@article{bb143400,
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#TT139354"}
@article{bb143401,
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#TT139355"}
@article{bb143402,
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#TT139356"}
@article{bb143403,
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#TT139357"}
@article{bb143404,
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#TT139358"}
@article{bb143405,
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#TT139359"}
@article{bb143406,
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#TT139360"}
@inproceedings{bb143407,
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#TT139361"}
@article{bb143408,
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#TT139362"}
@article{bb143409,
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#TT139363"}
@article{bb143410,
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#TT139364"}
@article{bb143411,
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#TT139365"}
@article{bb143412,
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#TT139366"}
@article{bb143413,
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#TT139367"}
@article{bb143414,
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#TT139368"}
@article{bb143415,
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#TT139369"}
@article{bb143416,
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#TT139370"}
@article{bb143417,
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#TT139371"}
@article{bb143418,
AUTHOR = "Jiang, B.B. and Wen, J. and Wang, Z.D. and Sheng, W.G. and Yu, Z.W. and Chen, H.H. and Ding, W.P.",
TITLE = "Scalable Semi-Supervised Learning With Discriminative Label
Propagation and Correction",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "6",
MONTH = "June",
PAGES = "6156-6173",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT139372"}
@inproceedings{bb143419,
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#TT139373"}
@inproceedings{bb143420,
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#TT139374"}
@inproceedings{bb143421,
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#TT139375"}
@inproceedings{bb143422,
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#TT139376"}
@inproceedings{bb143423,
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#TT139377"}
@inproceedings{bb143424,
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#TT139378"}
@inproceedings{bb143425,
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#TT139379"}
@inproceedings{bb143426,
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#TT139380"}
@inproceedings{bb143427,
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#TT139381"}
@inproceedings{bb143428,
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#TT139382"}
@inproceedings{bb143429,
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#TT139383"}
@inproceedings{bb143430,
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#TT139384"}
@inproceedings{bb143431,
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#TT139385"}
@inproceedings{bb143432,
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#TT139386"}
@inproceedings{bb143433,
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#TT139387"}
@inproceedings{bb143434,
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#TT139388"}
@inproceedings{bb143435,
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#TT139389"}
@inproceedings{bb143436,
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#TT139390"}
@inproceedings{bb143437,
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#TT139391"}
@inproceedings{bb143438,
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#TT139392"}
@inproceedings{bb143439,
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#TT139393"}
@inproceedings{bb143440,
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#TT139394"}
@inproceedings{bb143441,
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#TT139395"}
@inproceedings{bb143442,
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#TT139396"}
@inproceedings{bb143443,
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#TT139397"}
@inproceedings{bb143444,
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#TT139398"}
@inproceedings{bb143445,
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#TT139399"}
@inproceedings{bb143446,
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#TT139400"}
@inproceedings{bb143447,
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#TT139401"}
@article{bb143448,
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#TT139402"}
@article{bb143449,
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#TT139403"}
@article{bb143450,
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#TT139404"}
@article{bb143451,
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#TT139405"}
@article{bb143452,
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#TT139406"}
@article{bb143453,
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#TT139407"}
@inproceedings{bb143454,
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#TT139408"}
@article{bb143455,
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#TT139409"}
@article{bb143456,
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#TT139410"}
@article{bb143457,
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#TT139411"}
@article{bb143458,
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#TT139412"}
@article{bb143459,
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#TT139413"}
@article{bb143460,
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#TT139414"}
@article{bb143461,
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#TT139415"}
@article{bb143462,
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#TT139416"}
@article{bb143463,
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#TT139417"}
@article{bb143464,
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#TT139418"}
@article{bb143465,
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#TT139419"}
@article{bb143466,
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#TT139420"}
@article{bb143467,
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#TT139421"}
@article{bb143468,
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#TT139422"}
@article{bb143469,
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#TT139423"}
@article{bb143470,
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#TT139424"}
@article{bb143471,
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#TT139425"}
@article{bb143472,
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#TT139426"}
@inproceedings{bb143473,
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#TT139427"}
@article{bb143474,
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#TT139428"}
@article{bb143475,
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#TT139429"}
@article{bb143476,
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#TT139430"}
@article{bb143477,
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#TT139431"}
@article{bb143478,
AUTHOR = "Ning, Z. and Li, C. and Chen, H. and Zhou, G.Y. and Zhang, S.H. and Li, L.L. and Zhuang, Y.",
TITLE = "Uncertainty-Aware Cross-Domain Few-Shot Scene Classification from
Remote Sensing Imagery",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "8",
PAGES = "1233",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT139432"}
@article{bb143479,
AUTHOR = "Zhou, X. and Wei, X.F. and Qu, Z. and Sakai, Y. and Kamigaito, H. and Watanabe, T.",
TITLE = "A Cross-Domain Tool-Augmented Vision-Language Framework for Remote
Sensing Image Understanding",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "10",
PAGES = "1613",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT139433"}
@article{bb143480,
AUTHOR = "Liu, K.H. and Wang, J. and He, K.J. and Xu, D. and Zhang, X.J.",
TITLE = "Test-Time Domain-Agnostic Meta-Prompt Learning for Multi-Source
Few-Shot Domain Adaptation",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "6",
MONTH = "June",
PAGES = "8246-8259",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT139434"}
@article{bb143481,
AUTHOR = "Hui, S.Q. and Zhou, S.P. and Deng, Y. and Huang, W.L. and Wu, Y. and Wang, J.J.",
TITLE = "Frequency-guided generalizable representation learning for
cross-domain few-shot learning",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113826",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT139435"}
@article{bb143482,
AUTHOR = "Wanyan, Y.Y. and Yang, X.S. and Dong, W.M. and Xu, C.S.",
TITLE = "Modality-Collaborative Low-Rank Decomposers for Few-Shot Video Domain
Adaptation",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "4610-4623",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT139436"}
@article{bb143483,
AUTHOR = "Sun, Z. and Guo, P.F. and Luo, D.L. and Zhang, X.H.",
TITLE = "Can Prompt-Guided Cross-Modal Learning with Class-Aware Network
improve few-shot image classification performance?",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
PAGES = "114051",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT139437"}
@inproceedings{bb143484,
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#TT139438"}
@inproceedings{bb143485,
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#TT139439"}
@inproceedings{bb143486,
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#TT139440"}
@inproceedings{bb143487,
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#TT139441"}
@inproceedings{bb143488,
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#TT139442"}
@inproceedings{bb143489,
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#TT139443"}
@inproceedings{bb143490,
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#TT139444"}
@inproceedings{bb143491,
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#TT139445"}
@inproceedings{bb143492,
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#TT139446"}
@inproceedings{bb143493,
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#TT139447"}
@inproceedings{bb143494,
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#TT139448"}
@inproceedings{bb143495,
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#TT139449"}
@inproceedings{bb143496,
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#TT139450"}
@inproceedings{bb143497,
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#TT139451"}
@inproceedings{bb143498,
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#TT139452"}
@inproceedings{bb143499,
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#TT139453"}
Last update:Jul 24, 2026 at 15:25:55