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        TITLE = "Towards Pointsets Representation Learning via Self-Supervised
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        JOURNAL = PAMI,
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        YEAR = "2023",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132410"}

@article{bb136401,
        AUTHOR = "Yuan, Z. and Tang, C. and Yang, A. and Huang, W.D. and Chen, W.",
        TITLE = "Few-Shot Remote Sensing Image Scene Classification Based on Metric
Learning and Local Descriptors",
        JOURNAL = RS,
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        YEAR = "2023",
        NUMBER = "3",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132411"}

@article{bb136402,
        AUTHOR = "Liu, Q.F. and Cao, W.M. and He, Z.H.",
        TITLE = "Cycle optimization metric learning for few-shot classification",
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@article{bb136403,
        AUTHOR = "Yan, J. and Wei, W. and Guo, X.Y. and Dang, C.Y. and Liang, J.",
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@article{bb136404,
        AUTHOR = "Wei, D. and Shen, X.B. and Sun, Q.S. and Gao, X.Z. and Ren, Z.W.",
        TITLE = "Sparse Representation Classifier Guided Grassmann Reconstruction
Metric Learning With Applications to Image Set Analysis",
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        YEAR = "2023",
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@article{bb136405,
        AUTHOR = "Zhang, Y. and Zuo, X. and Zheng, X. and Gao, X.Y. and Wang, B. and Hu, W.M.",
        TITLE = "Improving metric-based few-shot learning with dynamically scaled
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@article{bb136406,
        AUTHOR = "Mao, Q. and Ma, S.W.",
        TITLE = "Enhancing Style-Guided Image-to-Image Translation via Self-Supervised
Metric Learning",
        JOURNAL = MultMed,
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        YEAR = "2023",
        PAGES = "8511-8526",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132416"}

@article{bb136407,
        AUTHOR = "Wang, X.X. and Jiang, B. and Wang, X. and Tang, J.H. and Luo, B.",
        TITLE = "Rethinking Batch Sample Relationships for Data Representation:
A Batch-Graph Transformer Based Approach",
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        PAGES = "1578-1588",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132417"}

@article{bb136408,
        AUTHOR = "Yu, Z.P. and Xu, Q.Q. and Jiang, Y.B.Y. and Sun, Y.F. and Huang, Q.M.",
        TITLE = "Enhancing Sample Utilization in Noise-Robust Deep Metric Learning
With Subgroup-Based Positive-Pair Selection",
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@article{bb136409,
        AUTHOR = "Diao, H. and Zhang, Y. and Gao, S. and Zhu, J. and Chen, L. and Lu, H.C.",
        TITLE = "GSSF: Generalized Structural Sparse Function for Deep Cross-Modal
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@article{bb136410,
        AUTHOR = "Jiang, X. and Yao, Y.Z. and Dai, X. and Shen, F.M. and Nie, L.Q. and Shen, H.T.",
        TITLE = "Anti-Collapse Loss for Deep Metric Learning",
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        PAGES = "11139-11150",
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@article{bb136411,
        AUTHOR = "Mu, S.Y. and Zu, Y. and Chen, S. and Yang, S.Y. and Feng, Z.X. and Zhang, J.",
        TITLE = "Few-Shot Metric Learning with Time-Frequency Fusion for Specific
Emitter Identification",
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        YEAR = "2024",
        NUMBER = "24",
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@article{bb136412,
        AUTHOR = "Li, Z. and Liu, Z.Y. and Chang, D.L. and Sain, A. and Li, X.X. and Ma, Z.Y. and Xue, J.H. and Song, Y.Z.",
        TITLE = "Self-randomized focuses effectively boost metric-based few-shot
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        TITLE = "Uncertainty-Guided Metric Learning Without Labels",
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        YEAR = "2025",
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@inproceedings{bb136414,
        AUTHOR = "Barbany, O. and Lin, X.F. and Bastan, M. and Dhua, A.",
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@inproceedings{bb136415,
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@inproceedings{bb136416,
        AUTHOR = "Yue, Y. and Lin, F.Z. and Mou, G.Y. and Zhang, Z.M.",
        TITLE = "Understanding Hyperbolic Metric Learning through Hard Negative
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@inproceedings{bb136417,
        AUTHOR = "Gurbuz, Y.Z. and Sener, O. and Alatan, A.A.",
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@inproceedings{bb136418,
        AUTHOR = "Gurbuz, Y.Z. and Alatan, A.A.",
        TITLE = "Generalizable Embeddings with Cross-Batch Metric Learning",
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        YEAR = "2023",
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@inproceedings{bb136419,
        AUTHOR = "Cheng, X.H. and Wu, Y.M. and Jia, M.X. and Wang, Q. and Zhang, J.",
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with Network-Inferred Labels via Metric Learning",
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@inproceedings{bb136420,
        AUTHOR = "Kim, S. and Jeong, B. and Kwak, S.",
        TITLE = "HIER: Metric Learning Beyond Class Labels via Hierarchical
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@inproceedings{bb136421,
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@inproceedings{bb136422,
        AUTHOR = "Jung, D. and Kang, D. and Kwak, S. and Cho, M.",
        TITLE = "Few-shot Metric Learning: Online Adaptation of Embedding for Retrieval",
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@inproceedings{bb136423,
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        TITLE = "A Novel Splitting Criterion Inspired by Geometric Mean Metric
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        AUTHOR = "Zheng, W.Z. and Huang, Y.H. and Zhang, B. and Zhou, J. and Lu, J.W.",
        TITLE = "Dynamic Metric Learning with Cross-Level Concept Distillation",
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@inproceedings{bb136425,
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@inproceedings{bb136428,
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@inproceedings{bb136430,
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@inproceedings{bb136434,
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@inproceedings{bb136435,
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