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        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#TT107833"}

@article{bb111558,
        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#TT107834"}

@article{bb111559,
        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#TT107835"}

@article{bb111560,
        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#TT107836"}

@article{bb111561,
        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#TT107837"}

@article{bb111562,
        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#TT107838"}

@inproceedings{bb111563,
        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#TT107839"}

@inproceedings{bb111564,
        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#TT107840"}

@article{bb111565,
        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#TT107841"}

@article{bb111566,
        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#TT107842"}

@article{bb111567,
        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#TT107843"}

@article{bb111568,
        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#TT107844"}

@article{bb111569,
        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#TT107845"}

@article{bb111570,
        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#TT107846"}

@article{bb111571,
        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#TT107847"}

@article{bb111572,
        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#TT107848"}

@article{bb111573,
        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#TT107849"}

@inproceedings{bb111574,
        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#TT107850"}

@article{bb111575,
        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#TT107851"}

@article{bb111576,
        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#TT107852"}

@article{bb111577,
        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#TT107853"}

@article{bb111578,
        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#TT107854"}

@article{bb111579,
        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#TT107855"}

@inproceedings{bb111580,
        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#TT107855"}

@inproceedings{bb111581,
        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#TT107856"}

@inproceedings{bb111582,
        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#TT107857"}

@article{bb111583,
        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#TT107858"}

@article{bb111584,
        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#TT107859"}

@article{bb111585,
        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#TT107860"}

@inproceedings{bb111586,
        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#TT107861"}

@article{bb111587,
        AUTHOR = "Milbich, T. and Roth, K. and Brattoli, B. and Ommer, B.",
        TITLE = "Sharing Matters for Generalization in Deep Metric Learning",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "416-427",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT107862"}

@article{bb111588,
        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#TT107863"}

@inproceedings{bb111589,
        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,
        YEAR = "2021",
        PAGES = "2878-2882",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT107864"}

@inproceedings{bb111590,
        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#TT107865"}

@inproceedings{bb111591,
        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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        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "774-778",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT107866"}

@inproceedings{bb111592,
        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#TT107867"}

@inproceedings{bb111593,
        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
Learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "13994-14003",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT107868"}

@inproceedings{bb111594,
        AUTHOR = "Duan, J. 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#TT107869"}

@inproceedings{bb111595,
        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#TT107870"}

@inproceedings{bb111596,
        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
Selection",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "6807-6816",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT107871"}

@inproceedings{bb111597,
        AUTHOR = "Sun, Y. and Zhu, Y. and Zhang, Y. and Zheng, P.K. and Qiu, X. and Zhang, C. and Wei, Y.",
        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#TT107872"}

@inproceedings{bb111598,
        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#TT107873"}

@inproceedings{bb111599,
        AUTHOR = "Zheng, W.Z. and Wang, C.K. and Lu, J.W. and Zhou, J.",
        TITLE = "Deep Compositional Metric Learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
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Last update:Jan 13, 2022 at 22:02:22