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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#TT130214"}
@inproceedings{bb134201,
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#TT130215"}
@inproceedings{bb134202,
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#TT130216"}
@inproceedings{bb134203,
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#TT130217"}
@inproceedings{bb134204,
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#TT130218"}
@inproceedings{bb134205,
AUTHOR = "Chen, W.T. and Si, C.Y. and Zhang, Z. and Wang, L. and Wang, Z. 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#TT130219"}
@inproceedings{bb134206,
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#TT130220"}
@inproceedings{bb134207,
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#TT130221"}
@inproceedings{bb134208,
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#TT130222"}
@inproceedings{bb134209,
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#TT130223"}
@inproceedings{bb134210,
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#TT130224"}
@inproceedings{bb134211,
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#TT130225"}
@inproceedings{bb134212,
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#TT130226"}
@inproceedings{bb134213,
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#TT130227"}
@inproceedings{bb134214,
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#TT130228"}
@inproceedings{bb134215,
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#TT130229"}
@inproceedings{bb134216,
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#TT130230"}
@inproceedings{bb134217,
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#TT130231"}
@inproceedings{bb134218,
AUTHOR = "Lu, Y.N. and Wen, L.J. and Liu, J.Z. and Liu, Y.J. and Tian, X.",
TITLE = "Self-Supervision Can Be a Good Few-Shot Learner",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XIX:740-758",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130232"}
@inproceedings{bb134219,
AUTHOR = "Zhang, T. and Huang, W.",
TITLE = "Kernel Relative-prototype Spectral Filtering for Few-Shot Learning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XX:541-557",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130233"}
@inproceedings{bb134220,
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#TT130234"}
@inproceedings{bb134221,
AUTHOR = "Dong, B. and Zhou, P. and Yan, S.C. and Zuo, W.M.",
TITLE = "Self-Promoted Supervision for Few-Shot Transformer",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XX:329-347",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130235"}
@inproceedings{bb134222,
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#TT130236"}
@inproceedings{bb134223,
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#TT130237"}
@inproceedings{bb134224,
AUTHOR = "Xiang, X. and Tan, Y. and Wan, Q. and Ma, J. and Yuille, A.L. and Hager, G.D.",
TITLE = "Coarse-To-Fine Incremental Few-Shot Learning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXXI:205-222",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130238"}
@inproceedings{bb134225,
AUTHOR = "Li, S. and Liu, F. and Hao, Z. and Zhao, K.B. and Jiao, L.C.",
TITLE = "Unsupervised Few-Shot Image Classification by Learning Features into
Clustering Space",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXXI:420-436",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130239"}
@inproceedings{bb134226,
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#TT130240"}
@inproceedings{bb134227,
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#TT130241"}
@inproceedings{bb134228,
AUTHOR = "Shirekar, O.K. and Jamali Rad, H.",
TITLE = "Self-Supervised Class-Cognizant Few-Shot Classification",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "976-980",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130242"}
@inproceedings{bb134229,
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#TT130243"}
@inproceedings{bb134230,
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#TT130244"}
@inproceedings{bb134231,
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#TT130245"}
@inproceedings{bb134232,
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#TT130246"}
@inproceedings{bb134233,
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#TT130247"}
@inproceedings{bb134234,
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#TT130248"}
@inproceedings{bb134235,
AUTHOR = "Liu, Y. and Zhang, W.F. and Xiang, C. and Zheng, T. and Cai, D. and He, X.F.",
TITLE = "Learning to Affiliate: Mutual Centralized Learning for Few-shot
Classification",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "14391-14400",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130249"}
@article{bb134236,
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#TT130250"}
@inproceedings{bb134237,
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#TT130251"}
@inproceedings{bb134238,
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#TT130252"}
@inproceedings{bb134239,
AUTHOR = "Ling, J. and Liao, L. and Yang, M. and Shuai, J.",
TITLE = "Semi-Supervised Few-shot Learning via Multi-Factor Clustering",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "14544-14553",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130253"}
@inproceedings{bb134240,
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#TT130254"}
@inproceedings{bb134241,
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#TT130255"}
@inproceedings{bb134242,
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#TT130256"}
@inproceedings{bb134243,
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#TT130257"}
@inproceedings{bb134244,
AUTHOR = "Li, S. and Chen, D.D. and Chen, Y.P. and Yuan, L. and Zhang, L. and Chu, Q. and Liu, B. and Yu, N.H.",
TITLE = "Improve Unsupervised Pretraining for Few-label Transfer",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "10181-10190",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130258"}
@inproceedings{bb134245,
AUTHOR = "Ma, J.W. and Xie, H.C. and Han, G.X. and Chang, S.F. and Galstyan, A. and Abd Almageed, W.",
TITLE = "Partner-Assisted Learning for Few-Shot Image Classification",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "10553-10562",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130259"}
@inproceedings{bb134246,
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#TT130260"}
@inproceedings{bb134247,
AUTHOR = "Das, R. and Wang, Y.X. and Moura, J.M.F.",
TITLE = "On the Importance of Distractors for Few-Shot Classification",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "9010-9020",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130261"}
@inproceedings{bb134248,
AUTHOR = "Phoo, C.P. and Hariharan, B.",
TITLE = "Coarsely-labeled Data for Better Few-shot Transfer",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "9032-9041",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130262"}
@inproceedings{bb134249,
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#TT130263"}
@inproceedings{bb134250,
AUTHOR = "Lazarou, M. and Stathaki, T. and Avrithis, Y.",
TITLE = "Iterative label cleaning for transductive and semi-supervised
few-shot learning",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "8731-8740",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130264"}
@inproceedings{bb134251,
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#TT130265"}
@inproceedings{bb134252,
AUTHOR = "Kang, D. and Kwon, H. and Min, J. and Cho, M.",
TITLE = "Relational Embedding for Few-Shot Classification",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "8802-8813",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130266"}
@inproceedings{bb134253,
AUTHOR = "Huang, K. and Geng, J. and Jiang, W. and Deng, X.Y. and Xu, Z.",
TITLE = "Pseudo-loss Confidence Metric for Semi-supervised Few-shot Learning",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "8651-8660",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130267"}
@inproceedings{bb134254,
AUTHOR = "Yang, L. and Zhuo, W. and Qi, L. and Shi, Y.H. and Gao, Y.",
TITLE = "Mining Latent Classes for Few-shot Segmentation",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "8701-8710",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130268"}
@inproceedings{bb134255,
AUTHOR = "Fei, N.Y. and Gao, Y.Z. and Lu, Z.W. and Xiang, T.",
TITLE = "Z-Score Normalization, Hubness, and Few-Shot Learning",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "142-151",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130269"}
@inproceedings{bb134256,
AUTHOR = "Zhang, X.T. and Meng, D.B. and Gouk, H. and Hospedales, T.M.",
TITLE = "Shallow Bayesian Meta Learning for Real-World Few-Shot Recognition",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "631-640",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130270"}
@inproceedings{bb134257,
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#TT130271"}
@inproceedings{bb134258,
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#TT130272"}
@inproceedings{bb134259,
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#TT130273"}
@inproceedings{bb134260,
AUTHOR = "Lazarou, M. and Stathaki, T. and Avrithis, Y.",
TITLE = "Tensor feature hallucination for few-shot learning",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "2050-2060",
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@inproceedings{bb134261,
AUTHOR = "Bateni, P. and Barber, J. and van de Meent, J.W. and Wood, F.",
TITLE = "Enhancing Few-Shot Image Classification with Unlabelled Examples",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "1597-1606",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130275"}
@inproceedings{bb134262,
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#TT130276"}
@inproceedings{bb134263,
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#TT130277"}
@inproceedings{bb134264,
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#TT130278"}
@inproceedings{bb134265,
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#TT130279"}
@inproceedings{bb134266,
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#TT130280"}
@inproceedings{bb134267,
AUTHOR = "Chen, C.F. and Yang, X.S. and Xu, C.S. and Huang, X. 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#TT130281"}
@inproceedings{bb134268,
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#TT130282"}
@inproceedings{bb134269,
AUTHOR = "Zhang, H.G. and Koniusz, P. and Jian, S. and Li, H.D. and Torr, P.H.S.",
TITLE = "Rethinking Class Relations: Absolute-relative Supervised and
Unsupervised Few-shot Learning",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "9427-9436",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130283"}
@inproceedings{bb134270,
AUTHOR = "Chen, Z.Y. and Ge, J.X. and Zhan, H. and Huang, S. and Wang, D.L.",
TITLE = "Pareto Self-Supervised Training for Few-Shot Learning",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "13658-13667",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130284"}
@inproceedings{bb134271,
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#TT130285"}
@inproceedings{bb134272,
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#TT130286"}
@inproceedings{bb134273,
AUTHOR = "Chen, Z.T. and Maji, S. and Learned Miller, E.G.",
TITLE = "Shot in the Dark: Few-Shot Learning with No Base-Class Labels",
BOOKTITLE = LLID21,
YEAR = "2021",
PAGES = "2662-2671",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130287"}
@inproceedings{bb134274,
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#TT130288"}
@inproceedings{bb134275,
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#TT130289"}
@inproceedings{bb134276,
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#TT130290"}
@inproceedings{bb134277,
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#TT130291"}
@inproceedings{bb134278,
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#TT130292"}
@inproceedings{bb134279,
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#TT130293"}
@inproceedings{bb134280,
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#TT130294"}
@inproceedings{bb134281,
AUTHOR = "Zhang, X. and Zhang, Y. and Zhang, Z.",
TITLE = "Multi-granularity Recurrent Attention Graph Neural Network for Few-shot
Learning",
BOOKTITLE = MMMod21,
YEAR = "2021",
PAGES = "II:147-158",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130295"}
@inproceedings{bb134282,
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#TT130296"}
@inproceedings{bb134283,
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#TT130297"}
@inproceedings{bb134284,
AUTHOR = "Wu, W. and Pang, S.M. and Tian, Z.Q. and Li, Y.C.",
TITLE = "Meta Generalized Network for Few-Shot Classification",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "1400-1405",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130298"}
@inproceedings{bb134285,
AUTHOR = "Lifchitz, Y. and Avrithis, Y. and Picard, S.",
TITLE = "Few-Shot Few-Shot Learning and the role of Spatial Attention",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "2693-2700",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130299"}
@inproceedings{bb134286,
AUTHOR = "Nguyen, K. and Todorovic, S.",
TITLE = "A Self-supervised GAN for Unsupervised Few-shot Object Recognition",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "3225-3231",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130300"}
@inproceedings{bb134287,
AUTHOR = "Hu, Y.Q. and Gripon, V. and Pateux, S.",
TITLE = "Graph-based Interpolation of Feature Vectors for Accurate Few-Shot
Classification",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "8164-8171",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130301"}
@inproceedings{bb134288,
AUTHOR = "Yan, B.M. and Zhou, C. and Zhao, B. and Guo, K. and Yang, J. and Li, X.B. and Zhang, M. and Wang, Y.Z.",
TITLE = "Augmented Bi-path Network for Few-shot Learning",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "8461-8468",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130302"}
@inproceedings{bb134289,
AUTHOR = "Wang, Z. and Liu, L. and Li, F.",
TITLE = "TAAN: Task-Aware Attention Network for Few-shot Classification",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "9130-9136",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130303"}
@inproceedings{bb134290,
AUTHOR = "Lifchitz, Y. and Avrithis, Y. and Picard, S.",
TITLE = "Local Propagation for Few-Shot Learning",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "10457-10464",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130304"}
@inproceedings{bb134291,
AUTHOR = "Cai, C.H. and Yuan, M.L. and Lu, T.",
TITLE = "IFSM: An Iterative Feature Selection Mechanism for Few-Shot Image
Classification",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "9429-9436",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130305"}
@inproceedings{bb134292,
AUTHOR = "Das, D. and Moon, J.H. and Lee, C.S.G.",
TITLE = "Few-shot Image Recognition with Manifolds",
BOOKTITLE = ISVC20,
YEAR = "2020",
PAGES = "II:3-14",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130306"}
@inproceedings{bb134293,
AUTHOR = "Liu, X.Y. and Liu, P.X. and Zong, L.L.",
TITLE = "Transductive Prototypical Network For Few-Shot Classification",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "1671-1675",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130307"}
@inproceedings{bb134294,
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/pattern605fes2.html#TT130308"}
@inproceedings{bb134295,
AUTHOR = "Rodriguez, P. and Laradji, I. and Drouin, A. and Lacoste, A.",
TITLE = "Embedding Propagation: Smoother Manifold for Few-shot Classification",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXVI:121-138",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130309"}
@inproceedings{bb134296,
AUTHOR = "Tian, Y.L. and Wang, Y. and Krishnan, D. and Tenenbaum, J.B. and Isola, P.",
TITLE = "Rethinking Few-shot Image Classification:
A Good Embedding is All You Need?",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XIV:266-282",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130310"}
@inproceedings{bb134297,
AUTHOR = "Su, J.C. and Maji, S. and Hariharan, B.",
TITLE = "When Does Self-supervision Improve Few-shot Learning?",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "VII:645-666",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130311"}
@inproceedings{bb134298,
AUTHOR = "Lichtenstein, M. and Sattigeri, P. and Feris, R.S. and Giryes, R. and Karlinsky, L.",
TITLE = "Tafssl: Task-adaptive Feature Sub-space Learning for Few-shot
Classification",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "VII:522-539",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130312"}
@inproceedings{bb134299,
AUTHOR = "Wang, S. and Yue, J. and Liu, J.Z. and Tian, Q. and Wang, M.",
TITLE = "Large-scale Few-shot Learning via Multi-modal Knowledge Discovery",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "X:718-734",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT130313"}
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