTITLE = ICPR21,
YEAR = "2021",
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@inproceedings{bb139160,
AUTHOR = "Liu, X.Y. and Liu, P.X. and Zong, L.L.",
TITLE = "Transductive Prototypical Network For Few-Shot Classification",
BOOKTITLE = ICIP20,
YEAR = "2020",
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@inproceedings{bb139161,
AUTHOR = "Su, J.C. and Maji, S. and Hariharan, B.",
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YEAR = "2020",
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@inproceedings{bb139162,
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#TT135164"}
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AUTHOR = "Yu, Z. and Chen, L. and Cheng, Z. and Luo, J.",
TITLE = "TransMatch: A Transfer-Learning Scheme for Semi-Supervised Few-Shot
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BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "12853-12861",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT135165"}
@inproceedings{bb139164,
AUTHOR = "Zhu, H. and Koniusz, P.",
TITLE = "EASE: Unsupervised Discriminant Subspace Learning for Transductive
Few-Shot Learning",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "9068-9078",
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@inproceedings{bb139165,
AUTHOR = "Simon, C. and Koniusz, P. and Nock, R. and Harandi, M.",
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BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "4135-4144",
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@inproceedings{bb139166,
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#TT135168"}
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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#TT135169"}
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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
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JOURNAL = PR,
VOLUME = "144",
YEAR = "2023",
PAGES = "109811",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT135170"}
@article{bb139169,
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#TT135171"}
@article{bb139170,
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#TT135172"}
@article{bb139171,
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#TT135173"}
@article{bb139172,
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#TT135174"}
@inproceedings{bb139173,
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#TT135175"}
@article{bb139174,
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#TT135176"}
@article{bb139175,
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#TT135177"}
@article{bb139176,
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#TT135178"}
@article{bb139177,
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#TT135179"}
@article{bb139178,
AUTHOR = "Tian, Q. and Liu, X. and Zhou, J.Z. and Zheng, Y.H. and Wan, J. and Lei, Z.",
TITLE = "Cross-Attention With Conditional Matching for Multi-Target Domain
Adaptation",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "10918-10929",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT135180"}
@article{bb139179,
AUTHOR = "Yao, X. and Peng, X. and Gao, J.Y. and Yuan, Z.Q. and Wu, X. and Xu, C.S.",
TITLE = "Active Cross-Modal Domain Adaptation",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "7974-7987",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT135181"}
@inproceedings{bb139180,
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#TT135182"}
@inproceedings{bb139181,
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#TT135183"}
@inproceedings{bb139182,
AUTHOR = "Yue, L. and Feng, L. and Shuai, Q.P. and Xu, L.X. and Li, Z.",
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Cross-Domain Few-Shot Learning",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "631-637",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT135184"}
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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#TT135185"}
@inproceedings{bb139184,
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",
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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#TT135187"}
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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#TT135188"}
@inproceedings{bb139187,
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",
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AUTHOR = "Hu, Y.X. and Ma, A.J.",
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BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XX:20-37",
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@inproceedings{bb139189,
AUTHOR = "Li, W.H. and Liu, X.L. and Bilen, H.",
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BOOKTITLE = CVPR22,
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AUTHOR = "Li, W.H. and Liu, X.L. and Bilen, H.",
TITLE = "Universal Representation Learning from Multiple Domains for Few-shot
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BOOKTITLE = ICCV21,
YEAR = "2021",
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AUTHOR = "Liu, Y.B. and Lee, J.H. and Zhu, L.C. and Chen, L. and Shi, H. and Yang, Y.",
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BOOKTITLE = ICCV21,
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AUTHOR = "Liang, Z.Y. and Gu, Y. and Yang, J.",
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Few-Shot Domain Adaptation",
BOOKTITLE = ICIP21,
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@inproceedings{bb139193,
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.",
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BOOKTITLE = ICPR21,
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@inproceedings{bb139195,
AUTHOR = "Guan, J. and Zhang, M. and Lu, Z.W.",
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BOOKTITLE = ACCV20,
YEAR = "2020",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT135197"}
@inproceedings{bb139196,
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.",
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BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXVII:124-141",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT135198"}
@inproceedings{bb139197,
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",
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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",
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YEAR = "2019",
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MONTH = "April",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT135200"}
@article{bb139199,
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,
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MONTH = "September",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT135201"}
Last update:Nov 26, 2025 at 20:24:09