@article{bb144600,
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#TT140544"}
@article{bb144601,
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#TT140545"}
@article{bb144602,
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#TT140546"}
@article{bb144603,
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#TT140547"}
@article{bb144604,
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#TT140548"}
@inproceedings{bb144605,
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#TT140549"}
@article{bb144606,
AUTHOR = "Kong, Y. and Wang, X.S. and Cheng, Y. and Chen, C.L.P.",
TITLE = "Hyperspectral Imagery Classification Based on Semi-Supervised Broad
Learning System",
JOURNAL = RS,
VOLUME = "10",
YEAR = "2018",
NUMBER = "5",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140550"}
@article{bb144607,
AUTHOR = "Huang, W.D. and Yuan, Z.W. and Yang, A.X. and Tang, C. and Luo, X.B.",
TITLE = "TAE-Net: Task-Adaptive Embedding Network for Few-Shot Remote Sensing
Scene Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140551"}
@article{bb144608,
AUTHOR = "Yuan, Z.W. and Huang, W.D. and Tang, C. and Yang, A. and Luo, X.B.",
TITLE = "Graph-Based Embedding Smoothing Network for Few-Shot Scene
Classification of Remote Sensing Images",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "5",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140552"}
@article{bb144609,
AUTHOR = "Wang, J.Y. and Wang, X.Q. and Xing, L. and Liu, B.D. and Li, Z.M.",
TITLE = "Class-Shared SparsePCA for Few-Shot Remote Sensing Scene Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "10",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140553"}
@article{bb144610,
AUTHOR = "Ma, Y.T. and Meng, J.M. and Liu, B.D. and Sun, L. and Zhang, H. and Ren, P.",
TITLE = "Dictionary Learning for Few-Shot Remote Sensing Scene Classification",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140554"}
@article{bb144611,
AUTHOR = "Hamzaoui, M. and Chapel, L. and Pham, M.T. and Lefevre, S.",
TITLE = "Hyperbolic prototypical network for few shot remote sensing scene
classification",
JOURNAL = PRL,
VOLUME = "177",
YEAR = "2024",
PAGES = "151-156",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140555"}
@article{bb144612,
AUTHOR = "Dong, Z. and Lin, B. and Xie, F.",
TITLE = "Optimizing Few-Shot Remote Sensing Scene Classification Based on an
Improved Data Augmentation Approach",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "3",
PAGES = "525",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140556"}
@article{bb144613,
AUTHOR = "Hao, T. and Zhang, Z.H. and Crabbe, M.J.C.",
TITLE = "Few-Shot Hyperspectral Remote Sensing Image Classification via an
Ensemble of Meta-Optimizers with Update Integration",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "16",
PAGES = "2988",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140557"}
@article{bb144614,
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/pattern605rsfew4.html#TT140558"}
@article{bb144615,
AUTHOR = "Jia, Y. and Sun, C.C. and Gao, J.Y. and Wang, Q.",
TITLE = "Few-shot Remote Sensing Scene Classification via Parameter-free
Attention and Region Matching",
JOURNAL = PandRS,
VOLUME = "227",
YEAR = "2025",
PAGES = "265-275",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140559"}
@article{bb144616,
AUTHOR = "He, R.K. and Zhao, W. and Wang, H.P. and He, Y.",
TITLE = "Cross-Domain Few-Shot Remote Sensing Object Classification via
Triplet Relation-Aware Metric",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "6925-6938",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140560"}
@article{bb144617,
AUTHOR = "Zhao, W. and Li, Y.X. and Wang, H.P. and Lu, H.C.",
TITLE = "First-Order Cross-Domain Meta Learning for Few-Shot Remote Sensing
Object Classification",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "6",
MONTH = "June",
PAGES = "6365-6379",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140561"}
@article{bb144618,
AUTHOR = "Liu, J.F. and Du, Y. and Sun, L. and Li, X.Z. and Si, Y. and Song, X.L. and Zheng, R.",
TITLE = "GRCD-Net: Guided Global-Local Relational Learning for Few-Shot
Fine-Grained and Remote Sensing Scene Classification",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "10",
PAGES = "1632",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140562"}
@article{bb144619,
AUTHOR = "Chen, X.L. and Li, L.W. and Chen, Y.F. and Liu, L. and Wang, Z.Y. and Liu, M.Q. and Liu, X.J. and Zhu, G.B.",
TITLE = "Few-Shot Remote Sensing Scene Classification via Fusion of Zigzag
Scanning Feature Sequence and Riemannian Geometric Barycenter Network",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "13",
PAGES = "2264",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140563"}
@article{bb144620,
AUTHOR = "Zhang, J.J. and Rao, Y.T. and Huang, X.S. and Li, G. and Zhou, X. and Zeng, D.",
TITLE = "Frequency-Aware Multi-Modal Fine-Tuning for Few-Shot Open-Set Remote
Sensing Scene Classification",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "7823-7837",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140564"}
@article{bb144621,
AUTHOR = "Ding, C. and Yue, J.H. and Zheng, S. and Dong, Y.Z. and Hua, W.Q. and Chen, X.L. and Xie, Y. and Yan, S. and Wei, W. and Zhang, L.",
TITLE = "Class-Discrepancy Dynamic Weighting for Cross-Domain Few-Shot
Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "15",
PAGES = "2605",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140565"}
@article{bb144622,
AUTHOR = "Yang, G. and Wang, Z.H.",
TITLE = "A Deep Transfer Contrastive Learning Network for Few-Shot
Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "16",
PAGES = "2800",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140566"}
@inproceedings{bb144623,
AUTHOR = "Li, N.Y. and Wang, Z.H.",
TITLE = "Spectral-Spatial Fused Attention Network for Hyperspectral Image
Classification",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "3832-3836",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140567"}
@article{bb144624,
AUTHOR = "Zhang, T.Y. and Shi, C.P. and Liao, D.L. and Wang, L.G.",
TITLE = "Deep Spectral Spatial Inverted Residual Network for Hyperspectral
Image Classification",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "21",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140568"}
@article{bb144625,
AUTHOR = "Pan, H.Z. and Zhao, X.Y. and Ge, H.M. and Liu, M. and Shi, C.P.",
TITLE = "Hyperspectral Image Classification Based on Multiscale Hybrid
Networks and Attention Mechanisms",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "11",
PAGES = "2720",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140569"}
@article{bb144626,
AUTHOR = "Shi, C.P. and Sun, J.W. and Wang, T.Y. and Wang, L.G.",
TITLE = "Hyperspectral Image Classification Based on a 3D Octave Convolution
and 3D Multiscale Spatial Attention Network",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140570"}
@article{bb144627,
AUTHOR = "Ma, B. and Wang, L.G. and Wang, H.",
TITLE = "Hyperspectral Image Classification Based on Two-Branch Multiscale
Spatial Spectral Feature Fusion with Self-Attention Mechanisms",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "11",
PAGES = "1888",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140571"}
@article{bb144628,
AUTHOR = "Shi, C.P. and Sun, J.W. and Wang, L.G.",
TITLE = "Hyperspectral Image Classification Based on Spectral Multiscale
Convolutional Neural Network",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "8",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140572"}
@article{bb144629,
AUTHOR = "Pan, H.Z. and Yan, H. and Ge, H. and Wang, L.G. and Shi, C.P.",
TITLE = "Pyramid Cascaded Convolutional Neural Network with Graph Convolution
for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "16",
PAGES = "2942",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140573"}
@article{bb144630,
AUTHOR = "Zhang, T.Y. and Shi, C.P. and Liao, D.L. and Wang, L.G.",
TITLE = "A Spectral Spatial Attention Fusion with Deformable Convolutional
Residual Network for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "18",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140574"}
@article{bb144631,
AUTHOR = "Shi, C.P. and Liao, D.L. and Zhang, T.Y. and Wang, L.G.",
TITLE = "Hyperspectral Image Classification Based on 3D Coordination Attention
Mechanism Network",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140575"}
@article{bb144632,
AUTHOR = "Pan, H.Z. and Liu, M. and Ge, H. and Wang, L.G.",
TITLE = "One-Shot Dense Network with Polarized Attention for Hyperspectral
Image Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140576"}
@article{bb144633,
AUTHOR = "Ge, H.M. and Wang, L.G. and Liu, M. and Zhu, Y.X. and Zhao, X.Y. and Pan, H.Z. and Liu, Y.Z.",
TITLE = "Two-Branch Convolutional Neural Network with Polarized Full Attention
for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140577"}
@article{bb144634,
AUTHOR = "Yang, J.H. and Qin, J. and Qian, J.X. and Li, A. and Wang, L.G.",
TITLE = "AL-MRIS: An Active Learning-Based Multipath Residual Involution
Siamese Network for Few-Shot Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "6",
PAGES = "990",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140578"}
@article{bb144635,
AUTHOR = "Zhang, Z.Q. and Gao, D. and Liu, D.H. and Shi, G.M.",
TITLE = "Spectral-Spatial Domain Attention Network for Hyperspectral Image
Few-Shot Classification",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "3",
PAGES = "592",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140579"}
@article{bb144636,
AUTHOR = "Qu, J.H. and Chen, Y.H. and Dong, W.Q. and Li, Y.S. and Du, Q.",
TITLE = "Adaptive Coarse-to-Fine Parameter Optimization for Incremental
Hyperspectral Target Detection",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "7",
MONTH = "July",
PAGES = "9378-9391",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140580"}
@inproceedings{bb144637,
AUTHOR = "Cao, M.X. and Zhao, G.X. and Dong, A. and Lv, G.H. and Guo, Y. and Dong, X.J.",
TITLE = "Few-Shot Hyperspectral Image Classification Based on Cross-Domain
Spectral Semantic Relation Transformer",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "1375-1379",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140581"}
@inproceedings{bb144638,
AUTHOR = "Guo, Y. and He, M.Y. and Fan, B.",
TITLE = "Grid-Transformer for Few-Shot Hyperspectral Image Classification",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "755-759",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140582"}
@inproceedings{bb144639,
AUTHOR = "Zhong, Q. and Chen, L. and Qian, Y.",
TITLE = "Few-Shot Learning for Remote Sensing Image Retrieval With MAML",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "2446-2450",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605rsfew4.html#TT140583"}
@article{bb144640,
AUTHOR = "Zhang, L. and Zhou, F. and Wei, W. and Zhang, Y.N.",
TITLE = "Meta-Hallucinating Prototype for Few-Shot Learning Promotion",
JOURNAL = PR,
VOLUME = "136",
YEAR = "2023",
PAGES = "109235",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605halfe3.html#TT140584"}
@article{bb144641,
AUTHOR = "Zhou, F. and Wang, P. and Zhang, L. and Wei, W. and Ding, C. and Lin, G.S. and Zhang, Y.N.",
TITLE = "Meta-Exploiting Complementary Semantic Consistency for Cross-Domain
Few-Shot Learning Promotion",
JOURNAL = IP,
VOLUME = "35",
YEAR = "2026",
PAGES = "8543-8557",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605halfe3.html#TT140585"}
@article{bb144642,
AUTHOR = "Lin, C.C. and Chu, H.L. and Wang, Y.C.A.F. and Lei, C.L.",
TITLE = "Joint Feature Disentanglement and Hallucination for Few-Shot Image
Classification",
JOURNAL = IP,
VOLUME = "30",
YEAR = "2021",
PAGES = "9245-9258",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605halfe3.html#TT140586"}
@article{bb144643,
AUTHOR = "Yang, S. and Liu, F. and Chen, Z.Y.",
TITLE = "Feature hallucination in hypersphere space for few-shot
classification",
JOURNAL = IET-IPR,
VOLUME = "16",
YEAR = "2022",
NUMBER = "13",
PAGES = "3603-3616",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605halfe3.html#TT140587"}
@article{bb144644,
AUTHOR = "Hu, Z.X. and Shen, L. and Lai, S.Q. and Yuan, C.",
TITLE = "Task-Adaptive Feature Disentanglement and Hallucination for Few-Shot
Classification",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "3638-3648",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605halfe3.html#TT140588"}
@article{bb144645,
AUTHOR = "Wu, S.N. and Gao, X. and Hu, X.P.",
TITLE = "Task-Oriented Feature Hallucination for Few-Shot Image Classification",
JOURNAL = IET-IPR,
VOLUME = "17",
YEAR = "2023",
NUMBER = "12",
PAGES = "3564-3579",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605halfe3.html#TT140589"}
@article{bb144646,
AUTHOR = "Deshpande, R. and Anastasio, M.A. and Brooks, F.J.",
TITLE = "A method for evaluating deep generative models of images for
hallucinations in high-order spatial context",
JOURNAL = PRL,
VOLUME = "186",
YEAR = "2024",
PAGES = "23-29",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605halfe3.html#TT140590"}
@article{bb144647,
AUTHOR = "Wu, H. and Ye, G.Z. and Zhou, Z.Y. and Tian, L. and Wang, Q. and Lin, L.",
TITLE = "Dual-View Data Hallucination With Semantic Relation Guidance for
Few-Shot Image Recognition",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "11302-11315",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605halfe3.html#TT140591"}
@inproceedings{bb144648,
AUTHOR = "Xie, Y. and Fu, Y.W. and Tai, Y. and Cao, Y. and Zhu, J.W. and Wang, C.J.",
TITLE = "Learning to Memorize Feature Hallucination for One-Shot Image
Generation",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "9120-9129",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605halfe3.html#TT140592"}
@inproceedings{bb144649,
AUTHOR = "Lazarou, M. and Stathaki, T. and Avrithis, Y.",
TITLE = "Tensor feature hallucination for few-shot learning",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "2050-2060",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605halfe3.html#TT140593"}
@inproceedings{bb144650,
AUTHOR = "Li, K. and Zhang, Y. and Li, K. and Fu, Y.",
TITLE = "Adversarial Feature Hallucination Networks for Few-Shot Learning",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "13467-13476",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605halfe3.html#TT140594"}
@inproceedings{bb144651,
AUTHOR = "Zhang, H.G. and Zhang, J. and Koniusz, P.",
TITLE = "Few-Shot Learning via Saliency-Guided Hallucination of Samples",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "2765-2774",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605halfe3.html#TT140595"}
@inproceedings{bb144652,
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/pattern605halfe3.html#TT140596"}
@inproceedings{bb144653,
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/pattern605halfe3.html#TT140597"}
@inproceedings{bb144654,
AUTHOR = "Luo, Q.X. and Wang, L.F. and Lv, J. and Xiang, S.M. and Pan, C.H.",
TITLE = "Few-Shot Learning via Feature Hallucination with Variational
Inference",
BOOKTITLE = WACV21,
YEAR = "2021",
PAGES = "3962-3971",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605halfe3.html#TT140598"}
@inproceedings{bb144655,
AUTHOR = "Chu, W. and Wang, Y.F.",
TITLE = "Learning Semantics-Guided Visual Attention for Few-Shot Image
Classification",
BOOKTITLE = ICIP18,
YEAR = "2018",
PAGES = "2979-2983",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605halfe3.html#TT140599"}
@inproceedings{bb144656,
AUTHOR = "Lin, C. and Wang, Y.F. and Lei, C. and Chen, K.",
TITLE = "Semantics-Guided Data Hallucination for Few-Shot Visual
Classification",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "3302-3306",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605halfe3.html#TT140600"}
@inproceedings{bb144657,
AUTHOR = "Chiaroni, F. and Rahal, M. and Hueber, N. and Dufaux, F.",
TITLE = "Hallucinating A Cleanly Labeled Augmented Dataset from A Noisy
Labeled Dataset Using GAN",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "3616-3620",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605halfe3.html#TT140601"}
@inproceedings{bb144658,
AUTHOR = "Carlucci, F.M. and Russo, P. and Tommasi, T. and Caputo, B.",
TITLE = "Hallucinating Agnostic Images to Generalize Across Domains",
BOOKTITLE = TASKCV19,
YEAR = "2019",
PAGES = "3227-3234",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605halfe3.html#TT140602"}
@inproceedings{bb144659,
AUTHOR = "Zhang, W.H. and Wang, Y. and Qiao, Y.",
TITLE = "MetaCleaner: Learning to Hallucinate Clean Representations for
Noisy-Labeled Visual Recognition",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "7365-7374",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605halfe3.html#TT140603"}
@article{bb144660,
AUTHOR = "Fei Fei, L. and Fergus, R. and Perona, P.",
TITLE = "One-Shot Learning of Object Categories",
JOURNAL = PAMI,
VOLUME = "28",
YEAR = "2006",
NUMBER = "4",
MONTH = "April",
PAGES = "594-611",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140604"}
@inproceedings{bb144661,
AUTHOR = "Fei Fei, L. and Fergus, R. and Perona, P.",
TITLE = "A bayesian approach to unsupervised one-shot learning of object
categories",
BOOKTITLE = ICCV03,
YEAR = "2003",
PAGES = "1134-1141",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140605"}
@inproceedings{bb144662,
AUTHOR = "Wang, G. and Zhang, Y. and Fei Fei, L.",
TITLE = "Using Dependent Regions for Object Categorization in a Generative
Framework",
BOOKTITLE = CVPR06,
YEAR = "2006",
PAGES = "II: 1597-1604",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140606"}
@article{bb144663,
AUTHOR = "Zhuang, S. and Wang, P. and Jiang, B. and Wang, G. and Wang, C.",
TITLE = "A Single Shot Framework with Multi-Scale Feature Fusion for
Geospatial Object Detection",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "5",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140607"}
@article{bb144664,
AUTHOR = "Woo, S.H. and Hwang, S. and Jang, H.D. and Kweon, I.S.",
TITLE = "Gated bidirectional feature pyramid network for accurate one-shot
detection",
JOURNAL = MVA,
VOLUME = "30",
YEAR = "2019",
NUMBER = "4",
MONTH = "June",
PAGES = "543-555",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140608"}
@article{bb144665,
AUTHOR = "Chen, Z. and Fu, Y. and Zhang, Y. and Jiang, Y. and Xue, X. and Sigal, L.",
TITLE = "Multi-Level Semantic Feature Augmentation for One-Shot Learning",
JOURNAL = IP,
VOLUME = "28",
YEAR = "2019",
NUMBER = "9",
MONTH = "Sep",
PAGES = "4594-4605",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140609"}
@article{bb144666,
AUTHOR = "Sihag, S. and Tajer, A.",
TITLE = "Optimal Network Parameter Estimation:
Single-Shot Exchange of Local Decisions",
JOURNAL = SPLetters,
VOLUME = "26",
YEAR = "2019",
NUMBER = "9",
MONTH = "September",
PAGES = "1280-1284",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140610"}
@article{bb144667,
AUTHOR = "Zhang, L.L. and Liu, J. and Luo, M. and Chang, X.J. and Zheng, Q.H. and Hauptmann, A.G.",
TITLE = "Scheduled sampling for one-shot learning via matching network",
JOURNAL = PR,
VOLUME = "96",
YEAR = "2019",
PAGES = "106962",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140611"}
@article{bb144668,
AUTHOR = "Li, X.R. and Pu, F.L. and Yang, R. and Gui, R. and Xu, X.",
TITLE = "AMN: Attention Metric Network for One-Shot Remote Sensing Image Scene
Classification",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "24",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140612"}
@article{bb144669,
AUTHOR = "Feng, L.J. and Zhao, C.H. and Li, X.",
TITLE = "Bias-Eliminated Semantic Refinement for Any-Shot Learning",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "2229-2244",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140613"}
@article{bb144670,
AUTHOR = "Xu, D. and Alameda Pineda, X. and Ouyang, W.L. and Ricci, E. and Wang, X.G. and Sebe, N.",
TITLE = "Probabilistic Graph Attention Network With Conditional Kernels for
Pixel-Wise Prediction",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "5",
MONTH = "May",
PAGES = "2673-2688",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140614"}
@article{bb144671,
AUTHOR = "Deng, L.Z. and He, C.M. and Xu, G.X. and Zhu, H. and Wang, H.",
TITLE = "PcGAN: A Noise Robust Conditional Generative Adversarial Network for
One Shot Learning",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "25249-25258",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140615"}
@article{bb144672,
AUTHOR = "Duque Domingo, J. and Aparicio, R.M. and Rodrigo, L.M.G.",
TITLE = "One Shot Learning with class partitioning and cross validation voting
(CP-CVV)",
JOURNAL = PR,
VOLUME = "143",
YEAR = "2023",
PAGES = "109797",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140616"}
@inproceedings{bb144673,
AUTHOR = "Stein, K. and Mahyari, A.A. and Francia, G. and El Sheikh, E.",
TITLE = "Transductive One-Shot Learning Meet Subspace Decomposition",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "576-581",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140617"}
@inproceedings{bb144674,
AUTHOR = "Tang, C. and Meng, Y. and Jiang, J.C. and Xie, S.Z. and Lu, R.W. and Ma, X.Z. and Wang, Z. and Zhu, W.W.",
TITLE = "Retraining-free Model Quantization via One-Shot Weight-Coupling
Learning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "15855-15865",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140618"}
@inproceedings{bb144675,
AUTHOR = "Wang, Z. and Lu, Y. and Qiu, Q.",
TITLE = "Meta-OLE: Meta-learned Orthogonal Low-Rank Embedding",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "5294-5303",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140619"}
@inproceedings{bb144676,
AUTHOR = "Cai, J.R. and Wang, Y.Z. and Hwang, J.N.",
TITLE = "ACE: Ally Complementary Experts for Solving Long-Tailed Recognition
in One-Shot",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "112-121",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140620"}
@inproceedings{bb144677,
AUTHOR = "Chowdhury, A. and Chaudhari, D. and Chaudhuri, S. and Jermaine, C.",
TITLE = "Meta-Meta Classification for One-Shot Learning",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "1628-1637",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140621"}
@inproceedings{bb144678,
AUTHOR = "Xiao, C.X. and Madapana, N. and Wachs, J.",
TITLE = "One-Shot Image Recognition Using Prototypical Encoders with Reduced
Hubness",
BOOKTITLE = WACV21,
YEAR = "2021",
PAGES = "2251-2260",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140622"}
@inproceedings{bb144679,
AUTHOR = "Li, Z. and Mozer, M. and Whitehill, J.",
TITLE = "Compositional Embeddings for Multi-Label One-Shot Learning",
BOOKTITLE = WACV21,
YEAR = "2021",
PAGES = "296-304",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140623"}
@inproceedings{bb144680,
AUTHOR = "Guo, R.H. and Lin, C. and Li, C. and Tian, K.Y. and Sun, M. and Sheng, L. and Yan, J.J.",
TITLE = "Powering One-shot Topological NAS with Stabilized Share-parameter Proxy",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XIV:625-641",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140624"}
@inproceedings{bb144681,
AUTHOR = "Guo, Z.C. and Zhang, X.Y. and Mu, H.Y. and Heng, W. and Liu, Z.C. and Wei, Y.C. and Sun, J.",
TITLE = "Single Path One-shot Neural Architecture Search with Uniform Sampling",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XVI: 544-560",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140625"}
@inproceedings{bb144682,
AUTHOR = "Liu, C. and Xu, C. and Wang, Y. and Zhang, L. and Fu, Y.",
TITLE = "An Embarrassingly Simple Baseline to One-shot Learning",
BOOKTITLE = VL3W20,
YEAR = "2020",
PAGES = "4005-4009",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140626"}
@inproceedings{bb144683,
AUTHOR = "Li, X. and Lin, C. and Li, C. and Sun, M. and Wu, W. and Yan, J. and Ouyang, W.",
TITLE = "Improving One-Shot NAS by Suppressing the Posterior Fading",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "13833-13842",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140627"}
@inproceedings{bb144684,
AUTHOR = "Zhang, M. and Li, H. and Pan, S. and Chang, X. and Su, S.",
TITLE = "Overcoming Multi-Model Forgetting in One-Shot NAS With Diversity
Maximization",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "7806-7815",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140628"}
@inproceedings{bb144685,
AUTHOR = "You, S. and Huang, T. and Yang, M. and Wang, F. and Qian, C. and Zhang, C.",
TITLE = "GreedyNAS: Towards Fast One-Shot NAS With Greedy Supernet",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "1996-2005",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140629"}
@inproceedings{bb144686,
AUTHOR = "Chen, Z.T. and Fu, Y.W. and Wang, Y.X. and Ma, L. and Liu, W. and Hebert, M.",
TITLE = "Image Deformation Meta-Networks for One-Shot Learning",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "8672-8681",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140630"}
@inproceedings{bb144687,
AUTHOR = "Kim, J. and Oh, T.H. and Lee, S. and Pan, F. and Kweon, I.S.",
TITLE = "Variational Prototyping-Encoder:
One-Shot Learning With Prototypical Images",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "9454-9462",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140631"}
@inproceedings{bb144688,
AUTHOR = "Choi, J. and Krishnamurthy, J. and Kembhavi, A. and Farhadi, A.",
TITLE = "Structured Set Matching Networks for One-Shot Part Labeling",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "3627-3636",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140632"}
@inproceedings{bb144689,
AUTHOR = "Cai, Q. and Pan, Y. and Yao, T. and Yan, C. and Mei, T.",
TITLE = "Memory Matching Networks for One-Shot Image Recognition",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "4080-4088",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140633"}
@inproceedings{bb144690,
AUTHOR = "Wang, P. and Liu, L.Q. and Shen, C.H. and Huang, Z. and van den Hengel, A.J. and Shen, H.T.",
TITLE = "Multi-attention Network for One Shot Learning",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "6212-6220",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140634"}
@inproceedings{bb144691,
AUTHOR = "Sagawa, R. and Shiba, Y. and Hirukawa, T. and Ono, S. and Kawasaki, H. and Furukawa, R.",
TITLE = "Automatic feature extraction using CNN for robust active one-shot
scanning",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "234-239",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140635"}
@inproceedings{bb144692,
AUTHOR = "Yan, W. and Yap, J. and Mori, G.",
TITLE = "Multi-Task Transfer Methods to Improve One-Shot Learning for Multimedia
Event Detection",
BOOKTITLE = BMVC15,
YEAR = "2015",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140636"}
@inproceedings{bb144693,
AUTHOR = "Tang, K.D. and Tappen, M.F. and Sukthankar, R. and Lampert, C.H.",
TITLE = "Optimizing one-shot recognition with micro-set learning",
BOOKTITLE = CVPR10,
YEAR = "2010",
PAGES = "3027-3034",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT140637"}
@article{bb144694,
AUTHOR = "Fu, Y.W. and Hospedales, T.M. and Xiang, T. and Gong, S.G.",
TITLE = "Transductive Multi-View Zero-Shot Learning",
JOURNAL = PAMI,
VOLUME = "37",
YEAR = "2015",
NUMBER = "11",
MONTH = "November",
PAGES = "2332-2345",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT140638"}
@inproceedings{bb144695,
AUTHOR = "Kodirov, E. and Xiang, T. and Gong, S.G.",
TITLE = "Semantic Autoencoder for Zero-Shot Learning",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "4447-4456",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT140639"}
@inproceedings{bb144696,
AUTHOR = "Kodirov, E. and Xiang, T. and Fu, Z.Y. and Gong, S.G.",
TITLE = "Unsupervised Domain Adaptation for Zero-Shot Learning",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "2452-2460",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT140640"}
@inproceedings{bb144697,
AUTHOR = "Fu, Y.W. and Yang, Y.X. and Hospedales, T.M. and Xiang, T. and Gong, S.G.",
TITLE = "Transductive Multi-label Zero-shot Learning",
BOOKTITLE = BMVC14,
YEAR = "2014",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT140641"}
@inproceedings{bb144698,
AUTHOR = "Xu, X. and Hospedales, T.M. and Gong, S.G.",
TITLE = "Multi-Task Zero-Shot Action Recognition with Prioritised Data
Augmentation",
BOOKTITLE = ECCV16,
YEAR = "2016",
PAGES = "II: 343-359",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT140642"}
@inproceedings{bb144699,
AUTHOR = "Fu, Y.W. and Hospedales, T.M. and Xiang, T. and Fu, Z.Y. and Gong, S.G.",
TITLE = "Transductive Multi-view Embedding for Zero-Shot Recognition and
Annotation",
BOOKTITLE = ECCV14,
YEAR = "2014",
PAGES = "II: 584-599",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT140643"}
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