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TITLE = "Invariance encoding in sliced-Wasserstein space for image
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JOURNAL = PR,
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YEAR = "2023",
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AUTHOR = "Ren, Y.T. and Jin, P.Y. and Li, Y.Y. and Mao, K.M.",
TITLE = "An efficient hyperspectral image classification method for limited
training data",
JOURNAL = IET-IPR,
VOLUME = "17",
YEAR = "2023",
NUMBER = "6",
PAGES = "1709-1717",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT136559"}
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AUTHOR = "Zhong, W.Y. and Li, H.X. and Hu, Q.H. and Gao, Y. and Chen, C.L.",
TITLE = "Multi-Level Cascade Sparse Representation Learning for Small Data
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JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "5",
MONTH = "May",
PAGES = "2451-2464",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT136560"}
@article{bb140603,
AUTHOR = "Chu, J.L. and Liu, J. and Wang, H.J. and Meng, H. and Gong, Z.G. and Li, T.R.",
TITLE = "Micro-Supervised Disturbance Learning:
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JOURNAL = PAMI,
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YEAR = "2023",
NUMBER = "6",
MONTH = "June",
PAGES = "7542-7558",
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@article{bb140604,
AUTHOR = "Napoles, G. and Grau, I. and Jastrzebska, A. and Salgueiro, Y.",
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JOURNAL = PR,
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AUTHOR = "Liu, W.J. and Liu, J. and Liu, T. and Chen, H. and Wang, Y.L.",
TITLE = "Detector Design and Performance Analysis for Target Detection in
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JOURNAL = SPLetters,
VOLUME = "30",
YEAR = "2023",
PAGES = "618-622",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT136563"}
@article{bb140606,
AUTHOR = "Tsutsui, S. and Fu, Y.W. and Crandall, D.",
TITLE = "Reinforcing Generated Images via Meta-Learning for One-Shot
Fine-Grained Visual Recognition",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "3",
MONTH = "March",
PAGES = "1455-1463",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT136564"}
@article{bb140607,
AUTHOR = "Bai, C. and Han, X.J.",
TITLE = "MRFormer: Multiscale retractable transformer for medical image
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JOURNAL = IVC,
VOLUME = "144",
YEAR = "2024",
PAGES = "104974",
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AUTHOR = "Wei, J. and Yang, Y. and Guan, X. and Xu, X. and Wang, G.Q. and Shen, H.T.",
TITLE = "Runge-Kutta Guided Feature Augmentation for Few-Sample Learning",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "7349-7358",
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@article{bb140609,
AUTHOR = "Liang, K.M. and Yin, Z.J. and Min, M. and Liu, Y. and Ma, Z.Y. and Guo, J.",
TITLE = "Learning Dynamic Prototypes for Visual Pattern Debiasing",
JOURNAL = IJCV,
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PAGES = "1777-1799",
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@article{bb140610,
AUTHOR = "Liu, C. and Mittal, G. and Karianakis, N. and Fragoso, V. and Yu, Y. and Fu, Y. and Chen, M.",
TITLE = "HyperSTAR: Task-Aware Hyperparameter Recommendation for Training and
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JOURNAL = IJCV,
VOLUME = "132",
YEAR = "2024",
NUMBER = "6",
MONTH = "June",
PAGES = "1913-1927",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT136568"}
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TITLE = "Does Negative Sampling Matter? a Review With Insights Into its Theory
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JOURNAL = PAMI,
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NUMBER = "8",
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AUTHOR = "Chen, C.R. and Han, J.G. and Debattista, K.",
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Dense Prediction With Extremely Limited Labels",
JOURNAL = PAMI,
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@inproceedings{bb140663,
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BOOKTITLE = CVPR19,
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@inproceedings{bb140664,
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@inproceedings{bb140665,
AUTHOR = "Haufel, G. and Bulatov, D. and Helmholz, P.",
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For Training Data Generation",
BOOKTITLE = PIA19,
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@inproceedings{bb140666,
AUTHOR = "Deshpande, P.J. and Sure, A. and Dikshit, O. and Tripathi, S.",
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BOOKTITLE = IWIDF19,
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PUBLISHER = "Online",
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@inproceedings{bb140669,
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Training Data",
BOOKTITLE = WiCV-E18,
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@inproceedings{bb140670,
AUTHOR = "Alvi, M. and Zisserman, A. and Nellaker, C.",
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Neural Network Embeddings",
BOOKTITLE = BEFace18,
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@inproceedings{bb140671,
AUTHOR = "Mundhenk, T.N. and Ho, D. and Chen, B.Y.",
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BOOKTITLE = CVPR18,
YEAR = "2018",
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@inproceedings{bb140672,
AUTHOR = "Wang, X.D. and Liu, Z.W. and Yu, S.X.",
TITLE = "Unsupervised Feature Learning by Cross-Level Instance-Group
Discrimination",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "12581-12590",
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@inproceedings{bb140673,
AUTHOR = "Wu, Z.R. and Xiong, Y.J. and Yu, S.X. and Lin, D.",
TITLE = "Unsupervised Feature Learning via Non-parametric Instance
Discrimination",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "3733-3742",
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@inproceedings{bb140674,
AUTHOR = "Novotny, D. and Albanie, S. and Larlus, D. and Vedaldi, A.",
TITLE = "Self-Supervised Learning of Geometrically Stable Features Through
Probabilistic Introspection",
BOOKTITLE = CVPR18,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT136632"}
@inproceedings{bb140675,
AUTHOR = "Keshari, R. and Vatsa, M. and Singh, R. and Noore, A.",
TITLE = "Learning Structure and Strength of CNN Filters for Small Sample Size
Training",
BOOKTITLE = CVPR18,
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PAGES = "9349-9358",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT136633"}
@inproceedings{bb140676,
AUTHOR = "Jiang, Z. and Zhu, X. and Tan, W.t. and Liston, R.",
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BOOKTITLE = ICIP17,
YEAR = "2017",
PAGES = "2189-2193",
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@inproceedings{bb140677,
AUTHOR = "Dixit, M. and Kwitt, R. and Niethammer, M. and Vasconcelos, N.M.",
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BOOKTITLE = CVPR17,
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@inproceedings{bb140678,
AUTHOR = "Paul, S. and Bappy, J.H. and Roy Chowdhury, A.K.",
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BOOKTITLE = CVPR17,
YEAR = "2017",
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@inproceedings{bb140679,
AUTHOR = "Bappy, J.H. and Paul, S. and Tuncel, E. and Roy Chowdhury, A.K.",
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BOOKTITLE = CVPR17,
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BOOKTITLE = CIARP16,
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@inproceedings{bb140681,
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TITLE = "Large Scale Hard Sample Mining with Monte Carlo Tree Search",
BOOKTITLE = CVPR16,
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@inproceedings{bb140682,
AUTHOR = "Gan, C. and Yao, T. and Yang, K.Y. and Yang, Y. and Mei, T.",
TITLE = "You Lead, We Exceed: Labor-Free Video Concept Learning by Jointly
Exploiting Web Videos and Images",
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@inproceedings{bb140683,
AUTHOR = "Masi, I. and Hassner, T. and Tran, A.T. and Medioni, G.",
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BOOKTITLE = FG17,
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AUTHOR = "Masi, I. and Tran, A.T. and Hassner, T. and Leksut, J.T. and Medioni, G.",
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Recognition?",
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TITLE = "Multi-utility Learning: Structured-Output Learning with Multiple
Annotation-Specific Loss Functions",
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Object Recognition Employing Multilinguality",
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bootstrapping for image classification",
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Classification Approach",
BOOKTITLE = Thematic14,
YEAR = "2014",
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BOOKTITLE = SSSPR14,
YEAR = "2014",
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@inproceedings{bb140699,
AUTHOR = "Henriques, J.F. and Carreira, J. and Caseiro, R. and Batista, J.P.",
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Efficient Detector Learning via Block-Circulant Decomposition",
BOOKTITLE = ICCV13,
YEAR = "2013",
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