@article{bb126800,
        AUTHOR = "Yan, J. and Wei, W. and Guo, X. and Dang, C.Y. and Liang, J.",
        TITLE = "A bi-level metric learning framework via self-paced learning
weighting",
        JOURNAL = PR,
        VOLUME = "139",
        YEAR = "2023",
        PAGES = "109446",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122880"}

@article{bb126801,
        AUTHOR = "Wei, D. and Shen, X.B. and Sun, Q.S. and Gao, X. and Ren, Z.W.",
        TITLE = "Sparse Representation Classifier Guided Grassmann Reconstruction
Metric Learning With Applications to Image Set Analysis",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "4307-4322",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122881"}

@article{bb126802,
        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
softmax loss",
        JOURNAL = IVC,
        VOLUME = "140",
        YEAR = "2023",
        PAGES = "104860",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122882"}

@article{bb126803,
        AUTHOR = "Mao, Q. and Ma, S.W.",
        TITLE = "Enhancing Style-Guided Image-to-Image Translation via Self-Supervised
Metric Learning",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "8511-8526",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122883"}

@article{bb126804,
        AUTHOR = "Wang, X.X. and Jiang, B. and Wang, X. and Tang, J.H. and Luo, B.",
        TITLE = "Rethinking Batch Sample Relationships for Data Representation:
A Batch-Graph Transformer Based Approach",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "1578-1588",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122884"}

@inproceedings{bb126805,
        AUTHOR = "Gurbuz, Y.Z. and ?ener, 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#TT122885"}

@inproceedings{bb126806,
        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#TT122886"}

@inproceedings{bb126807,
        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#TT122887"}

@inproceedings{bb126808,
        AUTHOR = "Kim, S. and Jeong, B. and Kwak, S.",
        TITLE = "HIER: Metric Learning Beyond Class Labels via Hierarchical
Regularization",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "19903-19912",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122888"}

@inproceedings{bb126809,
        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#TT122889"}

@inproceedings{bb126810,
        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#TT122890"}

@inproceedings{bb126811,
        AUTHOR = "Li, D. and Chen, S.C.",
        TITLE = "A Novel Splitting Criterion Inspired by Geometric Mean Metric
Learning for Decision Tree",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "4808-4814",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122891"}

@inproceedings{bb126812,
        AUTHOR = "Zheng, W.Z. and Huang, Y. and Zhang, B. and Zhou, J. and Lu, J.W.",
        TITLE = "Dynamic Metric Learning with Cross-Level Concept Distillation",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXIV:197-213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122892"}

@inproceedings{bb126813,
        AUTHOR = "Wang, M. and Yang, C. and Xu, Y.",
        TITLE = "Posterior Refinement on Metric Matrix Improves Generalization Bound in
Metric Learning",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXVI:203-218",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122893"}

@inproceedings{bb126814,
        AUTHOR = "Cheng, C.S. and Shao, H.C.A. and Lin, C.W.",
        TITLE = "Task-Aware Few-Shot Visual Classification with Improved
Self-Supervised Metric Learning",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "3531-3535",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122894"}

@inproceedings{bb126815,
        AUTHOR = "Jose, A. and Mei, Q. and Eschweiler, D. and Laube, I. and Stegmaier, J.",
        TITLE = "Linear Discriminant Analysis Metric Learning Using Siamese Neural
Networks",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "3641-3645",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122895"}

@inproceedings{bb126816,
        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#TT122896"}

@inproceedings{bb126817,
        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#TT122897"}

@inproceedings{bb126818,
        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#TT122898"}

@inproceedings{bb126819,
        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#TT122899"}

@inproceedings{bb126820,
        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#TT122900"}

@inproceedings{bb126821,
        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#TT122901"}

@inproceedings{bb126822,
        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#TT122902"}

@inproceedings{bb126823,
        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#TT122903"}

@inproceedings{bb126824,
        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#TT122904"}

@inproceedings{bb126825,
        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#TT122905"}

@inproceedings{bb126826,
        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#TT122906"}

@inproceedings{bb126827,
        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#TT122907"}

@inproceedings{bb126828,
        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#TT122908"}

@inproceedings{bb126829,
        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#TT122909"}

@inproceedings{bb126830,
        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#TT122910"}

@inproceedings{bb126831,
        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#TT122911"}

@inproceedings{bb126832,
        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#TT122912"}

@inproceedings{bb126833,
        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#TT122913"}

@inproceedings{bb126834,
        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#TT122914"}

@inproceedings{bb126835,
        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#TT122915"}

@inproceedings{bb126836,
        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#TT122916"}

@inproceedings{bb126837,
        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#TT122917"}

@inproceedings{bb126838,
        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#TT122918"}

@inproceedings{bb126839,
        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#TT122919"}

@inproceedings{bb126840,
        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#TT122920"}

@inproceedings{bb126841,
        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#TT122921"}

@inproceedings{bb126842,
        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#TT122922"}

@inproceedings{bb126843,
        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#TT122923"}

@inproceedings{bb126844,
        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#TT122924"}

@inproceedings{bb126845,
        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#TT122925"}

@inproceedings{bb126846,
        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#TT122926"}

@inproceedings{bb126847,
        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#TT122927"}

@inproceedings{bb126848,
        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#TT122928"}

@inproceedings{bb126849,
        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#TT122929"}

@inproceedings{bb126850,
        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#TT122930"}

@inproceedings{bb126851,
        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#TT122931"}

@inproceedings{bb126852,
        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#TT122932"}

@inproceedings{bb126853,
        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#TT122933"}

@inproceedings{bb126854,
        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#TT122934"}

@inproceedings{bb126855,
        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#TT122935"}

@inproceedings{bb126856,
        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#TT122936"}

@inproceedings{bb126857,
        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#TT122937"}

@inproceedings{bb126858,
        AUTHOR = "Saxena, S. and Verbeek, J.J.",
        TITLE = "Coordinated Local Metric Learning",
        BOOKTITLE = ChaLearnDec15,
        YEAR = "2015",
        PAGES = "369-377",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122938"}

@inproceedings{bb126859,
        AUTHOR = "Shi, H.B. and Luo, Y. and Xu, C. and Wen, Y.G.",
        TITLE = "Manifold Regularized Transfer Distance Metric Learning",
        BOOKTITLE = BMVC15,
        YEAR = "2015",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122939"}

@inproceedings{bb126860,
        AUTHOR = "Bi, Y.H. and Fan, B. and Wu, F.C.",
        TITLE = "Beyond Mahalanobis metric: Cayley-Klein metric learning",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "2339-2347",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122940"}

@inproceedings{bb126861,
        AUTHOR = "Negrel, R. and Lechervy, A. and Jurie, F.",
        TITLE = "Boosted Metric Learning for Efficient Identity-Based Face Retrieval",
        BOOKTITLE = BMVC15,
        YEAR = "2015",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122941"}

@inproceedings{bb126862,
        AUTHOR = "Wang, Q.L. and Zuo, W.M. and Zhang, L. and Li, P.H.",
        TITLE = "Shrinkage Expansion Adaptive Metric Learning",
        BOOKTITLE = ECCV14,
        YEAR = "2014",
        PAGES = "VII: 456-471",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122942"}

@inproceedings{bb126863,
        AUTHOR = "Ebert, S. and Fritz, M. and Schiele, B.",
        TITLE = "Active Metric Learning for Object Recognition",
        BOOKTITLE = DAGM12,
        YEAR = "2012",
        PAGES = "327-336",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122943"}

@inproceedings{bb126864,
        AUTHOR = "Chen, X.L. and Tong, Z.F. and Liu, H.F. and Cai, D.",
        TITLE = "Metric learning with two-dimensional smoothness for visual analysis",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "2533-2538",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122944"}

@inproceedings{bb126865,
        AUTHOR = "Perez Suay, A. and Ferri, F.J. and Arevalillo Herraez, M. and Albert, J.V.",
        TITLE = "About Combining Metric Learning and Prototype Generation",
        BOOKTITLE = SSSPR14,
        YEAR = "2014",
        PAGES = "323-332",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122945"}

@inproceedings{bb126866,
        AUTHOR = "Perez Suay, A. and Ferri, F.J. and Albert, J.V.",
        TITLE = "An Online Metric Learning Approach through Margin Maximization",
        BOOKTITLE = IbPRIA11,
        YEAR = "2011",
        PAGES = "500-507",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122946"}

@inproceedings{bb126867,
        AUTHOR = "Perez Suay, A. and Ferri, F.J. and Albert, J.V.",
        TITLE = "A Random Extension for Discriminative Dimensionality Reduction and
Metric Learning",
        BOOKTITLE = IbPRIA09,
        YEAR = "2009",
        PAGES = "370-377",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122947"}

@inproceedings{bb126868,
        AUTHOR = "Perez Suay, A. and Ferri, F.J.",
        TITLE = "Online Metric Learning Methods Using Soft Margins and Least Squares
Formulations",
        BOOKTITLE = SSSPR12,
        YEAR = "2012",
        PAGES = "373-381",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122948"}

@inproceedings{bb126869,
        AUTHOR = "Perez Suay, A. and Ferri, F.J.",
        TITLE = "Scaling Up a Metric Learning Algorithm for Image Recognition and
Representation",
        BOOKTITLE = ISVC08,
        YEAR = "2008",
        PAGES = "II: 592-601",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122949"}

@inproceedings{bb126870,
        AUTHOR = "Liu, M. and Vemuri, B.C.",
        TITLE = "A Robust and Efficient Doubly Regularized Metric Learning Approach",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "IV: 646-659",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122950"}

@inproceedings{bb126871,
        AUTHOR = "Noh, S.",
        TITLE = "Chi^2 Metric learning for nearest neighbor classification and its
analysis",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "991-995",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122951"}

@inproceedings{bb126872,
        AUTHOR = "Chernoff, K. and Loog, M. and Nielsen, M.",
        TITLE = "Metric learning by directly minimizing the k-NN training error",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "1265-1268",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122952"}

@inproceedings{bb126873,
        AUTHOR = "Liu, Y.Q. and Caselles, V.",
        TITLE = "Improved Support Vector Machines with Distance Metric Learning",
        BOOKTITLE = ACIVS11,
        YEAR = "2011",
        PAGES = "82-91",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122953"}

@inproceedings{bb126874,
        AUTHOR = "Mohan, B.S.S. and Sekhar, C.C.",
        TITLE = "Class-Specific Mahalanobis Distance Metric Learning for Biological
Image Classification",
        BOOKTITLE = ICIAR12,
        YEAR = "2012",
        PAGES = "II: 240-248",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122954"}

@inproceedings{bb126875,
        AUTHOR = "Hua, Y. and Wang, S.H. and Zhao, Z.C. and Huang, Q.M. and Cai, A.N.",
        TITLE = "Cross modal metric learning with multi-level semantic relevance",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "3092-3096",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122955"}

@inproceedings{bb126876,
        AUTHOR = "Watanabe, K. and Wada, T.",
        TITLE = "Logistic Component Analysis for Fast Distance Metric Learning",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "1278-1282",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122956"}

@inproceedings{bb126877,
        AUTHOR = "Fang, C. and Xu, Y. and Rockmore, D.N.",
        TITLE = "Unbiased Metric Learning: On the Utilization of Multiple Datasets and
Web Images for Softening Bias",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
        PAGES = "1657-1664",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122957"}

@inproceedings{bb126878,
        AUTHOR = "Wang, S.H. and Jiang, S.Q. and Huang, Q.M. and Tian, Q.",
        TITLE = "Multi-feature metric learning with knowledge transfer among semantics
and social tagging",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "2240-2247",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122958"}

@inproceedings{bb126879,
        AUTHOR = "Kozakaya, T. and Ito, S. and Kubota, S.",
        TITLE = "Random ensemble metrics for object recognition",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
        PAGES = "1959-1966",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122959"}

@inproceedings{bb126880,
        AUTHOR = "Jian, B. and Vemuri, B.C.",
        TITLE = "Metric Learning Using Iwasawa Decomposition",
        BOOKTITLE = ICCV07,
        YEAR = "2007",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122960"}

@inproceedings{bb126881,
        AUTHOR = "Ye, J.P. and Zhao, Z. and Liu, H.",
        TITLE = "Adaptive Distance Metric Learning for Clustering",
        BOOKTITLE = CVPR07,
        YEAR = "2007",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT122961"}

@article{bb126882,
        AUTHOR = "Liong, V.E. and Lu, J. and Tan, Y.P. and Zhou, J.",
        TITLE = "Deep Coupled Metric Learning for Cross-Modal Matching",
        JOURNAL = MultMed,
        VOLUME = "19",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1234-1244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT122962"}

@article{bb126883,
        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/pattern605dml2.html#TT122963"}

@article{bb126884,
        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/pattern605dml2.html#TT122964"}

@article{bb126885,
        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/pattern605dml2.html#TT122965"}

@article{bb126886,
        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/pattern605dml2.html#TT122966"}

@article{bb126887,
        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/pattern605dml2.html#TT122967"}

@article{bb126888,
        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/pattern605dml2.html#TT122968"}

@article{bb126889,
        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/pattern605dml2.html#TT122969"}

@article{bb126890,
        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/pattern605dml2.html#TT122970"}

@article{bb126891,
        AUTHOR = "Zhao, H.W. and Yuan, L. and Zhao, H.Y.",
        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/pattern605dml2.html#TT122971"}

@article{bb126892,
        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/pattern605dml2.html#TT122972"}

@article{bb126893,
        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/pattern605dml2.html#TT122973"}

@article{bb126894,
        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/pattern605dml2.html#TT122974"}

@article{bb126895,
        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/pattern605dml2.html#TT122975"}

@inproceedings{bb126896,
        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/pattern605dml2.html#TT122976"}

@inproceedings{bb126897,
        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/pattern605dml2.html#TT122977"}

@article{bb126898,
        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/pattern605dml2.html#TT122978"}

@article{bb126899,
        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/pattern605dml2.html#TT122979"}

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