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        TITLE = "Deep metric learning with dynamic margin hard sampling loss for face
verification",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111257"}

@article{bb115001,
        AUTHOR = "Feng, Y.J. and Wu, F. and Ji, Y. and Jing, X.Y. and Yu, J.",
        TITLE = "Deep Metric Learning with Triplet-Margin-Center Loss for Sketch Face
Recognition",
        JOURNAL = IEICE,
        VOLUME = "E103-D",
        YEAR = "2020",
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        MONTH = "November",
        PAGES = "2394-2397",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111258"}

@article{bb115002,
        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,
        VOLUME = "E103-D",
        YEAR = "2020",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1406-1413",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111259"}

@article{bb115003,
        AUTHOR = "Levada, A.L.M.",
        TITLE = "Parametric PCA for unsupervised metric learning",
        JOURNAL = PRL,
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        YEAR = "2020",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111260"}

@article{bb115004,
        AUTHOR = "Jacob, P. and Picard, D. and Histace, A. and Klein, E.",
        TITLE = "DIABLO: Dictionary-based attention block for deep metric learning",
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        VOLUME = "135",
        YEAR = "2020",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111261"}

@inproceedings{bb115005,
        AUTHOR = "Jacob, P. and Picard, D. and Histace, A. and Klein, E.",
        TITLE = "Metric Learning With HORDE:
High-Order Regularizer for Deep Embeddings",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "6538-6547",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111262"}

@inproceedings{bb115006,
        AUTHOR = "Jacob, P. and Picard, D. and Histace, A. and Klein, E.",
        TITLE = "Efficient Codebook and Factorization for Second Order Representation
Learning",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "849-853",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111263"}

@article{bb115007,
        AUTHOR = "Kang, J. and Fernandez Beltran, R. and Ye, Z. and Tong, X.H. and Ghamisi, P. and Plaza, A.",
        TITLE = "High-Rankness Regularized Semi-Supervised Deep Metric Learning for
Remote Sensing Imagery",
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        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "16",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111264"}

@article{bb115008,
        AUTHOR = "Han, H. and Zhou, M.C. and Zhang, Y.J.",
        TITLE = "Can Virtual Samples Solve Small Sample Size Problem of KISSME in
Pedestrian Re-Identification of Smart Transportation?",
        JOURNAL = ITS,
        VOLUME = "21",
        YEAR = "2020",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3766-3776",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111265"}

@article{bb115009,
        AUTHOR = "Manandhar, D. and Bastan, M. and Yap, K.H.",
        TITLE = "Semantic granularity metric learning for visual search",
        JOURNAL = JVCIR,
        VOLUME = "72",
        YEAR = "2020",
        PAGES = "102871",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111266"}

@article{bb115010,
        AUTHOR = "Connor, R. and Dearle, A. and Mic, V. and Zezula, P.",
        TITLE = "On the application of convex transforms to metric search",
        JOURNAL = PRL,
        VOLUME = "138",
        YEAR = "2020",
        PAGES = "563-570",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111267"}

@article{bb115011,
        AUTHOR = "Kim, D.H. and Song, B.C.",
        TITLE = "Virtual sample-based deep metric learning using discriminant analysis",
        JOURNAL = PR,
        VOLUME = "110",
        YEAR = "2021",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111268"}

@article{bb115012,
        AUTHOR = "Wang, Y.B. and Zhang, L.Q. and Nie, F.P. and Li, X.G. and Chen, Z.J. and Wang, F.Q.",
        TITLE = "WeGAN: Deep Image Hashing With Weighted Generative Adversarial
Networks",
        JOURNAL = MultMed,
        VOLUME = "22",
        YEAR = "2020",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1458-1469",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111269"}

@article{bb115013,
        AUTHOR = "Cao, Y. and Wang, Y.B. and Peng, J.H. and Zhang, L.Q. and Xu, L.L. and Yan, K. and Li, L.H.",
        TITLE = "DML-GANR: Deep Metric Learning With Generative Adversarial Network
Regularization for High Spatial Resolution Remote Sensing Image
Retrieval",
        JOURNAL = GeoRS,
        VOLUME = "58",
        YEAR = "2020",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "8888-8904",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111270"}

@article{bb115014,
        AUTHOR = "Kang, J. and Fernandez Beltran, R. and Ye, Z. and Tong, X.H. and Ghamisi, P. and Plaza, A.",
        TITLE = "Deep Metric Learning Based on Scalable Neighborhood Components for
Remote Sensing Scene Characterization",
        JOURNAL = GeoRS,
        VOLUME = "58",
        YEAR = "2020",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "8905-8918",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111271"}

@article{bb115015,
        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,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "228-242",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111272"}

@inproceedings{bb115016,
        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",
        PAGES = "627-632",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111273"}

@article{bb115017,
        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",
        MONTH = "March",
        PAGES = "1091-1102",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111274"}

@article{bb115018,
        AUTHOR = "Kang, J. and Fernandez Beltran, R. and Duan, P.H. and Liu, S.C. and Plaza, A.J.",
        TITLE = "Deep Unsupervised Embedding for Remotely Sensed Images Based on
Spatially Augmented Momentum Contrast",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "2598-2610",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111275"}

@article{bb115019,
        AUTHOR = "Dong, Y. and Yang, C. and Zhang, Y.X.",
        TITLE = "Deep Metric Learning with Online Hard Mining for Hyperspectral
Classification",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "7",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111276"}

@article{bb115020,
        AUTHOR = "Mojoo, J. and Kurita, T.",
        TITLE = "Deep Metric Learning for Multi-Label and Multi-Object Image Retrieval",
        JOURNAL = IEICE,
        VOLUME = "E104-D",
        YEAR = "2021",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "873-880",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111277"}

@article{bb115021,
        AUTHOR = "Zheng, W.Z. and Lu, J.W. and Zhou, J.",
        TITLE = "Hardness-Aware Deep Metric Learning",
        JOURNAL = PAMI,
        VOLUME = "43",
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        NUMBER = "9",
        MONTH = "September",
        PAGES = "3214-3228",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111278"}

@inproceedings{bb115022,
        AUTHOR = "Zhou, J. and Lu, J.W. and Zheng, W.Z.",
        TITLE = "Hardness-Aware Deep Metric Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "72-81",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111278"}

@inproceedings{bb115023,
        AUTHOR = "Filax, M. and Ortmeier, F.",
        TITLE = "On the Influence of Viewpoint Change for Metric Learning",
        BOOKTITLE = MVA21,
        YEAR = "2021",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111279"}

@inproceedings{bb115024,
        AUTHOR = "Oi, H. and Kawakami, R. and Nacmura, T.",
        TITLE = "Analysis of Evaluation Metrics with the Distance between Positive
Pairs and Negative Pairs in Deep Metric Learning",
        BOOKTITLE = MVA21,
        YEAR = "2021",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111280"}

@article{bb115025,
        AUTHOR = "Cheng, Q. and Gan, D. and Fu, P. and Huang, H.Y. and Zhou, Y.",
        TITLE = "A Novel Ensemble Architecture of Residual Attention-Based Deep Metric
Learning for Remote Sensing Image Retrieval",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "17",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111281"}

@article{bb115026,
        AUTHOR = "Liang, C.H. and Zhao, W.L. and Chen, R.Q.",
        TITLE = "Dynamic sampling for deep metric learning",
        JOURNAL = PRL,
        VOLUME = "150",
        YEAR = "2021",
        PAGES = "49-56",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111282"}

@article{bb115027,
        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",
        JOURNAL = MultMed,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "3073-3084",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111283"}

@article{bb115028,
        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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        NUMBER = "10",
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        PAGES = "6534-6545",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111284"}

@inproceedings{bb115029,
        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,
        YEAR = "2020",
        PAGES = "13002-13011",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111285"}

@article{bb115030,
        AUTHOR = "Milbich, T. and Roth, K. and Brattoli, B. and Ommer, B.",
        TITLE = "Sharing Matters for Generalization in Deep Metric Learning",
        JOURNAL = PAMI,
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        YEAR = "2022",
        NUMBER = "1",
        MONTH = "January",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111286"}

@article{bb115031,
        AUTHOR = "Su, B. and Wu, Y.",
        TITLE = "Learning Meta-Distance for Sequences by Learning a Ground Metric via
Virtual Sequence Regression",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "286-301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111287"}

@article{bb115032,
        AUTHOR = "Fu, Z. and Mao, Z.D. and Yan, C.G. and Liu, A.A. and Xie, H.T. and Zhang, Y.D.",
        TITLE = "Self-Supervised Synthesis Ranking for Deep Metric Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4736-4750",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111288"}

@article{bb115033,
        AUTHOR = "Kim, D.H. and Song, B.C.",
        TITLE = "Deep Metric Learning With Manifold Class Variability Analysis",
        JOURNAL = MultMed,
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        YEAR = "2022",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111289"}

@article{bb115034,
        AUTHOR = "Song, K. and Han, J.W. and Cheng, G. and Lu, J.W. and Nie, F.P.",
        TITLE = "Adaptive Neighborhood Metric Learning",
        JOURNAL = PAMI,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111290"}

@article{bb115035,
        AUTHOR = "Wang, Y.F. and Liu, P.P. and Lang, Y.J. and Zhou, Q.Z. and Shan, X.",
        TITLE = "Learnable dynamic margin in deep metric learning",
        JOURNAL = PR,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111291"}

@article{bb115036,
        AUTHOR = "Guo, X. and Wei, W. and Liang, J.Q. and Dang, C. and Liang, J.",
        TITLE = "Metric learning via perturbing hard-to-classify instances",
        JOURNAL = PR,
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@article{bb115037,
        AUTHOR = "Yang, C. and Cheung, G. and Hu, W.",
        TITLE = "Signed Graph Metric Learning via Gershgorin Disc Perfect Alignment",
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        NUMBER = "10",
        MONTH = "October",
        PAGES = "7219-7234",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111293"}

@inproceedings{bb115038,
        AUTHOR = "Levi, E. and Xiao, T. and Wang, X.L. and Darrell, T.J.",
        TITLE = "Rethinking preventing class-collapsing in metric learning with
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        BOOKTITLE = ICCV21,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111294"}

@inproceedings{bb115039,
        AUTHOR = "Ko, B. and Gu, G. and Kim, H.G.",
        TITLE = "Learning with Memory-based Virtual Classes for Deep Metric Learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111295"}

@inproceedings{bb115040,
        AUTHOR = "Zheng, W.Z. and Zhang, B. and Lu, J.W. and Zhou, J.",
        TITLE = "Deep Relational Metric Learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111296"}

@inproceedings{bb115041,
        AUTHOR = "Zhao, W.L. and Rao, Y.M. and Wang, Z. and Lu, J.W. and Zhou, J.",
        TITLE = "Towards Interpretable Deep Metric Learning with Structural Matching",
        BOOKTITLE = ICCV21,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111297"}

@inproceedings{bb115042,
        AUTHOR = "Dai, M.Y. and Hang, H.B.",
        TITLE = "Manifold Matching via Deep Metric Learning for Generative Modeling",
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@inproceedings{bb115043,
        AUTHOR = "Vasudeva, B. and Deora, P. and Bhattacharya, S. and Pal, U. and Chanda, S.",
        TITLE = "LoOp: Looking for Optimal Hard Negative Embeddings for Deep Metric
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        YEAR = "2021",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111299"}

@inproceedings{bb115044,
        AUTHOR = "Cen, J. and Yun, P. and Cai, J. and Wang, M.Y. and Liu, M.",
        TITLE = "Deep Metric Learning for Open World Semantic Segmentation",
        BOOKTITLE = ICCV21,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111300"}

@inproceedings{bb115045,
        AUTHOR = "Ebrahimpour, M.K. and Qian, G. and Beach, A.",
        TITLE = "Multi-Head Deep Metric Learning Using Global and Local
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        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "1340-1349",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111301"}

@inproceedings{bb115046,
        AUTHOR = "Liu, Z.H. and Song, L. and Hu, X. and Wang, H.Q.",
        TITLE = "Margin Loss Based on Adaptive Metric for Image Recognition",
        BOOKTITLE = ICIP21,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111302"}

@inproceedings{bb115047,
        AUTHOR = "Katsumata, K. and Kishida, I. and Amma, A. and Nakayama, H.",
        TITLE = "Open-Set Domain Generalization via Metric Learning",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111303"}

@inproceedings{bb115048,
        AUTHOR = "Zhu, M. and Liu, B.D. and Liu, W.F. and Zhang, K. and Li, Y. and Lu, X.P.",
        TITLE = "Affine Non-Negative Collaborative Representation for Deep Metric
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT111304"}

@inproceedings{bb115049,
        AUTHOR = "Yan, J. and Luo, L. and Deng, C. and Huang, H.",
        TITLE = "Unsupervised Hyperbolic Metric Learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
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@inproceedings{bb115050,
        AUTHOR = "Kan, S.C. and Cen, Y.G. and Li, Y. and Mladenovic, V. and He, Z.H.",
        TITLE = "Relative Order Analysis and Optimization for Unsupervised Deep Metric
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        YEAR = "2021",
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@inproceedings{bb115051,
        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",
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@inproceedings{bb115052,
        AUTHOR = "Budnik, M. and Avrithis, Y.",
        TITLE = "Asymmetric metric learning for knowledge transfer",
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@inproceedings{bb115053,
        AUTHOR = "Liu, C. and Yu, H. and Li, B. and Shen, Z. and Gao, Z. and Ren, P.R. and Xie, X. and Cui, L. and Miao, C.Y.",
        TITLE = "Noise-resistant Deep Metric Learning with Ranking-based Instance
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@inproceedings{bb115054,
        AUTHOR = "Sun, Y. and Zhu, Y. and Zhang, Y. and Zheng, P.K. and Qiu, X. and Zhang, C. and Wei, Y.",
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@inproceedings{bb115055,
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@inproceedings{bb115056,
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@inproceedings{bb115057,
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@inproceedings{bb115062,
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@inproceedings{bb115064,
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@inproceedings{bb115069,
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@inproceedings{bb115071,
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@inproceedings{bb115072,
        AUTHOR = "Mohan, D.D. and Sankaran, N. and Fedorishin, D. and Setlur, S. and Govindaraju, V.",
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A Regularization for Deep Metric Learning",
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@inproceedings{bb115073,
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@inproceedings{bb115074,
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@inproceedings{bb115075,
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@inproceedings{bb115076,
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@inproceedings{bb115079,
        AUTHOR = "Xu, X. and Yang, Y.H. and Deng, C. and Zheng, F.",
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@inproceedings{bb115081,
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        TITLE = "RepMet: Representative-Based Metric Learning for Classification and
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@article{bb115082,
        AUTHOR = "Wang, X.S. and Hua, Y. and Kodirov, E. and Robertson, N.M.",
        TITLE = "Ranked List Loss for Deep Metric Learning",
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        YEAR = "2022",
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@inproceedings{bb115084,
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        TITLE = "Stochastic Class-Based Hard Example Mining for Deep Metric Learning",
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@inproceedings{bb115085,
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@inproceedings{bb115086,
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@inproceedings{bb115087,
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        TITLE = "Deep Metric Learning Beyond Binary Supervision",
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@inproceedings{bb115088,
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@inproceedings{bb115089,
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@inproceedings{bb115090,
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@inproceedings{bb115093,
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@inproceedings{bb115094,
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        PAGES = "7642-7651",
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@inproceedings{bb115095,
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@inproceedings{bb115096,
        AUTHOR = "Bi, Y. and Fant, B. and Wu, F.",
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@inproceedings{bb115097,
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@inproceedings{bb115098,
        AUTHOR = "Li, Y. and Lu, R.",
        TITLE = "Riemannian Metric Learning based on Curvature Flow",
        BOOKTITLE = ICPR18,
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@inproceedings{bb115099,
        AUTHOR = "Wang, Z. and Shi, B. and Smith, C.D. and Liu, J.",
        TITLE = "Nonlinear Metric Learning through Geodesic Interpolation within Lie
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