@inproceedings{bb141700,
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#TT137658"}
@inproceedings{bb141701,
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#TT137659"}
@inproceedings{bb141702,
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#TT137660"}
@inproceedings{bb141703,
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#TT137661"}
@inproceedings{bb141704,
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#TT137662"}
@inproceedings{bb141705,
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#TT137663"}
@article{bb141706,
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#TT137664"}
@article{bb141707,
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#TT137665"}
@article{bb141708,
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#TT137666"}
@article{bb141709,
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#TT137667"}
@article{bb141710,
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#TT137668"}
@article{bb141711,
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#TT137669"}
@article{bb141712,
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#TT137670"}
@inproceedings{bb141713,
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#TT137671"}
@article{bb141714,
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#TT137672"}
@article{bb141715,
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#TT137673"}
@article{bb141716,
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#TT137674"}
@article{bb141717,
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#TT137675"}
@article{bb141718,
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#TT137676"}
@article{bb141719,
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#TT137677"}
@article{bb141720,
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#TT137678"}
@article{bb141721,
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#TT137679"}
@article{bb141722,
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#TT137680"}
@article{bb141723,
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#TT137681"}
@article{bb141724,
AUTHOR = "Liu, G. and Zhao, R. and Zheng, B.",
TITLE = "Hypergraph regularized discriminative non-negative Tucker
decomposition with label information for data clustering",
JOURNAL = PR,
VOLUME = "174",
YEAR = "2026",
PAGES = "112933",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT137682"}
@inproceedings{bb141725,
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#TT137683"}
@inproceedings{bb141726,
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#TT137684"}
@inproceedings{bb141727,
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#TT137685"}
@inproceedings{bb141728,
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#TT137686"}
@inproceedings{bb141729,
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#TT137687"}
@inproceedings{bb141730,
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#TT137688"}
@inproceedings{bb141731,
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#TT137689"}
@inproceedings{bb141732,
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#TT137690"}
@inproceedings{bb141733,
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#TT137691"}
@inproceedings{bb141734,
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#TT137692"}
@inproceedings{bb141735,
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#TT137693"}
@inproceedings{bb141736,
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#TT137694"}
@inproceedings{bb141737,
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#TT137695"}
@inproceedings{bb141738,
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#TT137696"}
@inproceedings{bb141739,
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",
PAGES = "8701-8710",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT137697"}
@inproceedings{bb141740,
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#TT137698"}
@inproceedings{bb141741,
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#TT137699"}
@inproceedings{bb141742,
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#TT137700"}
@inproceedings{bb141743,
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#TT137701"}
@inproceedings{bb141744,
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#TT137702"}
@inproceedings{bb141745,
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#TT137703"}
@inproceedings{bb141746,
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#TT137704"}
@inproceedings{bb141747,
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#TT137705"}
@inproceedings{bb141748,
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#TT137706"}
@inproceedings{bb141749,
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#TT137707"}
@inproceedings{bb141750,
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#TT137708"}
@inproceedings{bb141751,
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#TT137709"}
@inproceedings{bb141752,
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#TT137710"}
@inproceedings{bb141753,
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#TT137711"}
@article{bb141754,
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#TT137712"}
@article{bb141755,
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#TT137713"}
@article{bb141756,
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#TT137714"}
@article{bb141757,
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#TT137715"}
@article{bb141758,
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#TT137716"}
@article{bb141759,
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#TT137717"}
@inproceedings{bb141760,
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#TT137718"}
@article{bb141761,
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#TT137719"}
@article{bb141762,
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#TT137720"}
@article{bb141763,
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#TT137721"}
@article{bb141764,
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#TT137722"}
@article{bb141765,
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#TT137723"}
@article{bb141766,
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#TT137724"}
@article{bb141767,
AUTHOR = "Li, Z.K. and Liu, M. and Chen, Y.S. and Xu, Y.M. and Li, W. and Du, Q.",
TITLE = "Deep Cross-Domain Few-Shot Learning for Hyperspectral Image
Classification",
JOURNAL = GeoRS,
VOLUME = "60",
YEAR = "2022",
PAGES = "1-18",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT137725"}
@article{bb141768,
AUTHOR = "Wang, J.J. and Gao, F. and Dong, J.Y. and Du, Q.",
TITLE = "Adaptive DropBlock-Enhanced Generative Adversarial Networks for
Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "6",
MONTH = "June",
PAGES = "5040-5053",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT137726"}
@article{bb141769,
AUTHOR = "Zhang, Y.X. and Li, W. and Sun, W.D. and Tao, R. and Du, Q.",
TITLE = "Single-Source Domain Expansion Network for Cross-Scene Hyperspectral
Image Classification",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "1498-1512",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT137727"}
@article{bb141770,
AUTHOR = "Li, J.J. and Zhang, Z.Y. and Song, R. and Li, Y.S. and Du, Q.",
TITLE = "SCFormer: Spectral Coordinate Transformer for Cross-Domain Few-Shot
Hyperspectral Image Classification",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "840-855",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT137728"}
@article{bb141771,
AUTHOR = "Li, W. and Wu, G.D. and Zhang, F. and Du, Q.",
TITLE = "Hyperspectral Image Classification Using Deep Pixel-Pair Features",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "2",
MONTH = "February",
PAGES = "844-853",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT137729"}
@article{bb141772,
AUTHOR = "Huang, X.Z. and Dong, Y. and Zhang, Y.X. and Du, B.",
TITLE = "Single-Source Frequency Transform for Cross-Scene Classification of
Hyperspectral Image",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "3000-3012",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT137730"}
@article{bb141773,
AUTHOR = "Huang, Y. and Peng, J.T. and Chen, N. and Sun, W.W. and Du, Q. and Ren, K. and Huang, K.",
TITLE = "Cross-scene wetland mapping on hyperspectral remote sensing images
using adversarial domain adaptation network",
JOURNAL = PandRS,
VOLUME = "203",
YEAR = "2023",
PAGES = "37-54",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT137731"}
@article{bb141774,
AUTHOR = "Huang, Y. and Peng, J.T. and Sun, W.W. and Chen, N. and Ye, Z.J. and Du, Q.",
TITLE = "Domain-Aware Adversarial Domain Augmentation Network for
Hyperspectral Image Classification",
JOURNAL = IP,
VOLUME = "35",
YEAR = "2026",
PAGES = "1275-1289",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT137732"}
@article{bb141775,
AUTHOR = "Li, J.J. and Zhang, Z.Y. and Song, R. and Xu, H.T. and Li, Y.S. and Du, Q.",
TITLE = "Contrastive MLP Network Based on Adjacent Coordinates for
Cross-Domain Zero-Shot Hyperspectral Image Classification",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "8",
MONTH = "August",
PAGES = "8377-8390",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT137733"}
@article{bb141776,
AUTHOR = "Feng, S. and Zhang, J. and Fan, Y.Z. and Liu, X.Y. and Zhao, C.H. and Li, W. and Tao, R.",
TITLE = "Cross-Domain Few-Shot Learning Method Based on Fractional Domain
Information for Hyperspectral Image Multi-Class Change Detection",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "12",
MONTH = "December",
PAGES = "12680-12691",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT137734"}
@article{bb141777,
AUTHOR = "Zhang, Y.X. and Li, W. and Jia, W. and Zhang, M.M. and Tao, R. and Liang, S.L.",
TITLE = "Cross-Domain Hyperspectral Image Classification Based on
Bi-Directional Domain Adaptation",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "12",
MONTH = "December",
PAGES = "12038-12051",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT137735"}
@article{bb141778,
AUTHOR = "Chen, H.J. and Lu, P. and Liu, X.Y. and Ling, Y.",
TITLE = "Channel scaling: An efficient feature representation to enhance the
generalization of few-shot learning",
JOURNAL = PRL,
VOLUME = "199",
YEAR = "2026",
PAGES = "163-169",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT137736"}
@article{bb141779,
AUTHOR = "Yang, W.Q. and Wang, H.R. and Wang, W. and Wang, L. and Song, G. and Yang, M. and Gao, Y.",
TITLE = "E2MPL: An Enduring and Efficient Meta Prompt Learning Framework for
Few-Shot Unsupervised Domain Adaptation",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "8656-8671",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT137737"}
@inproceedings{bb141780,
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#TT137738"}
@article{bb141781,
AUTHOR = "Xu, H. and Liu, L. and Liu, T.P. and Zhi, S.F. and Sun, S.Z. and Cheng, M.M.",
TITLE = "Step-Wise Distribution-Aligned Style Prompt Tuning for Source-Free
Cross-Domain Few-Shot Learning",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "2",
MONTH = "February",
PAGES = "1098-1114",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT137739"}
@article{bb141782,
AUTHOR = "Tian, H.D. and Liu, F. and Cheung, K.C. and Fang, Z. and See, S. and Liu, T.L. and Han, B.",
TITLE = "Cross-domain Few-shot Classification via Invariant-content Feature
Reconstruction",
JOURNAL = IJCV,
VOLUME = "134",
YEAR = "2026",
NUMBER = "2",
MONTH = "February",
PAGES = "54",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT137740"}
@article{bb141783,
AUTHOR = "Morales Alvarez, P. and Christodoulidis, S. and Vakalopoulou, M. and Piantanida, P. and Dolz, J.",
TITLE = "BayesAdapter: Enhanced Uncertainty Estimation in CLIP Few-Shot
Adaptation",
JOURNAL = IJCV,
VOLUME = "134",
YEAR = "2026",
NUMBER = "2",
MONTH = "February",
PAGES = "51",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT137741"}
@article{bb141784,
AUTHOR = "Wang, G.T. and Vong, C.M. and Huang, J.T.",
TITLE = "Exploiting the potential supervision information of clean samples in
partial label learning",
JOURNAL = PR,
VOLUME = "174",
YEAR = "2026",
PAGES = "112921",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT137742"}
@inproceedings{bb141785,
AUTHOR = "Ali, M.K. and Paul, M. and Ulhaq, A. and Khan, M.H. and Mamun, Q.",
TITLE = "Policy Gradient-Based Optimal Subset Selection for Few-Shot
Vision-Language Learning",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "1510-1515",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT137743"}
@inproceedings{bb141786,
AUTHOR = "Yang, B. and Li, M.J. and Chen, X. and Li, L. and Deng, C. and Feng, J.",
TITLE = "Holism To Atomism: Enhancing The Vision-Language Alignment For
Cross-Modal Few-Shot Learning",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "2642-2647",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT137744"}
@inproceedings{bb141787,
AUTHOR = "Topollai, K. and Choromanska, A.",
TITLE = "Task-Level Contrastiveness for Cross-Domain Few-Shot Learning",
BOOKTITLE = DomainFuture25,
YEAR = "2025",
PAGES = "6491-6501",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT137745"}
@inproceedings{bb141788,
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#TT137746"}
@inproceedings{bb141789,
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#TT137747"}
@inproceedings{bb141790,
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#TT137748"}
@inproceedings{bb141791,
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#TT137749"}
@inproceedings{bb141792,
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#TT137750"}
@inproceedings{bb141793,
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#TT137751"}
@inproceedings{bb141794,
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#TT137752"}
@inproceedings{bb141795,
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#TT137753"}
@inproceedings{bb141796,
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#TT137754"}
@inproceedings{bb141797,
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#TT137755"}
@inproceedings{bb141798,
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#TT137756"}
@inproceedings{bb141799,
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#TT137757"}
Last update:Apr 6, 2026 at 11:28:57