@article{bb128400,
        AUTHOR = "Rivero, R. and Onuma, Y.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#TT124469"}

@article{bb128401,
        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#TT124470"}

@article{bb128402,
        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#TT124471"}

@article{bb128403,
        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#TT124472"}

@article{bb128404,
        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#TT124473"}

@article{bb128405,
        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#TT124474"}

@article{bb128406,
        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#TT124475"}

@article{bb128407,
        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#TT124476"}

@article{bb128408,
        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#TT124477"}

@article{bb128409,
        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#TT124478"}

@article{bb128410,
        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#TT124479"}

@article{bb128411,
        AUTHOR = "Hu, C. and Song, J.T. and Chen, J.S. and Wang, R. and Wu, X.J.",
        TITLE = "Manifold-based multi-graph embedding for semi-supervised
classification",
        JOURNAL = PRL,
        VOLUME = "182",
        YEAR = "2024",
        PAGES = "53-59",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT124480"}

@article{bb128412,
        AUTHOR = "Wang, R. and Wu, X.J. and Xu, T.Y. and Hu, C. and Kittler, J.V.",
        TITLE = "Deep Metric Learning on the SPD Manifold for Image Set Classification",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "663-680",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT124481"}

@inproceedings{bb128413,
        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#TT124482"}

@article{bb128414,
        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#TT124483"}

@article{bb128415,
        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#TT124484"}

@article{bb128416,
        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,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "6534-6545",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT124485"}

@inproceedings{bb128417,
        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#TT124486"}

@article{bb128418,
        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#TT124487"}

@article{bb128419,
        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,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "4591-4604",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT124488"}

@article{bb128420,
        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,
        VOLUME = "132",
        YEAR = "2022",
        PAGES = "108928",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT124489"}

@article{bb128421,
        AUTHOR = "Yang, C. and Cheung, G. and Hu, W.",
        TITLE = "Signed Graph Metric Learning via Gershgorin Disc Perfect Alignment",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "7219-7234",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT124490"}

@article{bb128422,
        AUTHOR = "Wei, D. and Shen, X.B. and Sun, Q.S. and Gao, X.Z.",
        TITLE = "Discrete Metric Learning for Fast Image Set Classification",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "6471-6486",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT124491"}

@article{bb128423,
        AUTHOR = "Bao, S.L. and Xu, Q.Q. and Yang, Z.Y. and Cao, X.C. and Huang, Q.M.",
        TITLE = "Rethinking Collaborative Metric Learning:
Toward an Efficient Alternative Without Negative Sampling",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "1017-1035",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT124492"}

@article{bb128424,
        AUTHOR = "Arsomngern, P. and Long, C. and Suwajanakorn, S. and Nutanong, S.",
        TITLE = "Towards Pointsets Representation Learning via Self-Supervised
Learning and Set Augmentation",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "1201-1216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT124493"}

@article{bb128425,
        AUTHOR = "Yuan, Z. and Tang, C. and Yang, A. and Huang, W.D. and Chen, W.",
        TITLE = "Few-Shot Remote Sensing Image Scene Classification Based on Metric
Learning and Local Descriptors",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "3",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT124494"}

@article{bb128426,
        AUTHOR = "Liu, Q.F. and Cao, W.M. and He, Z.H.",
        TITLE = "Cycle optimization metric learning for few-shot classification",
        JOURNAL = PR,
        VOLUME = "139",
        YEAR = "2023",
        PAGES = "109468",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT124495"}

@article{bb128427,
        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#TT124496"}

@article{bb128428,
        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#TT124497"}

@article{bb128429,
        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#TT124498"}

@article{bb128430,
        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#TT124499"}

@article{bb128431,
        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#TT124500"}

@inproceedings{bb128432,
        AUTHOR = "Barbany, O. and Lin, X.F. and Bastan, M. and Dhua, A.",
        TITLE = "ProcSim: Proxy-based Confidence for Robust Similarity Learning",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "1297-1306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT124501"}

@inproceedings{bb128433,
        AUTHOR = "Gurbuz, Y.Z. and Can, O. and Alatan, A.A.",
        TITLE = "Deep Metric Learning with Chance Constraints",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "532-542",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT124502"}

@inproceedings{bb128434,
        AUTHOR = "Yue, Y. and Lin, F.Z. and Mou, G.Y. and Zhang, Z.M.",
        TITLE = "Understanding Hyperbolic Metric Learning through Hard Negative
Sampling",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "1880-1892",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT124503"}

@inproceedings{bb128435,
        AUTHOR = "Gurbuz, Y.Z. and Sener, O. and Alatan, A.A.",
        TITLE = "Generalized Sum Pooling for Metric Learning",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "5439-5450",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT124504"}

@inproceedings{bb128436,
        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#TT124505"}

@inproceedings{bb128437,
        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#TT124506"}

@inproceedings{bb128438,
        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#TT124507"}

@inproceedings{bb128439,
        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#TT124508"}

@inproceedings{bb128440,
        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#TT124509"}

@inproceedings{bb128441,
        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#TT124510"}

@inproceedings{bb128442,
        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#TT124511"}

@inproceedings{bb128443,
        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#TT124512"}

@inproceedings{bb128444,
        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#TT124513"}

@inproceedings{bb128445,
        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#TT124514"}

@inproceedings{bb128446,
        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#TT124515"}

@inproceedings{bb128447,
        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#TT124516"}

@inproceedings{bb128448,
        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#TT124517"}

@inproceedings{bb128449,
        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#TT124518"}

@inproceedings{bb128450,
        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#TT124519"}

@inproceedings{bb128451,
        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#TT124520"}

@inproceedings{bb128452,
        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#TT124521"}

@inproceedings{bb128453,
        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#TT124522"}

@inproceedings{bb128454,
        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#TT124523"}

@inproceedings{bb128455,
        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#TT124524"}

@inproceedings{bb128456,
        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#TT124525"}

@inproceedings{bb128457,
        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#TT124526"}

@inproceedings{bb128458,
        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#TT124527"}

@inproceedings{bb128459,
        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#TT124528"}

@inproceedings{bb128460,
        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#TT124529"}

@inproceedings{bb128461,
        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#TT124530"}

@inproceedings{bb128462,
        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#TT124531"}

@inproceedings{bb128463,
        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#TT124532"}

@inproceedings{bb128464,
        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#TT124533"}

@inproceedings{bb128465,
        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#TT124534"}

@inproceedings{bb128466,
        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#TT124535"}

@inproceedings{bb128467,
        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#TT124536"}

@inproceedings{bb128468,
        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#TT124537"}

@inproceedings{bb128469,
        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#TT124538"}

@inproceedings{bb128470,
        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#TT124539"}

@inproceedings{bb128471,
        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#TT124540"}

@inproceedings{bb128472,
        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#TT124541"}

@inproceedings{bb128473,
        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#TT124542"}

@inproceedings{bb128474,
        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#TT124543"}

@inproceedings{bb128475,
        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#TT124544"}

@inproceedings{bb128476,
        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#TT124545"}

@inproceedings{bb128477,
        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#TT124546"}

@inproceedings{bb128478,
        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#TT124547"}

@inproceedings{bb128479,
        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#TT124548"}

@inproceedings{bb128480,
        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#TT124549"}

@inproceedings{bb128481,
        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#TT124550"}

@inproceedings{bb128482,
        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#TT124551"}

@inproceedings{bb128483,
        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#TT124552"}

@inproceedings{bb128484,
        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#TT124553"}

@inproceedings{bb128485,
        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#TT124554"}

@inproceedings{bb128486,
        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#TT124555"}

@inproceedings{bb128487,
        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#TT124556"}

@inproceedings{bb128488,
        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#TT124557"}

@inproceedings{bb128489,
        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#TT124558"}

@inproceedings{bb128490,
        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#TT124559"}

@inproceedings{bb128491,
        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#TT124560"}

@inproceedings{bb128492,
        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#TT124561"}

@inproceedings{bb128493,
        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#TT124562"}

@inproceedings{bb128494,
        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#TT124563"}

@inproceedings{bb128495,
        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#TT124564"}

@inproceedings{bb128496,
        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#TT124565"}

@inproceedings{bb128497,
        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#TT124566"}

@inproceedings{bb128498,
        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#TT124567"}

@inproceedings{bb128499,
        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#TT124568"}