@article{bb109100,
        AUTHOR = "Faraki, M. and Harandi, M.T. and Porikli, F.M.",
        TITLE = "No fuss metric learning, a Hilbert space scenario",
        JOURNAL = PRL,
        VOLUME = "98",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "83-89",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105410"}

@article{bb109101,
        AUTHOR = "Zhang, Z. and Crawford, M.M.",
        TITLE = "A Batch-Mode Regularized Multimetric Active Learning Framework for
Classification of Hyperspectral Images",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "6594-6609",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105411"}

@article{bb109102,
        AUTHOR = "Lu, J.W. and Hu, J.L. and Zhou, J.",
        TITLE = "Deep Metric Learning for Visual Understanding: An Overview of Recent
Advances",
        JOURNAL = SPMag,
        VOLUME = "34",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "November",
        PAGES = "76-84",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105412"}

@article{bb109103,
        AUTHOR = "Noh, Y.K. and Zhang, B.T. and Lee, D.D.",
        TITLE = "Generative Local Metric Learning for Nearest Neighbor Classification",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "106-118",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105413"}

@article{bb109104,
        AUTHOR = "Lu, J.W. and Wang, R.P. and Mian, A. and Kumar, A. and Sarkar, S.",
        TITLE = "Distance metric learning for pattern recognition",
        JOURNAL = PR,
        VOLUME = "75",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "1-3",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105414"}

@article{bb109105,
        AUTHOR = "Liang, J.Q. and Hu, Q.H. and Zhu, P.F. and Wang, W.",
        TITLE = "Efficient multi-modal geometric mean metric learning",
        JOURNAL = PR,
        VOLUME = "75",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "188-198",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105415"}

@article{bb109106,
        AUTHOR = "Li, J.H. and Wang, C.D. and Li, P.Z. and Lai, J.H.",
        TITLE = "Discriminative metric learning for multi-view graph partitioning",
        JOURNAL = PR,
        VOLUME = "75",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "199-213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105416"}

@article{bb109107,
        AUTHOR = "Zhai, D.M. and Liu, X.M. and Chang, H. and Zhen, Y. and Chen, X.L. and Guo, M. and Gao, W.",
        TITLE = "Parametric Local Multiview Hamming Distance Metric Learning",
        JOURNAL = PR,
        VOLUME = "75",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "250-262",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105417"}

@article{bb109108,
        AUTHOR = "Li, W.B. and Gao, Y. and Wang, L. and Zhou, L.P. and Huo, J. and Shi, Y.H.",
        TITLE = "OPML: A one-pass closed-form solution for online metric learning",
        JOURNAL = PR,
        VOLUME = "75",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "302-314",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105418"}

@article{bb109109,
        AUTHOR = "Bohne, J. and Ying, Y.M. and Gentric, S. and Pontil, M.",
        TITLE = "Learning local metrics from pairwise similarity data",
        JOURNAL = PR,
        VOLUME = "75",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "315-326",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105419"}

@inproceedings{bb109110,
        AUTHOR = "Bohne, J. and Ying, Y.M. and Gentric, S. and Pontil, M.",
        TITLE = "Large Margin Local Metric Learning",
        BOOKTITLE = ECCV14,
        YEAR = "2014",
        PAGES = "II: 679-694",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105420"}

@article{bb109111,
        AUTHOR = "Gong, Z. and Zhong, P. and Yu, Y. and Hu, W.",
        TITLE = "Diversity-Promoting Deep Structural Metric Learning for Remote
Sensing Scene Classification",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "371-390",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105421"}

@article{bb109112,
        AUTHOR = "Wang, D. and Tan, X.",
        TITLE = "Robust Distance Metric Learning via Bayesian Inference",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1542-1553",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105422"}

@article{bb109113,
        AUTHOR = "Sui, X.P.L. and Xu, L. and Qian, X.N. and Liu, T.",
        TITLE = "Convex clustering with metric learning",
        JOURNAL = PR,
        VOLUME = "81",
        YEAR = "2018",
        PAGES = "575-584",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105423"}

@article{bb109114,
        AUTHOR = "Nguyen, B. and de Baets, B.",
        TITLE = "An approach to supervised distance metric learning based on
difference of convex functions programming",
        JOURNAL = PR,
        VOLUME = "81",
        YEAR = "2018",
        PAGES = "562-574",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105424"}

@article{bb109115,
        AUTHOR = "Lv, X.M. and Duan, F.J.",
        TITLE = "Metric learning via feature weighting for scalable image retrieval",
        JOURNAL = PRL,
        VOLUME = "109",
        YEAR = "2018",
        PAGES = "97-102",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105425"}

@article{bb109116,
        AUTHOR = "Zhong, G. and Zheng, Y. and Li, S. and Fu, Y.",
        TITLE = "SLMOML: Online Metric Learning With Global Convergence",
        JOURNAL = CirSysVideo,
        VOLUME = "28",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2460-2472",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105426"}

@article{bb109117,
        AUTHOR = "Han, J. and Cheng, G. and Li, Z. and Zhang, D.",
        TITLE = "A Unified Metric Learning-Based Framework for Co-Saliency Detection",
        JOURNAL = CirSysVideo,
        VOLUME = "28",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2473-2483",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105427"}

@article{bb109118,
        AUTHOR = "Duan, Y. and Lu, J. and Feng, J. and Zhou, J.",
        TITLE = "Deep Localized Metric Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "28",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2644-2656",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105428"}

@article{bb109119,
        AUTHOR = "Tian, Q. and Chen, S.C. and Ma, T.",
        TITLE = "Ordinal space projection learning via neighbor classes representation",
        JOURNAL = CVIU,
        VOLUME = "174",
        YEAR = "2018",
        PAGES = "24-32",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105429"}

@article{bb109120,
        AUTHOR = "Liu, W.W. and Xu, D. and Tsang, I.W. and Zhang, W.J.",
        TITLE = "Metric Learning for Multi-Output Tasks",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "408-422",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105430"}

@article{bb109121,
        AUTHOR = "Chen, X. and He, L. and Xu, C. and Liu, J.",
        TITLE = "Distance-Dependent Metric Learning",
        JOURNAL = SPLetters,
        VOLUME = "26",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "357-361",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105431"}

@article{bb109122,
        AUTHOR = "Ren, C.X. and Li, J.Z. and Ge, P.F. and Xu, X.L.",
        TITLE = "Deep metric learning via subtype fuzzy clustering",
        JOURNAL = PR,
        VOLUME = "90",
        YEAR = "2019",
        PAGES = "210-219",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105432"}

@article{bb109123,
        AUTHOR = "Zhe, X.F. and Chen, S.F. and Yan, H.",
        TITLE = "Directional statistics-based deep metric learning for image
classification and retrieval",
        JOURNAL = PR,
        VOLUME = "93",
        YEAR = "2019",
        PAGES = "113-123",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105433"}

@article{bb109124,
        AUTHOR = "Rivero, R. and Onuma, Y. and Kato, T.",
        TITLE = "Threshold Auto-Tuning Metric Learning",
        JOURNAL = IEICE,
        VOLUME = "E102-D",
        YEAR = "2019",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1163-1170",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105434"}

@article{bb109125,
        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",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "Sep",
        PAGES = "4299-4312",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105435"}

@article{bb109126,
        AUTHOR = "Wu, Y. and Wang, S. and Huang, Q.",
        TITLE = "Online Fast Adaptive Low-Rank Similarity Learning for Cross-Modal
Retrieval",
        JOURNAL = MultMed,
        VOLUME = "22",
        YEAR = "2020",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1310-1322",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105436"}

@article{bb109127,
        AUTHOR = "Taheri, M. and Moslehi, Z. and Mirzaei, A. and Safayani, M.",
        TITLE = "A self-adaptive local metric learning method for classification",
        JOURNAL = PR,
        VOLUME = "96",
        YEAR = "2019",
        PAGES = "106994",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105437"}

@article{bb109128,
        AUTHOR = "Zheng, Y. and Fan, J. and Zhang, J. and Gao, X.",
        TITLE = "Exploiting Related and Unrelated Tasks for Hierarchical Metric
Learning and Image Classification",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        NUMBER = "1",
        PAGES = "883-896",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105438"}

@article{bb109129,
        AUTHOR = "Kan, S.C. and Zhang, L. and He, Z.H. and Cen, Y.G. and Chen, S.M. and Zhou, J.",
        TITLE = "Metric learning-based kernel transformer with triplets and label
constraints for feature fusion",
        JOURNAL = PR,
        VOLUME = "99",
        YEAR = "2020",
        PAGES = "107086",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105439"}

@article{bb109130,
        AUTHOR = "Duan, Y. and Lu, J. and Zheng, W. and Zhou, J.",
        TITLE = "Deep Adversarial Metric Learning",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "2037-2051",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105440"}

@article{bb109131,
        AUTHOR = "Yun, M.S. and Nam, W.J. and Lee, S.W.",
        TITLE = "Coarse-to-Fine Deep Metric Learning for Remote Sensing Image
Retrieval",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "2",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105441"}

@article{bb109132,
        AUTHOR = "Zhao, H.W. and Yuan, L. and Zhao, H.",
        TITLE = "Similarity Retention Loss (SRL) Based on Deep Metric Learning for
Remote Sensing Image Retrieval",
        JOURNAL = IJGI,
        VOLUME = "9",
        YEAR = "2020",
        NUMBER = "2",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105442"}

@article{bb109133,
        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,
        VOLUME = "42",
        YEAR = "2020",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1279-1285",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105443"}

@article{bb109134,
        AUTHOR = "Li, Y. and Yao, T. and Pan, Y. and Chao, H. and Mei, T.",
        TITLE = "Deep Metric Learning With Density Adaptivity",
        JOURNAL = MultMed,
        VOLUME = "22",
        YEAR = "2020",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1285-1297",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105444"}

@article{bb109135,
        AUTHOR = "Yu, J. and Hu, C.H. and Jing, X.Y. and Feng, Y.J.",
        TITLE = "Deep metric learning with dynamic margin hard sampling loss for face
verification",
        JOURNAL = SIViP,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "4",
        MONTH = "June",
        PAGES = "791-798",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105445"}

@article{bb109136,
        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",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2394-2397",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105446"}

@article{bb109137,
        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#TT105447"}

@article{bb109138,
        AUTHOR = "Levada, A.L.M.",
        TITLE = "Parametric PCA for unsupervised metric learning",
        JOURNAL = PRL,
        VOLUME = "135",
        YEAR = "2020",
        PAGES = "425-430",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105448"}

@article{bb109139,
        AUTHOR = "Jacob, P. and Picard, D. and Histace, A. and Klein, E.",
        TITLE = "DIABLO: Dictionary-based attention block for deep metric learning",
        JOURNAL = PRL,
        VOLUME = "135",
        YEAR = "2020",
        PAGES = "99-105",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105449"}

@inproceedings{bb109140,
        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#TT105450"}

@inproceedings{bb109141,
        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#TT105451"}

@article{bb109142,
        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",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "16",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105452"}

@article{bb109143,
        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#TT105453"}

@article{bb109144,
        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#TT105454"}

@article{bb109145,
        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#TT105455"}

@article{bb109146,
        AUTHOR = "Kim, D.H. and Song, B.C.",
        TITLE = "Virtual sample-based deep metric learning using discriminant analysis",
        JOURNAL = PR,
        VOLUME = "110",
        YEAR = "2021",
        PAGES = "107643",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105456"}

@article{bb109147,
        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#TT105457"}

@article{bb109148,
        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#TT105458"}

@article{bb109149,
        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#TT105459"}

@article{bb109150,
        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#TT105460"}

@inproceedings{bb109151,
        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#TT105461"}

@article{bb109152,
        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#TT105462"}

@article{bb109153,
        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#TT105463"}

@article{bb109154,
        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#TT105464"}

@article{bb109155,
        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#TT105465"}

@article{bb109156,
        AUTHOR = "Zheng, W.Z. and Lu, J.W. and Zhou, J.",
        TITLE = "Hardness-Aware Deep Metric Learning",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3214-3228",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105466"}

@inproceedings{bb109157,
        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#TT105466"}

@inproceedings{bb109158,
        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#TT105467"}

@inproceedings{bb109159,
        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#TT105468"}

@article{bb109160,
        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#TT105469"}

@article{bb109161,
        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#TT105470"}

@inproceedings{bb109162,
        AUTHOR = "Roig, C. and Varas, D. and Masuda, I. and Riveiro, J.C. and Bou Balust, E.",
        TITLE = "Generalized Local Attention Pooling for Deep Metric Learning",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9951-9958",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105471"}

@inproceedings{bb109163,
        AUTHOR = "Ren, L. and Li, K. and Wang, L. and Hua, K.",
        TITLE = "Beyond the Deep Metric Learning: Enhance the Cross-Modal Matching
with Adversarial Discriminative Domain Regularization",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "10165-10172",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105472"}

@inproceedings{bb109164,
        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#TT105473"}

@inproceedings{bb109165,
        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#TT105474"}

@inproceedings{bb109166,
        AUTHOR = "Li, Y. and Kan, S.C. and He, Z.H.",
        TITLE = "Unsupervised Deep Metric Learning with Transformed Attention
Consistency and Contrastive Clustering Loss",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XI:141-157",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105475"}

@inproceedings{bb109167,
        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#TT105476"}

@inproceedings{bb109168,
        AUTHOR = "Qi, Q. and Yan, Y. and Wu, Z. and Wang, X.Y. and Yang, T.B.",
        TITLE = "A Simple and Effective Framework for Pairwise Deep Metric Learning",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXVII:375-391",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105477"}

@inproceedings{bb109169,
        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#TT105478"}

@inproceedings{bb109170,
        AUTHOR = "Zhu, Y. and Bai, Y. and Wei, Y.C.",
        TITLE = "Spherical Feature Transform for Deep Metric Learning",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XIX:420-436",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105479"}

@inproceedings{bb109171,
        AUTHOR = "Elezi, I. and Vascon, S. and Torcinovich, A. and Pelillo, M. and Leal Taixe, L.",
        TITLE = "The Group Loss for Deep Metric Learning",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "VII:277-294",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105480"}

@inproceedings{bb109172,
        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#TT105481"}

@inproceedings{bb109173,
        AUTHOR = "Milbich, T. and Roth, K. and Bharadhwaj, H. and Sinha, S. and Bengio, Y. and Ommer, B. and Cohen, J.P.",
        TITLE = "Diva: Diverse Visual Feature Aggregation for Deep Metric Learning",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "VIII:590-607",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105482"}

@inproceedings{bb109174,
        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#TT105483"}

@inproceedings{bb109175,
        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#TT105484"}

@inproceedings{bb109176,
        AUTHOR = "Wei, J. and Xu, X. and Yang, Y. and Ji, Y. 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#TT105485"}

@inproceedings{bb109177,
        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#TT105486"}

@inproceedings{bb109178,
        AUTHOR = "Mohan, D.D. and Sankaran, N. and Fedorishin, D. and Setlur, S. and Govindaraju, V.",
        TITLE = "Moving in the Right Direction:
A Regularization for Deep Metric Learning",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "14579-14587",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105487"}

@inproceedings{bb109179,
        AUTHOR = "Kim, S. and Kim, D. and Cho, M. and Kwak, S.",
        TITLE = "Proxy Anchor Loss for Deep Metric Learning",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "3235-3244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105488"}

@inproceedings{bb109180,
        AUTHOR = "Zheng, W. and Lu, J. and Zhou, J.",
        TITLE = "Deep Metric Learning via Adaptive Learnable Assessment",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "2957-2966",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105489"}

@inproceedings{bb109181,
        AUTHOR = "Ko, B. and Gu, G.",
        TITLE = "Embedding Expansion: Augmentation in Embedding Space for Deep Metric
Learning",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "7253-7262",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105490"}

@inproceedings{bb109182,
        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#TT105491"}

@inproceedings{bb109183,
        AUTHOR = "Zhao, X. and Qi, H. and Luo, R. and Davis, L.",
        TITLE = "A Weakly Supervised Adaptive Triplet Loss for Deep Metric Learning",
        BOOKTITLE = Fashion19,
        YEAR = "2019",
        PAGES = "3177-3180",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105492"}

@inproceedings{bb109184,
        AUTHOR = "Qian, Q. and Shang, L. and Sun, B. and Hu, J. and Tacoma, T. and Li, H. and Jin, R.",
        TITLE = "SoftTriple Loss: Deep Metric Learning Without Triplet Sampling",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "6449-6457",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105493"}

@inproceedings{bb109185,
        AUTHOR = "Yu, B. and Tao, D.",
        TITLE = "Deep Metric Learning With Tuplet Margin Loss",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "6489-6498",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105494"}

@inproceedings{bb109186,
        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#TT105495"}

@inproceedings{bb109187,
        AUTHOR = "Chen, G. and Zhang, T. and Lu, J. and Zhou, J.",
        TITLE = "Deep Meta Metric Learning",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "9546-9555",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105496"}

@inproceedings{bb109188,
        AUTHOR = "Xu, X. and Yang, Y.H. and Deng, C. and Zheng, F.",
        TITLE = "Deep Asymmetric Metric Learning via Rich Relationship Mining",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "4071-4080",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105497"}

@inproceedings{bb109189,
        AUTHOR = "Wang, X. and Han, X.T. and Huang, W. and Dong, D. and Scott, M.R.",
        TITLE = "Multi-Similarity Loss With General Pair Weighting for Deep Metric
Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "5017-5025",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105498"}

@inproceedings{bb109190,
        AUTHOR = "Karlinsky, L. and Shtok, J. and Harary, S. and Schwartz, E. and Aides, A. and Feris, R. 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#TT105499"}

@inproceedings{bb109191,
        AUTHOR = "Wang, X.S. and Hua, Y. and Kodirov, E. and Hu, G.S. and Garnier, R. and Robertson, N.M.",
        TITLE = "Ranked List Loss for Deep Metric Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "5202-5211",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105500"}

@inproceedings{bb109192,
        AUTHOR = "Suh, Y.M. and Han, B.H. and Kim, W.S. and Lee, K.M.",
        TITLE = "Stochastic Class-Based Hard Example Mining for Deep Metric Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7244-7252",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105501"}

@inproceedings{bb109193,
        AUTHOR = "Landrieu, L. and Boussaha, M.",
        TITLE = "Point Cloud Oversegmentation With Graph-Structured Deep Metric Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7432-7441",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105502"}

@inproceedings{bb109194,
        AUTHOR = "Do, T.T. and Tran, T. and Reid, I.D. and Kumar, V. and Hoang, T. and Carneiro, G.",
        TITLE = "A Theoretically Sound Upper Bound on the Triplet Loss for Improving the
Efficiency of Deep Distance Metric Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "10396-10405",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105503"}

@inproceedings{bb109195,
        AUTHOR = "Cakir, F. and He, K. and Xia, X. and Kulis, B. and Sclaroff, S.",
        TITLE = "Deep Metric Learning to Rank",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "1861-1870",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105504"}

@inproceedings{bb109196,
        AUTHOR = "Kim, S.Y. and Seo, M. and Laptev, I. and Cho, M. and Kwak, S.",
        TITLE = "Deep Metric Learning Beyond Binary Supervision",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "2283-2292",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105505"}

@inproceedings{bb109197,
        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#TT105506"}

@inproceedings{bb109198,
        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#TT105507"}

@inproceedings{bb109199,
        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#TT105508"}

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