@article{bb140300,
AUTHOR = "Lee, S.B. and Moon, W.J. and Seong, H.S. and Heo, J.P.",
TITLE = "Task-Oriented Channel Attention for Fine-Grained Few-Shot
Classification",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "3",
MONTH = "March",
PAGES = "1448-1463",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136260"}
@inproceedings{bb140301,
AUTHOR = "Lee, S.B. and Moon, W.J. and Heo, J.P.",
TITLE = "Task Discrepancy Maximization for Fine-grained Few-Shot
Classification",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "5321-5330",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136261"}
@article{bb140302,
AUTHOR = "Chen, J.X. and Wu, G.X. and Li, H.X. and Chen, J.K. and Zhang, W.T. and Zheng, W.S. and Wang, R.X.",
TITLE = "DAT: Dual-Branch Adapter-Tuning for Few-Shot Recognition",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "7143-7154",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136262"}
@article{bb140303,
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/pattern605fes2.html#TT136263"}
@article{bb140304,
AUTHOR = "Wang, X. and Wang, L. and Su, Y.T. and Tian, H. and Jin, G.Q. and Liu, A.A.",
TITLE = "Few-Shot In-Context Learning for Implicit Semantic Multimodal Content
Detection and Interpretation",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "9545-9558",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136264"}
@article{bb140305,
AUTHOR = "Wan, Q. and Wang, M. and Shan, W.F. and Wang, B. and Zhang, L. and Leng, Z.X. and Yan, B.C. and Xu, Y.L. and Chen, H.L.",
TITLE = "Meta-Learning With Task-Adaptive Selection",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "8627-8638",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136265"}
@article{bb140306,
AUTHOR = "Zhang, J. and Song, J.K. and Gao, L. and Sebe, N. and Shen, H.T.",
TITLE = "Reliable Few-Shot Learning Under Dual Noises",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "9005-9022",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136266"}
@article{bb140307,
AUTHOR = "Shao, T. and Tian, Z. and Wang, J.H. and Su, J.",
TITLE = "BFRA: A Bi-Level Feature Relation Alignment Method for Cross-Domain
Few-Shot Learning",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "10450-10464",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136267"}
@article{bb140308,
AUTHOR = "Jia, Y. and Zhou, Q. and Gao, J.Y. and Li, Q. and Wang, Q.",
TITLE = "Like Humans to Few-Shot Learning Through Knowledge Permeation of
Visual and Language",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "7905-7916",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136268"}
@article{bb140309,
AUTHOR = "Wang, C.J. and Nie, Q. and Chen, Y. and Li, J.L. and Liu, Y. and Jiang, X. and Ge, Y.Q. and Wu, Y.S. and Zheng, F. and Ma, L.Z.",
TITLE = "Towards Balanced Representation Learning with Semantic Anchor
Regularization",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "7293-7311",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136269"}
@inproceedings{bb140310,
AUTHOR = "Hu, T. and Zhang, J.N. and Liu, L. and Yi, R. and Kou, S.Q. and Zhu, H.K. and Chen, X. and Wang, Y.B. and Wang, C.J. and Ma, L.Z.",
TITLE = "Phasic Content Fusing Diffusion Model with Directional Distribution
Consistency for Few-Shot Model Adaption",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "2406-2415",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136270"}
@article{bb140311,
AUTHOR = "Ren, J. and An, Y.H. and Lei, T. and Yang, J. and Zhang, W. and Pan, Z.C. and Liao, Y. and Gao, Y.S. and Sun, C.M. and Zhang, W.C.",
TITLE = "Adaptive feature selection-based feature reconstruction network for
few-shot learning",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112289",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136271"}
@article{bb140312,
AUTHOR = "Zhao, J. and Kong, L. and Sun, D. and Xiong, D. and Lv, J.C.",
TITLE = "Mining fine-grained attributes for vision-semantics integration in
few-shot learning",
JOURNAL = IVC,
VOLUME = "163",
YEAR = "2025",
PAGES = "105739",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136272"}
@article{bb140313,
AUTHOR = "Jiang, W.H. and Liu, C. and He, K.",
TITLE = "Intra-Task Mutual Attention-Based Vision Transformer for Few-Shot
Learning",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "11028-11040",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136273"}
@article{bb140314,
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/pattern605fes2.html#TT136274"}
@article{bb140315,
AUTHOR = "Qi, C.F. and Ye, C. and Lin, W. and Liu, Z. and Qiu, J.B.",
TITLE = "BinoHeM: Binocular Singular Hellinger Metametric for Fine-Grained
Few-Shot Classification",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "7264-7277",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136275"}
@article{bb140316,
AUTHOR = "Einbinder, B.S. and Ringel, L. and Romano, Y.",
TITLE = "Semi-Supervised Risk Control via Prediction-Powered Inference",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "12",
MONTH = "December",
PAGES = "11080-11090",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136276"}
@article{bb140317,
AUTHOR = "Chen, R. and Jiang, W. and Zhu, J.B. and Geng, J.",
TITLE = "Scale parallax network for few-shot learning",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112504",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136277"}
@article{bb140318,
AUTHOR = "Xie, Y.Z. and Qiu, M. and Wang, Y.T. and Chen, S.Y. and Fang, M. and Tang, M. and Zhang, W.",
TITLE = "MKGPL: graph prompt learning with multi-view knowledge for few-shot
recognition",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112737",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136278"}
@inproceedings{bb140319,
AUTHOR = "Wu, T. and Kobayashi, T.",
TITLE = "Geometric Mean Improves Loss For Few-Shot Learning",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "1900-1905",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136279"}
@inproceedings{bb140320,
AUTHOR = "Rodenas, J. and Aguilar, E. and Radeva, P.",
TITLE = "Slot Attention-Based Feature Filtering for Few-Shot Learning",
BOOKTITLE = LXCV25,
YEAR = "2025",
PAGES = "30-40",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136280"}
@inproceedings{bb140321,
AUTHOR = "Rodenas, J. and Aguilar, E. and Radeva, P.",
TITLE = "Stochastic-Based Patch Filtering for Few-Shot Learning",
BOOKTITLE = "MTF25",
YEAR = "2025",
PAGES = "440-449",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136281"}
@inproceedings{bb140322,
AUTHOR = "Khan, B. and Qureshi, R. and Durrani, N.M. and Syed, T.Q.",
TITLE = "Confidence-Calibrated Covariate Shift Correction for Few-Shot
Classification in Vision-Language Models",
BOOKTITLE = DomainFuture25,
YEAR = "2025",
PAGES = "01-13",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136282"}
@inproceedings{bb140323,
AUTHOR = "Zhou, L. and Shakeri, F. and Sadraoui, A. and Kaaniche, M. and Pesquet, J.C. and Ayed, I.B.",
TITLE = "UNEM: UNrolled Generalized EM for Transductive Few-Shot Learning",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "9665-9675",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136283"}
@inproceedings{bb140324,
AUTHOR = "Li, R. and Trapp, M. and Klasson, M. and Solin, A.",
TITLE = "Flatness Improves Backbone Generalisation in Few-Shot Classification",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "1072-1089",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136284"}
@inproceedings{bb140325,
AUTHOR = "Zheng, G.T. and Ye, W.Q. and Zhang, A.",
TITLE = "Benchmarking Spurious Bias in Few-shot Image Classifiers",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXX: 346-364",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136285"}
@inproceedings{bb140326,
AUTHOR = "Kanagalingam, H. and Pathmanathan, T. and Ketheeswaran, N. and Vathanakumar, M. and Afham, M. and Rodrigo, R.",
TITLE = "A Feature Generator for Few-shot Learning",
BOOKTITLE = ACCV24,
YEAR = "2024",
PAGES = "I: 296-311",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136286"}
@inproceedings{bb140327,
AUTHOR = "Hsieh, Y.K. and Hsieh, J.W. and Chen, Y.Y.",
TITLE = "Class-Specific Channel Attention for Few Shot Learning",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "1012-1018",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136287"}
@inproceedings{bb140328,
AUTHOR = "Hu, W.T. and Liu, J. and Wang, J.W. and Tian, H.",
TITLE = "Meta-DM: Applications of Diffusion Models on Few-Shot Learning",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "773-779",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136288"}
@inproceedings{bb140329,
AUTHOR = "Yue, Z.Q. and Zhou, P. and Hong, R.C. and Zhang, H.W. and Sun, Q.",
TITLE = "Few-Shot Learner Parameterization by Diffusion Time-Steps",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "23263-23272",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136289"}
@inproceedings{bb140330,
AUTHOR = "Dong, J.H. and Koniusz, P. and Chen, J.X. and Xie, X.H. and Ong, Y.S.",
TITLE = "Adversarially Robust Few-shot Learning via Parameter Co-distillation
of Similarity and Class Concept Learners",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "28535-28544",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136290"}
@inproceedings{bb140331,
AUTHOR = "Zhang, H. and Xu, J.Z. and Jiang, S. and He, Z.A.",
TITLE = "Simple Semantic-Aided Few-Shot Learning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "28588-28597",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136291"}
@inproceedings{bb140332,
AUTHOR = "Zhang, J. and Wu, S. and Gao, L. and Shen, H.T. and Song, J.K.",
TITLE = "DePT: Decoupled Prompt Tuning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "12924-12933",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136292"}
@article{bb140333,
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/pattern605fes2.html#TT136293"}
@inproceedings{bb140334,
AUTHOR = "Moreira, G. and Marques, M. and Costeira, J.P. and Hauptmann, A.",
TITLE = "Hyperbolic vs Euclidean Embeddings in Few-Shot Learning:
Two Sides of the Same Coin",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "2071-2079",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136294"}
@inproceedings{bb140335,
AUTHOR = "Lee, G.Y. and Dam, T. and Poenar, D.P. and Duong, V.N. and Ferdaus, M.M.",
TITLE = "HELA-VFA: A Hellinger Distance-Attention-based Feature Aggregation
Network for Few-Shot Classification",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "2162-2172",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136295"}
@inproceedings{bb140336,
AUTHOR = "Feng, R. and Ji, H.B. and Zhu, Z.G. and Wang, L.",
TITLE = "Wavelet Attention Network for Few-shot learning",
BOOKTITLE = CVIDL23,
YEAR = "2023",
PAGES = "484-488",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136296"}
@inproceedings{bb140337,
AUTHOR = "Xia, H.F. and Li, K. and Min, M.R.Q. and Ding, Z.M.",
TITLE = "Few-Shot Video Classification via Representation Fusion and Promotion
Learning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "19254-19263",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136297"}
@inproceedings{bb140338,
AUTHOR = "Yi, X.Y. and Deng, J.J. and Sun, Q. and Hua, X.S. and Lim, J.H. and Zhang, H.W.",
TITLE = "Invariant Training 2D-3D Joint Hard Samples for Few-Shot Point Cloud
Recognition",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "14417-14428",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136298"}
@inproceedings{bb140339,
AUTHOR = "Hao, F.S. and He, F.X. and Liu, L. and Wu, F.X. and Tao, D.C. and Cheng, J.",
TITLE = "Class-Aware Patch Embedding Adaptation for Few-Shot Image
Classification",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "18859-18869",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136299"}
@inproceedings{bb140340,
AUTHOR = "Lazarou, M. and Avrithis, Y. and Stathaki, T.",
TITLE = "Adaptive manifold for imbalanced transductive few-shot learning",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "2286-295",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136300"}
@inproceedings{bb140341,
AUTHOR = "Lazarou, M. and Avrithis, Y. and Ren, G.Y. and Stathaki, T.",
TITLE = "Adaptive Anchor Label Propagation for Transductive Few-Shot Learning",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "331-335",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136301"}
@inproceedings{bb140342,
AUTHOR = "Sun, L. and Wang, L. and Sun, J. and Okatani, T.",
TITLE = "Prompt Prototype Learning Based on Ranking Instruction For Few-Shot
Visual Tasks",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "3235-3239",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136302"}
@inproceedings{bb140343,
AUTHOR = "Trosten, D.J. and Chakraborty, R. and Loksc, S. and Wickstrom, K.K. and Jenssen, R. and Kampffmeyer, M.C.",
TITLE = "Hubs and Hyperspheres: Reducing Hubness and Improving Transductive
Few-Shot Learning with Hyperspherical Embeddings",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "7527-7536",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136303"}
@inproceedings{bb140344,
AUTHOR = "Chen, W.T. and Si, C.Y. and Zhang, Z. and Wang, L. and Wang, Z.L. and Tan, T.N.",
TITLE = "Semantic Prompt for Few-Shot Image Recognition",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "23581-23591",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136304"}
@inproceedings{bb140345,
AUTHOR = "Zhu, H. and Koniusz, P.",
TITLE = "Transductive Few-Shot Learning with Prototype-Based Label Propagation
by Iterative Graph Refinement",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "23996-24006",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136305"}
@inproceedings{bb140346,
AUTHOR = "Boudiaf, M. and Bennequin, E. and Tami, M. and Toubhans, A. and Piantanida, P. and Hudelot, C. and Ayed, I.B.",
TITLE = "Open-Set Likelihood Maximization for Few-Shot Learning",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "24007-24016",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136306"}
@inproceedings{bb140347,
AUTHOR = "Anvekar, T. and Bazazian, D.",
TITLE = "GPr-Net: Geometric Prototypical Network for Point Cloud Few-Shot
Learning",
BOOKTITLE = DLGC23,
YEAR = "2023",
PAGES = "4179-4188",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136307"}
@inproceedings{bb140348,
AUTHOR = "Parmar, V. and Kingra, S.K. and Sarwar, S.S. and Li, Z.Y. and de Salvo, B. and Suri, M.",
TITLE = "Fully-Binarized Distance Computation based On-device Few-Shot
Learning for XR applications",
BOOKTITLE = EVW23,
YEAR = "2023",
PAGES = "4502-4508",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136308"}
@inproceedings{bb140349,
AUTHOR = "Padmanabhan, D.C. and Gowda, S. and Arani, E. and Zonooz, B.",
TITLE = "LSFSL: Leveraging Shape Information in Few-shot Learning",
BOOKTITLE = L3D-IVU23,
YEAR = "2023",
PAGES = "4971-4980",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136309"}
@inproceedings{bb140350,
AUTHOR = "Wang, R.Q. and Zheng, H. and Duan, X.Y. and Liu, J.Z. and Lu, Y.N. and Wang, T. and Xu, S. and Zhang, B.C.",
TITLE = "Few-Shot Learning with Visual Distribution Calibration and
Cross-Modal Distribution Alignment",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "23445-23454",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136310"}
@inproceedings{bb140351,
AUTHOR = "Zhang, R.R. and Hu, X.F. and Li, B.H. and Huang, S.Y. and Deng, H.Q. and Qiao, Y. and Gao, P. and Li, H.S.",
TITLE = "Prompt, Generate, Then Cache: Cascade of Foundation Models Makes
Strong Few-Shot Learners",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "15211-15222",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136311"}
@inproceedings{bb140352,
AUTHOR = "Zhang, H.G. and Torr, P.H.S. and Koniusz, P.",
TITLE = "Improving Few-shot Learning by Spatially-aware Matching and
Crosstransformer",
BOOKTITLE = ACCV22,
YEAR = "2022",
PAGES = "V:3-20",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136312"}
@inproceedings{bb140353,
AUTHOR = "Song, K. and Wu, Y.C. and Chen, J.S. and Hu, T.Y. and Ma, H.M.",
TITLE = "Gestalt-guided Image Understanding for Few-shot Learning",
BOOKTITLE = ACCV22,
YEAR = "2022",
PAGES = "II:409-424",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136313"}
@inproceedings{bb140354,
AUTHOR = "Sendera, M. and Przewiezlikowski, M. and Karanowski, K. and Zieba, M. and Tabor, J. and Spurek, P.",
TITLE = "HyperShot: Few-Shot Learning by Kernel HyperNetworks",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "2468-2477",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136314"}
@inproceedings{bb140355,
AUTHOR = "He, J. and Kortylewski, A. and Yuille, A.L.",
TITLE = "CORL: Compositional Representation Learning for Few-Shot
Classification",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "3879-3888",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136315"}
@inproceedings{bb140356,
AUTHOR = "Hou, Z.J. and Kung, S.Y.",
TITLE = "Semi-Supervised Few-Shot Learning from A Dependency-Discriminant
Perspective",
BOOKTITLE = ECV22,
YEAR = "2022",
PAGES = "2816-2824",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136316"}
@inproceedings{bb140357,
AUTHOR = "He, X. and Li, F.Z.",
TITLE = "Task-adaptive Few-shot Learning on Sphere Manifold",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2949-2956",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136317"}
@inproceedings{bb140358,
AUTHOR = "Zhang, T. and Huang, W.",
TITLE = "Kernel Relative-prototype Spectral Filtering for Few-Shot Learning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XX:541-557",
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@inproceedings{bb140359,
AUTHOR = "Nguyen, K.D. and Tran, Q.H. and Nguyen, K. and Hua, B.S. and Nguyen, R.",
TITLE = "Inductive and Transductive Few-Shot Video Classification via Appearance
and Temporal Alignments",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XX:471-487",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136319"}
@inproceedings{bb140360,
AUTHOR = "Yang, Z.Y. and Wang, J.H. and Zhu, Y.Y.",
TITLE = "Few-Shot Classification with Contrastive Learning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XX:293-309",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136320"}
@inproceedings{bb140361,
AUTHOR = "Li, H.Q. and Zhang, L. and Zhang, D. and Fu, L. and Yang, P. and Zhang, J.G.",
TITLE = "TransVLAD: Focusing on Locally Aggregated Descriptors for Few-Shot
Learning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XX:524-540",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136321"}
@inproceedings{bb140362,
AUTHOR = "Rhee, H.C. and Cho, N.I.",
TITLE = "Episode Difficulty Based Sampling Method for Few-Shot Classification",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "296-300",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136322"}
@inproceedings{bb140363,
AUTHOR = "Zarei, M.R. and Komeili, M.",
TITLE = "Interpretable Concept-Based Prototypical Networks for Few-Shot
Learning",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "4078-4082",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136323"}
@inproceedings{bb140364,
AUTHOR = "Fu, M.H. and Cao, Y.H. and Wu, J.X.",
TITLE = "Worst Case Matters for Few-Shot Recognition",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XX:99-115",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136324"}
@inproceedings{bb140365,
AUTHOR = "Yi, K. and Shen, X.Q. and Gou, Y.H. and Elhoseiny, M.",
TITLE = "Exploring Hierarchical Graph Representation for Large-Scale Zero-Shot
Image Classification",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XX:116-132",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136325"}
@inproceedings{bb140366,
AUTHOR = "Lai, J.X. and Yang, S. and Liu, W.L. and Zeng, Y. and Huang, Z.Y. and Wu, W.L. and Liu, J. and Gao, B.B. and Wang, C.J.",
TITLE = "tSF: Transformer-Based Semantic Filter for Few-Shot Learning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XX:1-19",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136326"}
@inproceedings{bb140367,
AUTHOR = "Ma, R.K. and Fang, P.F. and Avraham, G. and Zuo, Y. and Zhu, T.Y. and Drummond, T. and Harandi, M.",
TITLE = "Learning Instance and Task-Aware Dynamic Kernels for Few-Shot Learning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XX:257-274",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136327"}
@inproceedings{bb140368,
AUTHOR = "Comer, J.F. and Jacobson, P.L. and Hoffmann, H.",
TITLE = "Few-Shot Image Classification Along Sparse Graphs",
BOOKTITLE = L3D-IVU22,
YEAR = "2022",
PAGES = "4186-4194",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136328"}
@inproceedings{bb140369,
AUTHOR = "Ye, M. and Lin, X. and Burachas, G. and Divakaran, A. and Yao, Y.",
TITLE = "Hybrid Consistency Training with Prototype Adaptation for Few-Shot
Learning",
BOOKTITLE = ECV22,
YEAR = "2022",
PAGES = "2725-2734",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136329"}
@inproceedings{bb140370,
AUTHOR = "Chikontwe, P. and Kim, S. and Park, S.H.",
TITLE = "CAD: Co-Adapting Discriminative Features for Improved Few-Shot
Classification",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "14534-14543",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136330"}
@inproceedings{bb140371,
AUTHOR = "Kang, D. and Cho, M.",
TITLE = "Integrative Few-Shot Learning for Classification and Segmentation",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "9969-9980",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136331"}
@inproceedings{bb140372,
AUTHOR = "Xu, J.Y. and Le, H.",
TITLE = "Generating Representative Samples for Few-Shot Classification",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "8993-9003",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136332"}
@inproceedings{bb140373,
AUTHOR = "Liang, K.J. and Rangrej, S.B. and Petrovic, V. and Hassner, T.",
TITLE = "Few-shot Learning with Noisy Labels",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "9079-9088",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136333"}
@inproceedings{bb140374,
AUTHOR = "Zhao, R.J. and Zhu, K. and Cao, Y. and Zha, Z.J.",
TITLE = "AS-Net:
Class-Aware Assistance and Suppression Network for Few-Shot Learning",
BOOKTITLE = MMMod22,
YEAR = "2022",
PAGES = "II:27-39",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136334"}
@inproceedings{bb140375,
AUTHOR = "Massiceti, D. and Zintgraf, L. and Bronskill, J. and Theodorou, L. and Harris, M.T. and Cutrell, E. and Morrison, C. and Hofmann, K. and Stumpf, S.",
TITLE = "ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "10798-10808",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136335"}
@inproceedings{bb140376,
AUTHOR = "Zhang, C. and Ding, H.H. and Lin, G.S. and Li, R. and Wang, C.H. and Shen, C.H.",
TITLE = "Meta Navigator:
Search for a Good Adaptation Policy for Few-shot Learning",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "9415-9424",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136336"}
@inproceedings{bb140377,
AUTHOR = "Xu, J.Y. and Le, H. and Huang, M.Z. and Athar, S. and Samaras, D.",
TITLE = "Variational Feature Disentangling for Fine-Grained Few-Shot
Classification",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "8792-8801",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136337"}
@inproceedings{bb140378,
AUTHOR = "Zhou, Z.Q. and Qiu, X. and Xie, J.T. and Wu, J. and Zhang, C.",
TITLE = "Binocular Mutual Learning for Improving Few-shot Classification",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "8382-8391",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136338"}
@inproceedings{bb140379,
AUTHOR = "Qi, G.D. and Yu, H.M. and Lu, Z.H. and Li, S.Z.",
TITLE = "Transductive Few-Shot Classification on the Oblique Manifold",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "8392-8402",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136339"}
@inproceedings{bb140380,
AUTHOR = "Wu, J. and Zhang, T.Z. and Zhang, Y.D. and Wu, F.",
TITLE = "Task-aware Part Mining Network for Few-Shot Learning",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "8413-8422",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136340"}
@inproceedings{bb140381,
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/pattern605fes2.html#TT136341"}
@inproceedings{bb140382,
AUTHOR = "Yang, P. and Ren, S.G. and Zhao, Y. and Li, P.",
TITLE = "Calibrating CNNs for Few-Shot Meta Learning",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "408-417",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136342"}
@inproceedings{bb140383,
AUTHOR = "Liu, S. and Wang, Y.",
TITLE = "Few-shot Learning with Online Self-Distillation",
BOOKTITLE = VIPriors21,
YEAR = "2021",
PAGES = "1067-1070",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136343"}
@inproceedings{bb140384,
AUTHOR = "Thai, A. and Stojanov, S. and Huang, Z.X. and Rehg, J.M.",
TITLE = "The Surprising Positive Knowledge Transfer in Continual 3D Object
Shape Reconstruction",
BOOKTITLE = "3DV22",
YEAR = "2022",
PAGES = "209-218",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136344"}
@inproceedings{bb140385,
AUTHOR = "Stojanov, S. and Thai, A. and Rehg, J.M.",
TITLE = "Using Shape to Categorize: Low-Shot Learning with an Explicit Shape
Bias",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "1798-1808",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136345"}
@inproceedings{bb140386,
AUTHOR = "Tang, S.X. and Chen, D.P. and Bai, L. and Liu, K.J. and Ge, Y.X. and Ouyang, W.L.",
TITLE = "Mutual CRF-GNN for Few-shot Learning",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "2329-2339",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136346"}
@inproceedings{bb140387,
AUTHOR = "Chen, C.F. and Yang, X.S. and Xu, C.S. and Huang, X.H. and Ma, Z.",
TITLE = "ECKPN: Explicit Class Knowledge Propagation Network for Transductive
Few-shot Learning",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "6592-6601",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136347"}
@inproceedings{bb140388,
AUTHOR = "Wertheimer, D. and Tang, L. and Hariharan, B.",
TITLE = "Few-Shot Classification with Feature Map Reconstruction Networks",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "8008-8017",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136348"}
@inproceedings{bb140389,
AUTHOR = "Rizve, M.N. and Khan, S. and Khan, F.S. and Shah, M.",
TITLE = "Exploring Complementary Strengths of Invariant and Equivariant
Representations for Few-Shot Learning",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "10831-10841",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136349"}
@inproceedings{bb140390,
AUTHOR = "Zhao, Y. and Li, C.Y. and Yu, P. and Chen, C.Y.",
TITLE = "ReMP: Rectified Metric Propagation for Few-Shot Learning",
BOOKTITLE = LLID21,
YEAR = "2021",
PAGES = "2581-2590",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136350"}
@inproceedings{bb140391,
AUTHOR = "Mazumder, P. and Singh, P. and Namboodiri, V.P.",
TITLE = "Improving Few-Shot Learning using Composite Rotation based Auxiliary
Task",
BOOKTITLE = WACV21,
YEAR = "2021",
PAGES = "2653-2662",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136351"}
@inproceedings{bb140392,
AUTHOR = "Mazumder, P. and Singh, P. and Namboodiri, V.P.",
TITLE = "RNNP: A Robust Few-Shot Learning Approach",
BOOKTITLE = WACV21,
YEAR = "2021",
PAGES = "2663-2672",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136352"}
@inproceedings{bb140393,
AUTHOR = "Azad, R. and Fayjie, A.R. and Kauffmann, C. and Ben Ayed, I. and Pedersoli, M. and Dolz, J.",
TITLE = "On the Texture Bias for Few-Shot CNN Segmentation",
BOOKTITLE = WACV21,
YEAR = "2021",
PAGES = "2673-2682",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136353"}
@inproceedings{bb140394,
AUTHOR = "Liu, G. and Zhao, L.L. and Li, W. and Guo, D. and Fang, X.Z.",
TITLE = "Class-wise Metric Scaling for Improved Few-Shot Classification",
BOOKTITLE = WACV21,
YEAR = "2021",
PAGES = "586-595",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136354"}
@inproceedings{bb140395,
AUTHOR = "Zhang, J.H. and Zhang, M. and Lu, Z.W. and Xiang, T.",
TITLE = "AdarGCN: Adaptive Aggregation GCN for Few-Shot Learning",
BOOKTITLE = WACV21,
YEAR = "2021",
PAGES = "3481-3490",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136355"}
@inproceedings{bb140396,
AUTHOR = "Zhang, G.J. and Cui, K.W. and Wu, R.L. and Lu, S.J. and Tian, Y.H.",
TITLE = "PNPDet: Efficient Few-shot Detection without Forgetting via
Plug-and-Play Sub-networks",
BOOKTITLE = WACV21,
YEAR = "2021",
PAGES = "3822-3831",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136356"}
@inproceedings{bb140397,
AUTHOR = "Fortin, M.P. and Chaib draa, B.",
TITLE = "Towards Contextual Learning in Few-shot Object Classification",
BOOKTITLE = WACV21,
YEAR = "2021",
PAGES = "3278-3287",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136357"}
@inproceedings{bb140398,
AUTHOR = "Wang, H.J. and Lian, J.Y. and Xiong, S.W.",
TITLE = "Few-shot Learning with Unlabeled Outlier Exposure",
BOOKTITLE = MMMod21,
YEAR = "2021",
PAGES = "I:340-351",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136358"}
@inproceedings{bb140399,
AUTHOR = "Matsumi, S. and Yamada, K.",
TITLE = "Few-Shot Learning Based on Metric Learning Using Class Augmentation",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "196-201",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT136359"}
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