@article{bb143800,
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#TT139753"}
@article{bb143801,
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#TT139754"}
@article{bb143802,
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#TT139755"}
@article{bb143803,
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#TT139756"}
@article{bb143804,
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#TT139757"}
@article{bb143805,
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#TT139758"}
@article{bb143806,
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#TT139759"}
@article{bb143807,
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#TT139760"}
@article{bb143808,
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#TT139761"}
@article{bb143809,
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#TT139762"}
@article{bb143810,
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#TT139763"}
@article{bb143811,
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#TT139764"}
@article{bb143812,
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#TT139765"}
@article{bb143813,
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#TT139766"}
@article{bb143814,
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#TT139767"}
@article{bb143815,
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#TT139768"}
@inproceedings{bb143816,
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#TT139769"}
@article{bb143817,
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#TT139770"}
@article{bb143818,
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#TT139771"}
@article{bb143819,
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#TT139772"}
@article{bb143820,
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#TT139773"}
@article{bb143821,
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#TT139774"}
@article{bb143822,
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#TT139775"}
@article{bb143823,
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#TT139776"}
@article{bb143824,
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#TT139777"}
@article{bb143825,
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#TT139778"}
@article{bb143826,
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#TT139779"}
@article{bb143827,
AUTHOR = "Yang, Y. and Zhu, E. and Li, X. and Hu, B. and Guo, K.",
TITLE = "SBCD: Spectral backbone with intensity-structure dual-domain fusion
for robust cross-domain few-shot learning",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
PAGES = "114138",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT139780"}
@inproceedings{bb143828,
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#TT139781"}
@inproceedings{bb143829,
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#TT139782"}
@inproceedings{bb143830,
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#TT139783"}
@inproceedings{bb143831,
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#TT139784"}
@inproceedings{bb143832,
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#TT139785"}
@inproceedings{bb143833,
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#TT139786"}
@inproceedings{bb143834,
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#TT139787"}
@inproceedings{bb143835,
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#TT139788"}
@inproceedings{bb143836,
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#TT139789"}
@inproceedings{bb143837,
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#TT139790"}
@inproceedings{bb143838,
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#TT139791"}
@inproceedings{bb143839,
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#TT139792"}
@inproceedings{bb143840,
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#TT139793"}
@inproceedings{bb143841,
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#TT139794"}
@inproceedings{bb143842,
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#TT139795"}
@inproceedings{bb143843,
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#TT139796"}
@inproceedings{bb143844,
AUTHOR = "Sun, J. and Lapuschkin, S. and Samek, W. and Zhao, Y.Q. and Cheung, N.M. and Binder, A.",
TITLE = "Explanation-Guided Training for Cross-Domain Few-Shot Classification",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "7609-7616",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT139797"}
@inproceedings{bb143845,
AUTHOR = "Guan, J. and Zhang, M. and Lu, Z.W.",
TITLE = "Large-scale Cross-domain Few-shot Learning",
BOOKTITLE = ACCV20,
YEAR = "2020",
PAGES = "III:474-491",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT139798"}
@inproceedings{bb143846,
AUTHOR = "Guo, Y.H. and Codella, N.C. and Karlinsky, L. and Codella, J.V. and Smith, J.R. and Saenko, K. and Rosing, T. and Feris, R.S.",
TITLE = "A Broader Study of Cross-domain Few-shot Learning",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXVII:124-141",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT139799"}
@inproceedings{bb143847,
AUTHOR = "Dvornik, N. and Schmid, C. and Mairal, J.",
TITLE = "Selecting Relevant Features from a Multi-domain Representation for
Few-shot Classification",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "X:769-786",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605cdoad4.html#TT139800"}
@article{bb143848,
AUTHOR = "Liu, B. and Yu, X.C. and Yu, A.Z. and Zhang, P.Q. and Wan, G. and Wang, R.R.",
TITLE = "Deep Few-Shot Learning for Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "4",
MONTH = "April",
PAGES = "2290-2304",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139801"}
@article{bb143849,
AUTHOR = "Liu, B. and Yu, A.Z. and Yu, X.C. and Wang, R.R. and Gao, K.L. and Guo, W.Y.",
TITLE = "Deep Multiview Learning for Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "9",
MONTH = "September",
PAGES = "7758-7772",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139802"}
@article{bb143850,
AUTHOR = "Gao, K.L. and Liu, B. and Yu, X.C. and Qin, J.C. and Zhang, P.Q. and Tan, X.",
TITLE = "Deep Relation Network for Hyperspectral Image Few-Shot Classification",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "6",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139803"}
@article{bb143851,
AUTHOR = "Qin, Y.X. and Zhang, W.G. and Wang, Z.Z. and Zhao, C.X. and Shi, J.P.",
TITLE = "Layer-Wise Adaptive Updating for Few-Shot Image Classification",
JOURNAL = SPLetters,
VOLUME = "27",
YEAR = "2020",
PAGES = "2044-2048",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139804"}
@article{bb143852,
AUTHOR = "Zhang, H.J. and Zhan, T.Y. and Davidson, I.",
TITLE = "A Self-Supervised Deep Learning Framework for Unsupervised Few-Shot
Learning and Clustering",
JOURNAL = PRL,
VOLUME = "148",
YEAR = "2021",
PAGES = "75-81",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139805"}
@article{bb143853,
AUTHOR = "Zhang, L. and Zhang, S. and Zou, B. and Dong, H.W.",
TITLE = "Unsupervised Deep Representation Learning and Few-Shot Classification
of PolSAR Images",
JOURNAL = GeoRS,
VOLUME = "60",
YEAR = "2022",
PAGES = "1-16",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139806"}
@article{bb143854,
AUTHOR = "Chen, C. and Li, K.L. and Wei, W. and Zhou, J.T.Y. and Zeng, Z.",
TITLE = "Hierarchical Graph Neural Networks for Few-Shot Learning",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "1",
MONTH = "January",
PAGES = "240-252",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139807"}
@article{bb143855,
AUTHOR = "Cheng, H. and Zhou, J.T.Y. and Tay, W.P. and Wen, B.H.",
TITLE = "Graph Neural Networks With Triple Attention for Few-Shot Learning",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "8225-8239",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139808"}
@article{bb143856,
AUTHOR = "Li, Y.F. and Chen, C. and Yan, W.Q. and Cheng, Z.Y. and Tan, H.L. and Zhang, W.J.",
TITLE = "Cascade Graph Neural Networks for Few-Shot Learning on Point Clouds",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "8788-8798",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139809"}
@article{bb143857,
AUTHOR = "Li, N. and Zhou, D.Y. and Shi, J. and Zheng, X.L. and Wu, T. and Yang, Z.",
TITLE = "Graph-Based Deep Multitask Few-Shot Learning for Hyperspectral Image
Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139810"}
@article{bb143858,
AUTHOR = "Luo, J.J. and Si, W.J. and Deng, Z.",
TITLE = "Few-Shot Learning for Radar Signal Recognition Based on Tensor
Imprint and Re-Parameterization Multi-Channel Multi-Branch Model",
JOURNAL = SPLetters,
VOLUME = "29",
YEAR = "2022",
PAGES = "1327-1331",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139811"}
@article{bb143859,
AUTHOR = "Chi, Z.Q. and Wang, Z. and Yang, M.P. and Li, D.D. and Du, W.L.",
TITLE = "Learning to Capture the Query Distribution for Few-Shot Learning",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "7",
MONTH = "July",
PAGES = "4163-4173",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139812"}
@article{bb143860,
AUTHOR = "Zhu, P.F. and Zhu, Z.L. and Wang, Y. and Zhang, J.L. and Zhao, S.",
TITLE = "Multi-Granularity Episodic Contrastive Learning for Few-Shot Learning",
JOURNAL = PR,
VOLUME = "131",
YEAR = "2022",
PAGES = "108820",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139813"}
@article{bb143861,
AUTHOR = "Dai, Z.Y. and Yi, J.J. and Yan, L. and Xu, Q.W. and Hu, L. and Zhang, Q. and Li, J.H. and Wang, G.Q.",
TITLE = "PFEMed: Few-shot medical image classification using prior guided
feature enhancement",
JOURNAL = PR,
VOLUME = "134",
YEAR = "2023",
PAGES = "109108",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139814"}
@article{bb143862,
AUTHOR = "Chen, Y.D. and Yan, H. and Yang, Z.X. and Wu, E.",
TITLE = "Meta-transfer-adjustment learning for few-shot learning",
JOURNAL = JVCIR,
VOLUME = "89",
YEAR = "2022",
PAGES = "103678",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139815"}
@article{bb143863,
AUTHOR = "Chen, Y.Q. and Li, Y.Y. and Mao, H. and Chai, X.H. and Jiao, L.C.",
TITLE = "A Novel Deep Nearest Neighbor Neural Network for Few-Shot Remote
Sensing Image Scene Classification",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139816"}
@article{bb143864,
AUTHOR = "Lei, Y.L. and Li, Y.Y. and Mao, H.",
TITLE = "A Novel Two-Stream Network for Few-Shot Remote Sensing Image Scene
Classification",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "7",
PAGES = "1192",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139817"}
@article{bb143865,
AUTHOR = "Chen, Y.Q. and Li, Y.Y. and Mao, H. and Liu, G.Y. and Chai, X.H. and Jiao, L.C.",
TITLE = "A Novel Discriminative Enhancement Method for Few-Shot Remote Sensing
Image Scene Classification",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "18",
PAGES = "4588",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139818"}
@article{bb143866,
AUTHOR = "Zhang, T.Y. and Xu, L. and Zhang, X.R. and Han, X. and Zhu, J. and Zhang, L. and Wang, G.C. and Jiao, L.C.",
TITLE = "Multi-Granularity Prompt Learning with Vision-Language Model for
Few-Shot Remote Sensing Image Scene Classification",
JOURNAL = PandRS,
VOLUME = "235",
YEAR = "2026",
PAGES = "349-362",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139819"}
@article{bb143867,
AUTHOR = "Zhang, C. and Cai, Y.J. and Lin, G.S. and Shen, C.H.",
TITLE = "DeepEMD: Differentiable Earth Mover's Distance for Few-Shot Learning",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "5",
MONTH = "May",
PAGES = "5632-5648",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139820"}
@inproceedings{bb143868,
AUTHOR = "Zhang, C. and Cai, Y.J. and Lin, G.S. and Shen, C.H.",
TITLE = "DeepEMD: Few-Shot Image Classification With Differentiable Earth
Mover's Distance and Structured Classifiers",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "12200-12210",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139821"}
@article{bb143869,
AUTHOR = "Zhong, X. and Gu, C. and Ye, M. and Huang, W.X. and Lin, C.W.",
TITLE = "Graph Complemented Latent Representation for Few-Shot Image
Classification",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "1979-1990",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139822"}
@inproceedings{bb143870,
AUTHOR = "Zhong, X. and Gu, C. and Huang, W.X. and Li, L. and Chen, S.Q. and Lin, C.W.",
TITLE = "Complementing Representation Deficiency in Few-shot Image
Classification: A Meta-Learning Approach",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "2677-2684",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139823"}
@article{bb143871,
AUTHOR = "Fu, W. and Zhou, L. and Chen, J.",
TITLE = "Query-Specific Embedding Co-Adaptation Improve Few-Shot Image
Classification",
JOURNAL = SPLetters,
VOLUME = "30",
YEAR = "2023",
PAGES = "783-787",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139824"}
@article{bb143872,
AUTHOR = "Zhang, G.M. and Zhao, Y.L. and Wang, J.",
TITLE = "Few-shot node classification on attributed networks based on deep
metric learning for Cyber-Physical-Social Services",
JOURNAL = PRL,
VOLUME = "173",
YEAR = "2023",
PAGES = "87-92",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139825"}
@article{bb143873,
AUTHOR = "Meng, G.Y. and Zhou, R. and Liu, L. and Liang, P.X. and Liu, F. and Chen, D.Z. and Niemier, M. and Hu, X.B.S.",
TITLE = "Efficient Approximation of Earth Mover's Distance Based on Nearest
Neighbor Search",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "227-240",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139826"}
@article{bb143874,
AUTHOR = "Li, Z.W. and Guo, J.L. and Zhang, W.Z. and Han, M.Y. and Xu, Z.Q. and Zhang, B.W. and Li, N. and Luo, W. and Xie, M.L. and Guo, J.Z.",
TITLE = "CADR-BL: Class-Adaptive Dictionary Reconstruction with Broad Learning
for Few-Shot Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "9",
PAGES = "1263",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139827"}
@inproceedings{bb143875,
AUTHOR = "Xie, J.T. and Long, F. and Lv, J.M. and Wang, Q.L. and Li, P.H.",
TITLE = "Joint Distribution Matters: Deep Brownian Distance Covariance for
Few-Shot Classification",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "7962-7971",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139828"}
@inproceedings{bb143876,
AUTHOR = "San Emeterio, M.G.",
TITLE = "A Survey on Few-Shot Techniques in the Context of Computer Vision
Applications Based on Deep Learning",
BOOKTITLE = HBAxSCES22,
YEAR = "2022",
PAGES = "14-25",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139829"}
@inproceedings{bb143877,
AUTHOR = "Afrasiyabi, A. and Larochelle, H. and Lalonde, J.F. and Gagne, C.",
TITLE = "Matching Feature Sets for Few-Shot Image Classification",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "9004-9014",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139830"}
@inproceedings{bb143878,
AUTHOR = "Afrasiyabi, A. and Lalonde, J.F. and Gagne, C.",
TITLE = "Mixture-based Feature Space Learning for Few-shot Image
Classification",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "9021-9031",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139831"}
@inproceedings{bb143879,
AUTHOR = "Yin, C.X. and Wu, K. and Che, Z.P. and Jiang, B. and Xu, Z.Y. and Tang, J.",
TITLE = "Hierarchical Graph Attention Network for Few-shot Visual-Semantic
Learning",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "2157-2166",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139832"}
@inproceedings{bb143880,
AUTHOR = "Osahor, U. and Nasrabadi, N.M.",
TITLE = "Ortho-Shot: Low Displacement Rank Regularization with Data
Augmentation for Few-Shot Learning",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "2040-2049",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139833"}
@inproceedings{bb143881,
AUTHOR = "Garg, A. and Bagga, S. and Singh, Y. and Anand, S.",
TITLE = "HierMatch: Leveraging Label Hierarchies for Improving Semi-Supervised
Learning",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "2061-2070",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139834"}
@inproceedings{bb143882,
AUTHOR = "Yang, F.Y. and Wang, R.P. and Chen, X.L.",
TITLE = "Semantic Guided Latent Parts Embedding for Few-Shot Learning",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "5436-5446",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139835"}
@inproceedings{bb143883,
AUTHOR = "Yang, F.Y. and Wang, R.P. and Chen, X.L.",
TITLE = "SEGA: Semantic Guided Attention on Visual Prototype for Few-Shot
Learning",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "1586-1596",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139836"}
@inproceedings{bb143884,
AUTHOR = "Ye, C.G. and Zhu, H.Y. and Liao, Y.B. and Zhang, Y.G. and Chen, T. and Fan, J.Y.",
TITLE = "What Makes for Effective Few-shot Point Cloud Classification?",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "267-276",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139837"}
@inproceedings{bb143885,
AUTHOR = "Pahde, F. and Puscas, M. and Klein, T. and Nabi, M.",
TITLE = "Multimodal Prototypical Networks for Few-shot Learning",
BOOKTITLE = WACV21,
YEAR = "2021",
PAGES = "2643-2652",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139838"}
@inproceedings{bb143886,
AUTHOR = "Hamidouche, M. and Lassance, C. and Hu, Y. and Drumetz, L. and Pasdeloup, B. and Gripon, V.",
TITLE = "Improving Classification Accuracy With Graph Filtering",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "334-338",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139839"}
@inproceedings{bb143887,
AUTHOR = "Minami, S. and Hirakawa, T. and Yamashita, T. and Fujiyoshi, H.",
TITLE = "Knowledge Transfer Graph for Deep Collaborative Learning",
BOOKTITLE = ACCV20,
YEAR = "2020",
PAGES = "IV:203-217",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139840"}
@inproceedings{bb143888,
AUTHOR = "Kim, J. and Kim, M. and Kim, J.U. and Lee, H.J. and Lee, S. and Hong, J. and Ro, Y.M.",
TITLE = "Learning Style Correlation for Elaborate Few-Shot Classification",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "1791-1795",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139841"}
@inproceedings{bb143889,
AUTHOR = "Sbai, O. and Couprie, C. and Aubry, M.",
TITLE = "Unsupervised Image Decomposition in Vector Layers",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "1576-1580",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139842"}
@inproceedings{bb143890,
AUTHOR = "Sbai, O. and Couprie, C. and Aubry, M.",
TITLE = "Impact of Base Dataset Design on Few-shot Image Classification",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XVI: 597-613",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139843"}
@inproceedings{bb143891,
AUTHOR = "Seo, S. and Seo, P.H. and Han, B.H.",
TITLE = "Learning for Single-Shot Confidence Calibration in Deep Neural Networks
Through Stochastic Inferences",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "9022-9030",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT139844"}
@article{bb143892,
AUTHOR = "Kim, J. and Chi, M.M.",
TITLE = "SAFFNet: Self-Attention-Based Feature Fusion Network for Remote
Sensing Few-Shot Scene Classification",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "13",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT139845"}
@article{bb143893,
AUTHOR = "Shi, Y.Z. and Li, J.J. and Li, Y.S. and Du, Q.",
TITLE = "Sensor-Independent Hyperspectral Target Detection With Semisupervised
Domain Adaptive Few-Shot Learning",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "8",
MONTH = "August",
PAGES = "6894-6906",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT139846"}
@article{bb143894,
AUTHOR = "Zeng, Q.J. and Geng, J. and Huang, K. and Jiang, W. and Guo, J.",
TITLE = "Prototype Calibration with Feature Generation for Few-Shot Remote
Sensing Image Scene Classification",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "14",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT139847"}
@article{bb143895,
AUTHOR = "Jiang, N. and Shi, H.W. and Geng, J.",
TITLE = "Multi-Scale Graph-Based Feature Fusion for Few-Shot Remote Sensing
Image Scene Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "21",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT139848"}
@article{bb143896,
AUTHOR = "Zeng, Q.J. and Geng, J.",
TITLE = "Task-specific contrastive learning for few-shot remote sensing image
scene classification",
JOURNAL = PandRS,
VOLUME = "191",
YEAR = "2022",
PAGES = "143-154",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT139849"}
@article{bb143897,
AUTHOR = "Zhang, P. and Fan, G.L. and Wu, C.Y. and Wang, D. and Li, Y.",
TITLE = "Task-Adaptive Embedding Learning with Dynamic Kernel Fusion for
Few-Shot Remote Sensing Scene Classification",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "21",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT139850"}
@article{bb143898,
AUTHOR = "Zhao, G.X. and Wang, X.S. and Kong, Y. and Cheng, Y.",
TITLE = "Spectral-Spatial Joint Classification of Hyperspectral Image Based on
Broad Learning System",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT139851"}
@inproceedings{bb143899,
AUTHOR = "Hu, X.P. and Zhao, G.X. and Dong, A. and Lv, G.H. and Zhai, Y. and Guo, Y. and Dong, X.J.",
TITLE = "Few-Shot Hyperspectral Image Classification with Spectral-Spatial
Feature Fusion Based on Fuzzy Broad Learning System",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "3160-3164",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT139852"}
Last update:Aug 19, 2026 at 13:26:35