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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#TT122379"}
@inproceedings{bb126301,
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#TT122380"}
@inproceedings{bb126302,
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#TT122381"}
@inproceedings{bb126303,
AUTHOR = "Hu, Y. and Ma, A.J.",
TITLE = "Adversarial Feature Augmentation for Cross-domain Few-Shot
Classification",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XX:20-37",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122382"}
@inproceedings{bb126304,
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#TT122383"}
@inproceedings{bb126305,
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#TT122384"}
@inproceedings{bb126306,
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#TT122385"}
@inproceedings{bb126307,
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#TT122386"}
@inproceedings{bb126308,
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#TT122387"}
@inproceedings{bb126309,
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#TT122388"}
@inproceedings{bb126310,
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#TT122389"}
@inproceedings{bb126311,
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#TT122390"}
@inproceedings{bb126312,
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#TT122391"}
@inproceedings{bb126313,
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#TT122392"}
@inproceedings{bb126314,
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#TT122393"}
@inproceedings{bb126315,
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.",
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PAGES = "10181-10190",
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@inproceedings{bb126316,
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",
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@inproceedings{bb126317,
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",
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PAGES = "10798-10808",
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@inproceedings{bb126318,
AUTHOR = "Li, W.H. and Liu, X.L. and Bilen, H.",
TITLE = "Cross-domain Few-shot Learning with Task-specific Adapters",
BOOKTITLE = CVPR22,
YEAR = "2022",
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@inproceedings{bb126319,
AUTHOR = "Li, W.H. and Liu, X.L. and Bilen, H.",
TITLE = "Universal Representation Learning from Multiple Domains for Few-shot
Classification",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "9506-9515",
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@inproceedings{bb126320,
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",
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@inproceedings{bb126321,
AUTHOR = "Phoo, C.P. and Hariharan, B.",
TITLE = "Coarsely-labeled Data for Better Few-shot Transfer",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "9032-9041",
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@inproceedings{bb126322,
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",
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@inproceedings{bb126323,
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",
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@inproceedings{bb126324,
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,
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PAGES = "8792-8801",
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@inproceedings{bb126325,
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",
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@inproceedings{bb126326,
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",
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@inproceedings{bb126327,
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",
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@inproceedings{bb126328,
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",
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@inproceedings{bb126329,
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",
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@inproceedings{bb126330,
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#TT122409"}
@inproceedings{bb126331,
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",
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@inproceedings{bb126332,
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",
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@inproceedings{bb126333,
AUTHOR = "Liu, Y.B. and Lee, J.H. and Zhu, L.C. and Chen, L. and Shi, H. and Yang, Y.",
TITLE = "A Multi-Mode Modulator for Multi-Domain Few-Shot Classification",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "8433-8442",
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@inproceedings{bb126334,
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{bb126335,
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",
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@inproceedings{bb126336,
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",
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@inproceedings{bb126337,
AUTHOR = "Liang, Z.Y. and Gu, Y. and Yang, J.",
TITLE = "Hardmix: A Regularization Method to Mitigate the Large Shift in
Few-Shot Domain Adaptation",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "454-458",
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@inproceedings{bb126338,
AUTHOR = "Liu, S. and Wang, Y.",
TITLE = "Few-shot Learning with Online Self-Distillation",
BOOKTITLE = VIPriors21,
YEAR = "2021",
PAGES = "1067-1070",
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@inproceedings{bb126339,
AUTHOR = "Stojanov, S. and Thai, A. and Rehg, J.M.",
TITLE = "Using Shape to Categorize: Low-Shot Learning with an Explicit Shape
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BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "1798-1808",
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@inproceedings{bb126340,
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",
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@inproceedings{bb126341,
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",
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@inproceedings{bb126342,
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#TT122421"}
@inproceedings{bb126343,
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,
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PAGES = "9427-9436",
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@inproceedings{bb126344,
AUTHOR = "Yue, X.Y. and Zheng, Z.W. and Zhang, S.H. and Gao, Y. and Darrell, T.J. and Keutzer, K. and Vincentelli, A.S.",
TITLE = "Prototypical Cross-domain Self-supervised Learning for Few-shot
Unsupervised Domain Adaptation",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "13829-13839",
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@inproceedings{bb126345,
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",
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@inproceedings{bb126346,
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#TT122425"}
@inproceedings{bb126347,
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#TT122426"}
@inproceedings{bb126348,
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#TT122427"}
@inproceedings{bb126349,
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#TT122428"}
@inproceedings{bb126350,
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#TT122429"}
@inproceedings{bb126351,
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#TT122430"}
@inproceedings{bb126352,
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#TT122431"}
@inproceedings{bb126353,
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#TT122432"}
@inproceedings{bb126354,
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",
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@inproceedings{bb126355,
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#TT122434"}
@inproceedings{bb126356,
AUTHOR = "Zhang, X. and Zhang, Y. and Zhang, Z.",
TITLE = "Multi-granularity Recurrent Attention Graph Neural Network for Few-shot
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BOOKTITLE = MMMod21,
YEAR = "2021",
PAGES = "II:147-158",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122435"}
@inproceedings{bb126357,
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#TT122436"}
@inproceedings{bb126358,
AUTHOR = "Matsumi, S. and Yamada, K.",
TITLE = "Few-Shot Learning Based on Metric Learning Using Class Augmentation",
BOOKTITLE = ICPR21,
YEAR = "2021",
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@inproceedings{bb126359,
AUTHOR = "Wu, W. and Pang, S. and Tian, Z.Q. and Li, Y.",
TITLE = "Meta Generalized Network for Few-Shot Classification",
BOOKTITLE = ICPR21,
YEAR = "2021",
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@inproceedings{bb126360,
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",
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@inproceedings{bb126361,
AUTHOR = "Nguyen, K. and Todorovic, S.",
TITLE = "A Self-supervised GAN for Unsupervised Few-shot Object Recognition",
BOOKTITLE = ICPR21,
YEAR = "2021",
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@inproceedings{bb126362,
AUTHOR = "Sun, J. and Lapuschkin, S. and Samek, W. and Zhao, Y.Q. and Cheung, N.M. and Binder, A.",
TITLE = "Explanation-Guided Training for Cross-Domain Few-Shot Classification",
BOOKTITLE = ICPR21,
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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#TT122442"}
@inproceedings{bb126364,
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#TT122443"}
@inproceedings{bb126365,
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#TT122444"}
@inproceedings{bb126366,
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#TT122445"}
@inproceedings{bb126367,
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#TT122446"}
@inproceedings{bb126368,
AUTHOR = "Guan, J. and Zhang, M. and Lu, Z.W.",
TITLE = "Large-scale Cross-domain Few-shot Learning",
BOOKTITLE = ACCV20,
YEAR = "2020",
PAGES = "III:474-491",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122447"}
@inproceedings{bb126369,
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#TT122448"}
@inproceedings{bb126370,
AUTHOR = "Guo, Y.H. and Codella, N.C. and Karlinsky, L. and Codella, J.V. and Smith, J.R. and Saenko, K. and Rosing, T. and Feris, R.S.",
TITLE = "A Broader Study of Cross-domain Few-shot Learning",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXVII:124-141",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122449"}
@inproceedings{bb126371,
AUTHOR = "Liu, X. and Liu, P. and Zong, L.",
TITLE = "Transductive Prototypical Network For Few-Shot Classification",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "1671-1675",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122450"}
@inproceedings{bb126372,
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#TT122451"}
@inproceedings{bb126373,
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#TT122452"}
@inproceedings{bb126374,
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#TT122453"}
@inproceedings{bb126375,
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#TT122454"}
@inproceedings{bb126376,
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#TT122455"}
@inproceedings{bb126377,
AUTHOR = "Dvornik, N. and Schmid, C. and Mairal, J.",
TITLE = "Selecting Relevant Features from a Multi-domain Representation for
Few-shot Classification",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "X:769-786",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122456"}
@inproceedings{bb126378,
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#TT122457"}
@inproceedings{bb126379,
AUTHOR = "Kim, J. and Kim, H. and Kim, G.",
TITLE = "Model-Agnostic Boundary-Adversarial Sampling for Test-Time
Generalization in Few-Shot Learning",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "I:599-617",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122458"}
@inproceedings{bb126380,
AUTHOR = "Nguyen, V.N. and Lokse, S. and Wickstrom, K. and Kampffmeyer, M. and Roverso, D. and Jenssen, R.",
TITLE = "Sen: A Novel Feature Normalization Dissimilarity Measure for
Prototypical Few-shot Learning Networks",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXIII:118-134",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122459"}
@inproceedings{bb126381,
AUTHOR = "Liu, J.L. and Song, L. and Qin, Y.Q.",
TITLE = "Prototype Rectification for Few-shot Learning",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "I:741-756",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122460"}
@inproceedings{bb126382,
AUTHOR = "Liu, B. and Cao, Y. and Lin, Y.T. and Li, Q. and Zhang, Z. and Long, M.S. and Hu, H.",
TITLE = "Negative Margin Matters:
Understanding Margin in Few-Shot Classification",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "IV:438-455",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122461"}
@inproceedings{bb126383,
AUTHOR = "Afrasiyabi, A. and Lalonde, J.F. and Gagne, C.",
TITLE = "Associative Alignment for Few-shot Image Classification",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "V:18-35",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122462"}
@inproceedings{bb126384,
AUTHOR = "Monnier, T. and Vincent, E. and Ponce, J. and Aubry, M.",
TITLE = "Unsupervised Layered Image Decomposition into Object Prototypes",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "8620-8630",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122463"}
@inproceedings{bb126385,
AUTHOR = "Liu, Y.Y. and Schiele, B. and Sun, Q.",
TITLE = "An Ensemble of Epoch-wise Empirical Bayes for Few-shot Learning",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XVI: 404-421",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122464"}
@inproceedings{bb126386,
AUTHOR = "Guo, Y. and Cheung, N.",
TITLE = "Attentive Weights Generation for Few Shot Learning via Information
Maximization",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "13496-13505",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122465"}
@inproceedings{bb126387,
AUTHOR = "Li, A.X. and Huang, W.R. and Lan, X. and Feng, J.S. and Li, Z.G. and Wang, L.W.",
TITLE = "Boosting Few-Shot Learning With Adaptive Margin Loss",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "12573-12581",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122466"}
@inproceedings{bb126388,
AUTHOR = "Yu, Z. and Chen, L. and Cheng, Z. and Luo, J.",
TITLE = "TransMatch: A Transfer-Learning Scheme for Semi-Supervised Few-Shot
Learning",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "12853-12861",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122467"}
@inproceedings{bb126389,
AUTHOR = "Yang, L. and Li, L. and Zhang, Z. and Zhou, X. and Zhou, E. and Liu, Y.",
TITLE = "DPGN: Distribution Propagation Graph Network for Few-Shot Learning",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "13387-13396",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122468"}
@inproceedings{bb126390,
AUTHOR = "Tang, L. and Wertheimer, D. and Hariharan, B.",
TITLE = "Revisiting Pose-Normalization for Fine-Grained Few-Shot Recognition",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "14340-14349",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122469"}
@inproceedings{bb126391,
AUTHOR = "Bateni, P. and Goyal, R. and Masrani, V. and Wood, F. and Sigal, L.",
TITLE = "Improved Few-Shot Visual Classification",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "14481-14490",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122470"}
@inproceedings{bb126392,
AUTHOR = "Xue, Z. and Xie, Z. and Xing, Z. and Duan, L.",
TITLE = "Relative Position and Map Networks in Few-shot Learning for Image
Classification",
BOOKTITLE = VL3W20,
YEAR = "2020",
PAGES = "4032-4036",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122471"}
@inproceedings{bb126393,
AUTHOR = "Ye, H. and Hu, H. and Zhan, D. and Sha, F.",
TITLE = "Few-Shot Learning via Embedding Adaptation With Set-to-Set Functions",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "8805-8814",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122472"}
@inproceedings{bb126394,
AUTHOR = "Zhou, L. and Cui, P. and Jia, X. and Yang, S. and Tian, Q.",
TITLE = "Learning to Select Base Classes for Few-Shot Classification",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "4623-4632",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122473"}
@inproceedings{bb126395,
AUTHOR = "Zhu, H. and Koniusz, P.",
TITLE = "EASE: Unsupervised Discriminant Subspace Learning for Transductive
Few-Shot Learning",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "9068-9078",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122474"}
@inproceedings{bb126396,
AUTHOR = "Simon, C. and Koniusz, P. and Nock, R. and Harandi, M.",
TITLE = "Adaptive Subspaces for Few-Shot Learning",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "4135-4144",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122475"}
@inproceedings{bb126397,
AUTHOR = "Tao, X. and Hong, X. and Chang, X. and Dong, S. and Wei, X. and Gong, Y.",
TITLE = "Few-Shot Class-Incremental Learning",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "12180-12189",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122476"}
@inproceedings{bb126398,
AUTHOR = "Jena, R. and Halder, S.S. and Sycara, K.",
TITLE = "MA3: Model Agnostic Adversarial Augmentation for Few Shot learning",
BOOKTITLE = VL3W20,
YEAR = "2020",
PAGES = "3966-3970",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122477"}
@inproceedings{bb126399,
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/pattern605fes2.html#TT122478"}
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