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        AUTHOR = "Devalraju, D.V. and Sekhar, C.C.",
        TITLE = "Uncertainty-Guided Metric Learning Without Labels",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "7029-7038",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138857"}

@inproceedings{bb142901,
        AUTHOR = "Barbany, O. and Lin, X.F. and Bastan, M. and Dhua, A.",
        TITLE = "ProcSim: Proxy-based Confidence for Robust Similarity Learning",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "1297-1306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138858"}

@inproceedings{bb142902,
        AUTHOR = "Gurbuz, Y.Z. and Can, O. and Alatan, A.A.",
        TITLE = "Deep Metric Learning with Chance Constraints",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "532-542",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138859"}

@inproceedings{bb142903,
        AUTHOR = "Yue, Y. and Lin, F.Z. and Mou, G.Y. and Zhang, Z.M.",
        TITLE = "Understanding Hyperbolic Metric Learning through Hard Negative
Sampling",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "1880-1892",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138860"}

@inproceedings{bb142904,
        AUTHOR = "Gurbuz, Y.Z. and Sener, O. and Alatan, A.A.",
        TITLE = "Generalized Sum Pooling for Metric Learning",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "5439-5450",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138861"}

@inproceedings{bb142905,
        AUTHOR = "Gurbuz, Y.Z. and Alatan, A.A.",
        TITLE = "Generalizable Embeddings with Cross-Batch Metric Learning",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "2545-2549",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138862"}

@inproceedings{bb142906,
        AUTHOR = "Cheng, X.H. and Wu, Y.M. and Jia, M.X. and Wang, Q. and Zhang, J.",
        TITLE = "Panoptic Compositional Feature Field for Editable Scene Rendering
with Network-Inferred Labels via Metric Learning",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "4947-4957",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138863"}

@inproceedings{bb142907,
        AUTHOR = "Kim, S. and Jeong, B. and Kwak, S.",
        TITLE = "HIER: Metric Learning Beyond Class Labels via Hierarchical
Regularization",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "19903-19912",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138864"}

@inproceedings{bb142908,
        AUTHOR = "Valerio, R. and Magalhaes, J.",
        TITLE = "Learning Semantic-visual Embeddings with a Priority Queue",
        BOOKTITLE = IbPRIA23,
        YEAR = "2023",
        PAGES = "67-81",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138865"}

@inproceedings{bb142909,
        AUTHOR = "Jung, D. and Kang, D. and Kwak, S. and Cho, M.",
        TITLE = "Few-shot Metric Learning: Online Adaptation of Embedding for Retrieval",
        BOOKTITLE = ACCV22,
        YEAR = "2022",
        PAGES = "V:54-70",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138866"}

@inproceedings{bb142910,
        AUTHOR = "Li, D. and Chen, S.C.",
        TITLE = "A Novel Splitting Criterion Inspired by Geometric Mean Metric
Learning for Decision Tree",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "4808-4814",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138867"}

@inproceedings{bb142911,
        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",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXIV:197-213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138868"}

@inproceedings{bb142912,
        AUTHOR = "Wang, M.D. and Yang, C.Q. and Xu, Y.",
        TITLE = "Posterior Refinement on Metric Matrix Improves Generalization Bound in
Metric Learning",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXVI:203-218",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138869"}

@inproceedings{bb142913,
        AUTHOR = "Cheng, C.S. and Shao, H.C.A. and Lin, C.W.",
        TITLE = "Task-Aware Few-Shot Visual Classification with Improved
Self-Supervised Metric Learning",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "3531-3535",
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@inproceedings{bb142914,
        AUTHOR = "Jose, A. and Mei, Q. and Eschweiler, D. and Laube, I. and Stegmaier, J.",
        TITLE = "Linear Discriminant Analysis Metric Learning Using Siamese Neural
Networks",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "3641-3645",
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@inproceedings{bb142915,
        AUTHOR = "Gajic, B. and Amato, A. and Baldrich, R. and van de Weijer, J. and Gatta, C.",
        TITLE = "Area Under the ROC Curve Maximization for Metric Learning",
        BOOKTITLE = ECV22,
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@inproceedings{bb142916,
        AUTHOR = "Kim, S. and Kim, D. and Cho, M. and Kwak, S.",
        TITLE = "Self-Taught Metric Learning without Labels",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
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@inproceedings{bb142917,
        AUTHOR = "Levi, E. and Xiao, T. and Wang, X.L. and Darrell, T.J.",
        TITLE = "Rethinking preventing class-collapsing in metric learning with
margin-based losses",
        BOOKTITLE = ICCV21,
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@inproceedings{bb142918,
        AUTHOR = "Liu, Z.H. and Song, L. and Hu, X.W. and Wang, H.Q.",
        TITLE = "Margin Loss Based on Adaptive Metric for Image Recognition",
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@inproceedings{bb142919,
        AUTHOR = "Katsumata, K. and Kishida, I. and Amma, A. and Nakayama, H.",
        TITLE = "Open-Set Domain Generalization via Metric Learning",
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@inproceedings{bb142920,
        AUTHOR = "Yan, J. and Luo, L. and Deng, C. and Huang, H.",
        TITLE = "Unsupervised Hyperbolic Metric Learning",
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@inproceedings{bb142921,
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@inproceedings{bb142922,
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@inproceedings{bb142923,
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@inproceedings{bb142924,
        AUTHOR = "Kim, S. and Kim, D. and Cho, M. and Kwak, S.",
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@inproceedings{bb142925,
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@inproceedings{bb142926,
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@inproceedings{bb142927,
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@inproceedings{bb142928,
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@inproceedings{bb142929,
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@inproceedings{bb142930,
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@inproceedings{bb142931,
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@inproceedings{bb142932,
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@inproceedings{bb142933,
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@inproceedings{bb142934,
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@inproceedings{bb142935,
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@inproceedings{bb142936,
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@inproceedings{bb142937,
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@inproceedings{bb142938,
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@inproceedings{bb142940,
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