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@article{bb142102,
        AUTHOR = "Rivero, R. and Onuma, Y.Y. and Kato, T.",
        TITLE = "Threshold Auto-Tuning Metric Learning",
        JOURNAL = IEICE,
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@article{bb142103,
        AUTHOR = "Wu, Y. and Wang, S. and Song, G. and Huang, Q.",
        TITLE = "Online Asymmetric Metric Learning With Multi-Layer Similarity
Aggregation for Cross-Modal Retrieval",
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@article{bb142104,
        AUTHOR = "Wu, Y. and Wang, S. and Huang, Q.",
        TITLE = "Online Fast Adaptive Low-Rank Similarity Learning for Cross-Modal
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@article{bb142105,
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        TITLE = "A self-adaptive local metric learning method for classification",
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        TITLE = "Metric learning-based kernel transformer with triplets and label
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        YEAR = "2020",
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@article{bb142107,
        AUTHOR = "Horiguchi, S. and Ikami, D. and Aizawa, K.",
        TITLE = "Significance of Softmax-Based Features in Comparison to Distance
Metric Learning-Based Features",
        JOURNAL = PAMI,
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@article{bb142108,
        AUTHOR = "Le, Y.Z. and Feng, Y. and Liu, D.J. and Qiang, B.H.",
        TITLE = "Adversarial Metric Learning with Naive Similarity Discriminator",
        JOURNAL = IEICE,
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@article{bb142109,
        AUTHOR = "Levada, A.L.M.",
        TITLE = "Parametric PCA for unsupervised metric learning",
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@article{bb142110,
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        TITLE = "On the application of convex transforms to metric search",
        JOURNAL = PRL,
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@article{bb142111,
        AUTHOR = "Hu, C. and Song, J.T. and Chen, J.S. and Wang, R. and Wu, X.J.",
        TITLE = "Manifold-based multi-graph embedding for semi-supervised
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        JOURNAL = PRL,
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@article{bb142112,
        AUTHOR = "Wang, R. and Wu, X.J. and Kittler, J.V.",
        TITLE = "Graph Embedding Multi-Kernel Metric Learning for Image Set
Classification With Grassmannian Manifold-Valued Features",
        JOURNAL = MultMed,
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@article{bb142113,
        AUTHOR = "Wang, R. and Wu, X.J. and Xu, T.Y. and Hu, C. and Kittler, J.V.",
        TITLE = "Deep Metric Learning on the SPD Manifold for Image Set Classification",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138071"}

@inproceedings{bb142114,
        AUTHOR = "Wang, R. and Wu, X.J. and Chen, K. and Kittler, J.V.",
        TITLE = "Multiple Manifolds Metric Learning with Application to Image Set
Classification",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138072"}

@article{bb142115,
        AUTHOR = "Jiang, W. and Huang, K. and Geng, J. and Deng, X.",
        TITLE = "Multi-Scale Metric Learning for Few-Shot Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "31",
        YEAR = "2021",
        NUMBER = "3",
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        PAGES = "1091-1102",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138073"}

@article{bb142116,
        AUTHOR = "Chen, F.Y. and Shao, J. and Zhang, Y.H. and Xu, X. and Shen, H.T.",
        TITLE = "Interclass-Relativity-Adaptive Metric Learning for Cross-Modal
Matching and Beyond",
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@article{bb142117,
        AUTHOR = "Wei, J. and Yang, Y. and Xu, X. and Zhu, X.F. and Shen, H.T.",
        TITLE = "Universal Weighting Metric Learning for Cross-Modal Retrieval",
        JOURNAL = PAMI,
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@inproceedings{bb142118,
        AUTHOR = "Wei, J. and Xu, X. and Yang, Y. and Ji, Y.L. and Wang, Z. and Shen, H.T.",
        TITLE = "Universal Weighting Metric Learning for Cross-Modal Matching",
        BOOKTITLE = CVPR20,
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        PAGES = "13002-13011",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138076"}

@article{bb142119,
        AUTHOR = "Song, K. and Han, J.W. and Cheng, G. and Lu, J.W. and Nie, F.P.",
        TITLE = "Adaptive Neighborhood Metric Learning",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138077"}

@article{bb142120,
        AUTHOR = "Guo, X.Y. and Wei, W. and Liang, J.Q. and Dang, C.Y. and Liang, J.",
        TITLE = "Metric learning via perturbing hard-to-classify instances",
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@article{bb142121,
        AUTHOR = "Yang, C. and Cheung, G. and Hu, W.",
        TITLE = "Signed Graph Metric Learning via Gershgorin Disc Perfect Alignment",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138079"}

@article{bb142122,
        AUTHOR = "Wei, D. and Shen, X.B. and Sun, Q.S. and Gao, X.Z.",
        TITLE = "Discrete Metric Learning for Fast Image Set Classification",
        JOURNAL = IP,
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@article{bb142123,
        AUTHOR = "Bao, S.L. and Xu, Q.Q. and Yang, Z.Y. and Cao, X.C. and Huang, Q.M.",
        TITLE = "Rethinking Collaborative Metric Learning:
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        MONTH = "January",
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@article{bb142124,
        AUTHOR = "Arsomngern, P. and Long, C. and Suwajanakorn, S. and Nutanong, S.",
        TITLE = "Towards Pointsets Representation Learning via Self-Supervised
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@article{bb142125,
        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",
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        NUMBER = "3",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138083"}

@article{bb142126,
        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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        AUTHOR = "Yan, J. and Wei, W. and Guo, X.Y. and Dang, C.Y. and Liang, J.",
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        TITLE = "Sparse Representation Classifier Guided Grassmann Reconstruction
Metric Learning With Applications to Image Set Analysis",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138086"}

@article{bb142129,
        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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        YEAR = "2023",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138087"}

@article{bb142130,
        AUTHOR = "Mao, Q. and Ma, S.W.",
        TITLE = "Enhancing Style-Guided Image-to-Image Translation via Self-Supervised
Metric Learning",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138088"}

@article{bb142131,
        AUTHOR = "Wang, X.X. and Jiang, B. and Wang, X. and Tang, J.H. and Luo, B.",
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A Batch-Graph Transformer Based Approach",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138089"}

@article{bb142132,
        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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        YEAR = "2024",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138090"}

@article{bb142133,
        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
Metric Learning",
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        YEAR = "2024",
        PAGES = "6241-6252",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138091"}

@article{bb142134,
        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",
        JOURNAL = MultMed,
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        YEAR = "2024",
        PAGES = "11139-11150",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138092"}

@article{bb142135,
        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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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138093"}

@article{bb142136,
        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
classifiers",
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        YEAR = "2025",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138094"}

@article{bb142137,
        AUTHOR = "Yang, Z.L. and Xu, L. and Yan, S. and Bi, H.X. and Li, F.",
        TITLE = "IDEAL: Independent domain embedding augmentation learning",
        JOURNAL = PR,
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        YEAR = "2026",
        PAGES = "112024",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138095"}

@article{bb142138,
        AUTHOR = "Wu, Y.J. and Tan, H.L. and Du, J. and Yang, S. and Yan, G.F.",
        TITLE = "Deep Hybrid Manifold Network with joint metric learning for image set
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        JOURNAL = IVC,
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        YEAR = "2025",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138096"}

@article{bb142139,
        AUTHOR = "Theerens, A. and Saeys, Y. and Cornelis, C.",
        TITLE = "Feature subset weighting for distance-based supervised learning",
        JOURNAL = PR,
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        YEAR = "2026",
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@inproceedings{bb142140,
        AUTHOR = "Rahimi, A. and Luan, P.C. and Liu, Y. and Rajic, F. and Alahi, A.",
        TITLE = "Sim-to-Real Causal Transfer: A Metric Learning Approach to
Causally-Aware Interaction Representations",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "17271-17281",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138098"}

@inproceedings{bb142141,
        AUTHOR = "Ren, L. and Chen, C. and Wang, L.Q. and Hua, K.",
        TITLE = "DA-VPT: Semantic-Guided Visual Prompt Tuning for Vision Transformers",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "4353-4363",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138099"}

@inproceedings{bb142142,
        AUTHOR = "Bhatnagar, S. and Ahuja, N.",
        TITLE = "Potential Field Based Deep Metric Learning",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "25549-25559",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138100"}

@inproceedings{bb142143,
        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#TT138101"}

@inproceedings{bb142144,
        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#TT138102"}

@inproceedings{bb142145,
        AUTHOR = "Gurbuz, Y.Z. and Can, O. and Alatan, A.A.",
        TITLE = "Deep Metric Learning with Chance Constraints",
        BOOKTITLE = WACV24,
        YEAR = "2024",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138103"}

@inproceedings{bb142146,
        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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        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "1880-1892",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138104"}

@inproceedings{bb142147,
        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#TT138105"}

@inproceedings{bb142148,
        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#TT138106"}

@inproceedings{bb142149,
        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#TT138107"}

@inproceedings{bb142150,
        AUTHOR = "Kim, S. and Jeong, B. and Kwak, S.",
        TITLE = "HIER: Metric Learning Beyond Class Labels via Hierarchical
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        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "19903-19912",
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@inproceedings{bb142151,
        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#TT138109"}

@inproceedings{bb142152,
        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#TT138110"}

@inproceedings{bb142153,
        AUTHOR = "Li, D. and Chen, S.C.",
        TITLE = "A Novel Splitting Criterion Inspired by Geometric Mean Metric
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        BOOKTITLE = "ICPR22",
        YEAR = "2022",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138111"}

@inproceedings{bb142154,
        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",
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@inproceedings{bb142155,
        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",
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@inproceedings{bb142156,
        AUTHOR = "Cheng, C.S. and Shao, H.C.A. and Lin, C.W.",
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Self-Supervised Metric Learning",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
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@inproceedings{bb142157,
        AUTHOR = "Jose, A. and Mei, Q. and Eschweiler, D. and Laube, I. and Stegmaier, J.",
        TITLE = "Linear Discriminant Analysis Metric Learning Using Siamese Neural
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        YEAR = "2022",
        PAGES = "3641-3645",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138115"}

@inproceedings{bb142158,
        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,
        YEAR = "2022",
        PAGES = "2806-2815",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138116"}

@inproceedings{bb142159,
        AUTHOR = "Kim, S. and Kim, D. and Cho, M. and Kwak, S.",
        TITLE = "Self-Taught Metric Learning without Labels",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "7421-7431",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138117"}

@inproceedings{bb142160,
        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,
        YEAR = "2021",
        PAGES = "10296-10305",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138118"}

@inproceedings{bb142161,
        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",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "2878-2882",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138119"}

@inproceedings{bb142162,
        AUTHOR = "Katsumata, K. and Kishida, I. and Amma, A. and Nakayama, H.",
        TITLE = "Open-Set Domain Generalization via Metric Learning",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "459-463",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138120"}

@inproceedings{bb142163,
        AUTHOR = "Yan, J. and Luo, L. and Deng, C. and Huang, H.",
        TITLE = "Unsupervised Hyperbolic Metric Learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "12460-12469",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138121"}

@inproceedings{bb142164,
        AUTHOR = "Duan, J.L. and Lin, Y.L. and Tran, S. and Davis, L.S. and Kuo, C.C.J.",
        TITLE = "SLADE: A Self-Training Framework For Distance Metric Learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "9639-9648",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138122"}

@inproceedings{bb142165,
        AUTHOR = "Budnik, M. and Avrithis, Y.",
        TITLE = "Asymmetric metric learning for knowledge transfer",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "8224-8234",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138123"}

@inproceedings{bb142166,
        AUTHOR = "Sun, Y.F. and Zhu, Y. and Zhang, Y.H. and Zheng, P.K. and Qiu, X. and Zhang, C. and Wei, Y.C.",
        TITLE = "Dynamic Metric Learning: Towards a Scalable Metric Space to
Accommodate Multiple Semantic Scales",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "5389-5398",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138124"}

@inproceedings{bb142167,
        AUTHOR = "Kim, S. and Kim, D. and Cho, M. and Kwak, S.",
        TITLE = "Embedding Transfer with Label Relaxation for Improved Metric Learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "3966-3975",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138125"}

@inproceedings{bb142168,
        AUTHOR = "Park, J. and Jung, Y.G. and Teoh, A.B.J.",
        TITLE = "Revisiting ImprovedGAN with Metric Learning for Semi-Supervised
Learning",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "1467-1474",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138126"}

@inproceedings{bb142169,
        AUTHOR = "Teh, E.W. and DeVries, T. and Taylor, G.W.",
        TITLE = "ProxyNCA++: Revisiting and Revitalizing Proxy Neighborhood Component
Analysis",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXIV:448-464",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138127"}

@inproceedings{bb142170,
        AUTHOR = "Musgrave, K. and Belongie, S. and Lim, S.N.",
        TITLE = "A Metric Learning Reality Check",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXV:681-699",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138128"}

@inproceedings{bb142171,
        AUTHOR = "Zhu, P. and Gu, M. and Li, W. and Zhang, C. and Hu, Q.",
        TITLE = "Progressive Point To Set Metric Learning For Semi-Supervised Few-Shot
Classification",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "196-200",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138129"}

@inproceedings{bb142172,
        AUTHOR = "Zhu, J.C. and Shi, L.L. and Yan, J.C. and Zha, H.Y.",
        TITLE = "AutoMix: Mixup Networks for Sample Interpolation via Cooperative
Barycenter Learning",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "X:633-649",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138130"}

@inproceedings{bb142173,
        AUTHOR = "Boudiaf, M. and Rony, J. and Ziko, I.M. and Granger, E. and Pedersoli, M. and Piantanida, P. and Ben Ayed, I.",
        TITLE = "A Unifying Mutual Information View of Metric Learning:
Cross-entropy vs. Pairwise Losses",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "VI:548-564",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138131"}

@inproceedings{bb142174,
        AUTHOR = "Wang, X. and Zhang, H.Z. and Huang, W.L. and Scott, M.R.",
        TITLE = "Cross-Batch Memory for Embedding Learning",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "6387-6396",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138132"}

@inproceedings{bb142175,
        AUTHOR = "Sogi, N. and Souza, L.S. and Gatto, B.B. and Fukui, K.",
        TITLE = "Metric Learning with A-based Scalar Product for Image-set Recognition",
        BOOKTITLE = Diff-CVML20,
        YEAR = "2020",
        PAGES = "3715-3724",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138133"}

@inproceedings{bb142176,
        AUTHOR = "Xuan, H. and Stylianou, A. and Pless, R.",
        TITLE = "Improved Embeddings with Easy Positive Triplet Mining",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "2463-2471",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138134"}

@inproceedings{bb142177,
        AUTHOR = "Brattoli, B. and Roth, K. and Ommer, B.",
        TITLE = "MIC: Mining Interclass Characteristics for Improved Metric Learning",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "7999-8008",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138135"}

@inproceedings{bb142178,
        AUTHOR = "Karlinsky, L. and Shtok, J. and Harary, S. and Schwartz, E. and Aides, A. and Feris, R.S. and Giryes, R. and Bronstein, A.M.",
        TITLE = "RepMet: Representative-Based Metric Learning for Classification and
Few-Shot Object Detection",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "5192-5201",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138136"}

@inproceedings{bb142179,
        AUTHOR = "Sanakoyeu, A. and Tschernezki, V. and Buchler, U. and Ommer, B.",
        TITLE = "Divide and Conquer the Embedding Space for Metric Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "471-480",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138137"}

@inproceedings{bb142180,
        AUTHOR = "Mussabayeva, A. and Pisov, M. and Kurmukov, A. and Kroshnin, A. and Denisova, Y. and Shen, L. and Cong, S. and Wang, L. and Gutman, B.",
        TITLE = "Diffeomorphic Metric Learning and Template Optimization for
Registration-based Predictive Models",
        BOOKTITLE = MFCA19,
        YEAR = "2019",
        PAGES = "151-161",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138138"}

@inproceedings{bb142181,
        AUTHOR = "Passalis, N. and Tefas, A. and Iosifidis, A. and Gabbouj, M.",
        TITLE = "Class-Based Variational Representation Learning For Robust Image
Retrieval",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "854-858",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138139"}

@inproceedings{bb142182,
        AUTHOR = "Vo, N. and Hays, J.",
        TITLE = "Generalization in Metric Learning: Should the Embedding Layer Be
Embedding Layer?",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "589-598",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138140"}

@inproceedings{bb142183,
        AUTHOR = "Iscen, A. and Tolias, G. and Avrithis, Y. and Chum, O.",
        TITLE = "Mining on Manifolds: Metric Learning Without Labels",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "7642-7651",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138141"}

@inproceedings{bb142184,
        AUTHOR = "Qian, Q. and Tang, J. and Li, H. and Zhu, S. and Jin, R.",
        TITLE = "Large-Scale Distance Metric Learning with Uncertainty",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "8542-8550",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138142"}

@inproceedings{bb142185,
        AUTHOR = "Bi, Y. and Fant, B. and Wu, F.",
        TITLE = "Cayley- Klein Metric Learning with Shrinkage-Expansion Constraints",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "43-48",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138143"}

@inproceedings{bb142186,
        AUTHOR = "Sun, G. and Cong, Y. and Wang, Q. and Xu, X.",
        TITLE = "Online Low-Rank Metric Learning via Parallel Coordinate Descent
Method",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "207-212",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138144"}

@inproceedings{bb142187,
        AUTHOR = "Wang, Z. and Shi, B. and Smith, C.D. and Liu, J.",
        TITLE = "Nonlinear Metric Learning through Geodesic Interpolation within Lie
Groups",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "898-903",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138145"}

@inproceedings{bb142188,
        AUTHOR = "Tian, Y. and Yu, X. and Fan, B. and Wu, F.C. and Heijnen, H. and Balntas, V.",
        TITLE = "SOSNet: Second Order Similarity Regularization for Local Descriptor
Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11008-11017",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138146"}

@inproceedings{bb142189,
        AUTHOR = "Balntas, V. and Li, S. and Prisacariu, V.A.",
        TITLE = "RelocNet: Continuous Metric Learning Relocalisation Using Neural Nets",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "XIV: 782-799",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138147"}

@inproceedings{bb142190,
        AUTHOR = "Dutta, U.K. and Chandra Sekhar, C.",
        TITLE = "Subspace Segmentation Based Metric Learning",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "1623-1627",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138148"}

@inproceedings{bb142191,
        AUTHOR = "Fang, Y. and Zheng, Y.",
        TITLE = "Metric learning based on attribute hypergraph",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "3440-3444",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138149"}

@inproceedings{bb142192,
        AUTHOR = "Yuan, Y.H. and Yang, K.Y. and Zhang, C.",
        TITLE = "Hard-Aware Deeply Cascaded Embedding",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "814-823",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138150"}

@inproceedings{bb142193,
        AUTHOR = "Movshovitz Attias, Y. and Toshev, A. and Leung, T.K. and Ioffe, S. and Singh, S.",
        TITLE = "No Fuss Distance Metric Learning Using Proxies",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "360-368",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138151"}

@inproceedings{bb142194,
        AUTHOR = "Law, M.T. and Yu, Y. and Urtasun, R. and Zemel, R.S. and Xing, E.P.",
        TITLE = "Efficient Multiple Instance Metric Learning Using Weakly Supervised
Data",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "5948-5956",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138152"}

@inproceedings{bb142195,
        AUTHOR = "Zhang, H. and Patel, V.M. and Chellappa, R.",
        TITLE = "Hierarchical Multimodal Metric Learning for Multimodal Classification",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "2925-2933",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138153"}

@inproceedings{bb142196,
        AUTHOR = "Di, X. and Patel, V.M.",
        TITLE = "Large Margin Multi-Modal Triplet Metric Learning",
        BOOKTITLE = FG17,
        YEAR = "2017",
        PAGES = "370-377",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138154"}

@inproceedings{bb142197,
        AUTHOR = "Hernandez Duran, M. and Plasencia Calana, Y. and Mendez Vazquez, H.",
        TITLE = "Metric Learning in the Dissimilarity Space to Improve Low-Resolution
Face Recognition",
        BOOKTITLE = CIARP16,
        YEAR = "2016",
        PAGES = "217-224",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138155"}

@inproceedings{bb142198,
        AUTHOR = "Gonzalez, H. and Morell, C. and Ferri, F.J.",
        TITLE = "Improving Nearest Neighbor Based Multi-target Prediction Through Metric
Learning",
        BOOKTITLE = CIARP16,
        YEAR = "2016",
        PAGES = "368-376",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138156"}

@inproceedings{bb142199,
        AUTHOR = "Zantedeschi, V. and Emonet, R. and Sebban, M.",
        TITLE = "Metric Learning as Convex Combinations of Local Models with
Generalization Guarantees",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "1478-1486",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138157"}