@inproceedings{bb143600,
        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#TT139553"}

@inproceedings{bb143601,
        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#TT139554"}

@inproceedings{bb143602,
        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#TT139555"}

@inproceedings{bb143603,
        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#TT139556"}

@inproceedings{bb143604,
        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#TT139557"}

@inproceedings{bb143605,
        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#TT139558"}

@inproceedings{bb143606,
        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#TT139559"}

@inproceedings{bb143607,
        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#TT139560"}

@inproceedings{bb143608,
        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#TT139561"}

@inproceedings{bb143609,
        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#TT139562"}

@inproceedings{bb143610,
        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#TT139563"}

@inproceedings{bb143611,
        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#TT139564"}

@inproceedings{bb143612,
        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#TT139565"}

@inproceedings{bb143613,
        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#TT139566"}

@inproceedings{bb143614,
        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#TT139567"}

@inproceedings{bb143615,
        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#TT139568"}

@inproceedings{bb143616,
        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#TT139569"}

@inproceedings{bb143617,
        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#TT139570"}

@inproceedings{bb143618,
        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#TT139571"}

@inproceedings{bb143619,
        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#TT139572"}

@inproceedings{bb143620,
        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#TT139573"}

@inproceedings{bb143621,
        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#TT139574"}

@inproceedings{bb143622,
        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#TT139575"}

@inproceedings{bb143623,
        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#TT139576"}

@inproceedings{bb143624,
        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#TT139577"}

@inproceedings{bb143625,
        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#TT139578"}

@inproceedings{bb143626,
        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#TT139579"}

@inproceedings{bb143627,
        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#TT139580"}

@inproceedings{bb143628,
        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#TT139581"}

@inproceedings{bb143629,
        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#TT139582"}

@inproceedings{bb143630,
        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#TT139583"}

@inproceedings{bb143631,
        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#TT139584"}

@inproceedings{bb143632,
        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#TT139585"}

@inproceedings{bb143633,
        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#TT139586"}

@inproceedings{bb143634,
        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#TT139587"}

@inproceedings{bb143635,
        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#TT139588"}

@inproceedings{bb143636,
        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#TT139589"}

@inproceedings{bb143637,
        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#TT139590"}

@inproceedings{bb143638,
        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#TT139591"}

@inproceedings{bb143639,
        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#TT139592"}

@inproceedings{bb143640,
        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#TT139593"}

@inproceedings{bb143641,
        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#TT139594"}

@inproceedings{bb143642,
        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#TT139595"}

@inproceedings{bb143643,
        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#TT139596"}

@inproceedings{bb143644,
        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#TT139597"}

@inproceedings{bb143645,
        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#TT139598"}

@inproceedings{bb143646,
        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#TT139599"}

@inproceedings{bb143647,
        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#TT139600"}

@inproceedings{bb143648,
        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#TT139601"}

@inproceedings{bb143649,
        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#TT139602"}

@inproceedings{bb143650,
        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#TT139603"}

@inproceedings{bb143651,
        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#TT139604"}

@inproceedings{bb143652,
        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",
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@inproceedings{bb143653,
        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",
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@inproceedings{bb143654,
        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{bb143655,
        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{bb143656,
        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{bb143657,
        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",
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@inproceedings{bb143658,
        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#TT139611"}

@inproceedings{bb143659,
        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#TT139612"}

@inproceedings{bb143660,
        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#TT139613"}

@inproceedings{bb143661,
        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#TT139614"}

@inproceedings{bb143662,
        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#TT139615"}

@inproceedings{bb143663,
        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#TT139616"}

@inproceedings{bb143664,
        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#TT139617"}

@inproceedings{bb143665,
        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#TT139618"}

@inproceedings{bb143666,
        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#TT139619"}

@inproceedings{bb143667,
        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#TT139620"}

@inproceedings{bb143668,
        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#TT139621"}

@inproceedings{bb143669,
        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#TT139622"}

@inproceedings{bb143670,
        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#TT139623"}

@inproceedings{bb143671,
        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#TT139624"}

@inproceedings{bb143672,
        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#TT139625"}

@inproceedings{bb143673,
        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#TT139626"}

@inproceedings{bb143674,
        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#TT139627"}

@inproceedings{bb143675,
        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#TT139628"}

@inproceedings{bb143676,
        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#TT139629"}

@inproceedings{bb143677,
        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#TT139630"}

@inproceedings{bb143678,
        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#TT139631"}

@inproceedings{bb143679,
        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#TT139632"}

@inproceedings{bb143680,
        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#TT139633"}

@inproceedings{bb143681,
        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#TT139634"}

@inproceedings{bb143682,
        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#TT139635"}

@inproceedings{bb143683,
        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#TT139636"}

@inproceedings{bb143684,
        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#TT139637"}

@inproceedings{bb143685,
        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#TT139638"}

@inproceedings{bb143686,
        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#TT139639"}

@inproceedings{bb143687,
        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",
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@inproceedings{bb143688,
        AUTHOR = "Afrasiyabi, A. and Lalonde, J.F. and Gagne, C.",
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        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "V:18-35",
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@inproceedings{bb143689,
        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#TT139642"}

@inproceedings{bb143690,
        AUTHOR = "Guo, Y. and Cheung, N.",
        TITLE = "Attentive Weights Generation for Few Shot Learning via Information
Maximization",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "13496-13505",
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@inproceedings{bb143691,
        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#TT139644"}

@inproceedings{bb143692,
        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#TT139645"}

@inproceedings{bb143693,
        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#TT139646"}

@inproceedings{bb143694,
        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",
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@inproceedings{bb143695,
        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#TT139648"}

@inproceedings{bb143696,
        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#TT139649"}

@inproceedings{bb143697,
        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",
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@inproceedings{bb143698,
        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#TT139651"}

@inproceedings{bb143699,
        AUTHOR = "Mangla, P. and Singh, M. and Sinha, A. and Kumari, N. and Balasubramanian, V.N. and Krishnamurthy, B.",
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        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "2207-2216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT139652"}

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