@article{bb139900,
        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#TT135902"}

@article{bb139901,
        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#TT135903"}

@article{bb139902,
        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#TT135904"}

@article{bb139903,
        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#TT135905"}

@article{bb139904,
        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#TT135906"}

@article{bb139905,
        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#TT135907"}

@article{bb139906,
        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#TT135908"}

@article{bb139907,
        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#TT135909"}

@article{bb139908,
        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#TT135910"}

@article{bb139909,
        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#TT135911"}

@article{bb139910,
        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#TT135912"}

@article{bb139911,
        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#TT135913"}

@inproceedings{bb139912,
        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#TT135914"}

@inproceedings{bb139913,
        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#TT135915"}

@article{bb139914,
        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#TT135916"}

@article{bb139915,
        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#TT135917"}

@article{bb139916,
        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/pattern605dml2.html#TT135918"}

@article{bb139917,
        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/pattern605dml2.html#TT135919"}

@article{bb139918,
        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/pattern605dml2.html#TT135920"}

@article{bb139919,
        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/pattern605dml2.html#TT135921"}

@article{bb139920,
        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/pattern605dml2.html#TT135922"}

@article{bb139921,
        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/pattern605dml2.html#TT135923"}

@article{bb139922,
        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/pattern605dml2.html#TT135924"}

@article{bb139923,
        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/pattern605dml2.html#TT135925"}

@inproceedings{bb139924,
        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/pattern605dml2.html#TT135925"}

@inproceedings{bb139925,
        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/pattern605dml2.html#TT135926"}

@inproceedings{bb139926,
        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/pattern605dml2.html#TT135927"}

@article{bb139927,
        AUTHOR = "Cheng, Q.M. and Gan, D.Q. and Fu, P. and Huang, H.Y. and Zhou, Y.Z.",
        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/pattern605dml2.html#TT135928"}

@article{bb139928,
        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/pattern605dml2.html#TT135929"}

@article{bb139929,
        AUTHOR = "Kang, J. and Fernandez Beltran, R. and Duan, P. and Kang, X.D. and Plaza, A.J.",
        TITLE = "Robust Normalized Softmax Loss for Deep Metric Learning-Based
Characterization of Remote Sensing Images With Label Noise",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "8798-8811",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135930"}

@article{bb139930,
        AUTHOR = "Huang, K.K. and Ren, C.X. and Liu, H. and Lai, Z.R. and Yu, Y.F. and Dai, D.Q.",
        TITLE = "Hyperspectral image classification via discriminative convolutional
neural network with an improved triplet loss",
        JOURNAL = PR,
        VOLUME = "112",
        YEAR = "2021",
        PAGES = "107744",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135931"}

@article{bb139931,
        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/pattern605dml2.html#TT135932"}

@article{bb139932,
        AUTHOR = "Kim, D.H. and Song, B.C.",
        TITLE = "Deep Metric Learning With Manifold Class Variability Analysis",
        JOURNAL = MultMed,
        VOLUME = "24",
        YEAR = "2022",
        PAGES = "3533-3544",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135933"}

@article{bb139933,
        AUTHOR = "Wang, Y.F. and Liu, P.P. and Lang, Y.J. and Zhou, Q.Z. and Shan, X.",
        TITLE = "Learnable dynamic margin in deep metric learning",
        JOURNAL = PR,
        VOLUME = "132",
        YEAR = "2022",
        PAGES = "108961",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135934"}

@article{bb139934,
        AUTHOR = "Sanakoyeu, A. and Ma, P.C. and Tschernezki, V. and Ommer, B.",
        TITLE = "Improving Deep Metric Learning by Divide and Conquer",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "8306-8320",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135935"}

@article{bb139935,
        AUTHOR = "Xu, X.Y. and Wang, Z.Y. and Deng, C. and Yuan, H. and Ji, S.W.",
        TITLE = "Towards Improved and Interpretable Deep Metric Learning via Attentive
Grouping",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "1189-1200",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135936"}

@article{bb139936,
        AUTHOR = "Yan, J. and Luo, L. and Deng, C. and Huang, H.",
        TITLE = "Adaptive Hierarchical Similarity Metric Learning With Noisy Labels",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "1245-1256",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135937"}

@article{bb139937,
        AUTHOR = "Li, X.X. and Yang, X.C. and Ma, Z.Y. and Xue, J.H.",
        TITLE = "Deep metric learning for few-shot image classification:
A Review of recent developments",
        JOURNAL = PR,
        VOLUME = "138",
        YEAR = "2023",
        PAGES = "109381",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135938"}

@article{bb139938,
        AUTHOR = "Li, P.D. and Xie, H.T. and Jiang, Y. and Ge, J.N. and Zhang, Y.D.",
        TITLE = "Neighborhood-Adaptive Multi-Cluster Ranking for Deep Metric Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1952-1965",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135939"}

@article{bb139939,
        AUTHOR = "Kan, S.C. and He, Z.Q. and Cen, Y.G. and Li, Y. and Mladenovic, V. and He, Z.H.",
        TITLE = "Contrastive Bayesian Analysis for Deep Metric Learning",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "7220-7238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135940"}

@article{bb139940,
        AUTHOR = "Zheng, W.Z. and Lu, J.W. and Zhou, J.",
        TITLE = "Deep Metric Learning With Adaptively Composite Dynamic Constraints",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "8265-8283",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135941"}

@article{bb139941,
        AUTHOR = "Boutaleb, Y. and Soladie, C. and Duong, N.D. and Kacete, A. and Royan, J. and Seguier, R.",
        TITLE = "MES-Loss: Mutually equidistant separation metric learning loss
function",
        JOURNAL = PRL,
        VOLUME = "172",
        YEAR = "2023",
        PAGES = "58-64",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135942"}

@article{bb139942,
        AUTHOR = "Wang, Z. and Gao, Z.W. and Wang, G.Q. and Yang, Y. and Shen, H.T.",
        TITLE = "Visual Embedding Augmentation in Fourier Domain for Deep Metric
Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "5538-5548",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135943"}

@article{bb139943,
        AUTHOR = "Saeki, S. and Kawahara, M. and Aman, H.",
        TITLE = "Multi proxy anchor family loss for several types of gradients",
        JOURNAL = CVIU,
        VOLUME = "229",
        YEAR = "2023",
        PAGES = "103654",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135944"}

@article{bb139944,
        AUTHOR = "Wang, J. and Li, X.Y. and Zhang, Z.C. and Song, W. and Guo, W.Q.",
        TITLE = "Ranked Similarity Weighting and Top-nk Sampling in Deep Metric
Learning",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "7726-7735",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135945"}

@article{bb139945,
        AUTHOR = "Fu, Z.R. and Mao, Z.D. and Hu, B. and Liu, A.A. and Zhang, Y.D.",
        TITLE = "Intra-Class Adaptive Augmentation With Neighbor Correction for Deep
Metric Learning",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "7758-7771",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135946"}

@article{bb139946,
        AUTHOR = "Zhao, W.L. and Rao, Y.M. and Zhou, J. and Lu, J.W.",
        TITLE = "DIML: Deep Interpretable Metric Learning via Structural Matching",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2518-2532",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135947"}

@inproceedings{bb139947,
        AUTHOR = "Zhao, W.L. and Rao, Y.M. and Wang, Z. and Lu, J.W. and Zhou, J.",
        TITLE = "Towards Interpretable Deep Metric Learning with Structural Matching",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "9867-9876",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135948"}

@article{bb139948,
        AUTHOR = "Yan, S.Y. and Xu, L. and Shu, X.Y. and Lu, Z.Y. and Shen, J.",
        TITLE = "LM-Metric: Learned pair weighting and contextual memory for deep
metric learning",
        JOURNAL = PR,
        VOLUME = "155",
        YEAR = "2024",
        PAGES = "110722",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135949"}

@article{bb139949,
        AUTHOR = "Xu, Y.H. and Chen, Z.T. and Hu, J.L.",
        TITLE = "Deep metric learning in projected-hypersphere space",
        JOURNAL = PR,
        VOLUME = "161",
        YEAR = "2025",
        PAGES = "111245",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135950"}

@inproceedings{bb139950,
        AUTHOR = "Budimir, L.A. and Subasic, M. and Kalafatic, Z. and Loncaric, S.",
        TITLE = "Scalable Hypersphere Embedding for Semantic Metric Learning",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "1288-1294",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135951"}

@inproceedings{bb139951,
        AUTHOR = "Paket, E. and Baytas, I.M.",
        TITLE = "Adversarial Robustness for Deep Metric Learning",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "367-373",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135952"}

@inproceedings{bb139952,
        AUTHOR = "Yan, J. and Yin, Z.H. and Yang, E. and Yang, Y.H. and Huang, H.",
        TITLE = "Learning with Diversity: Self-Expanded Equalization for Better
Generalized Deep Metric Learning",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "19308-19317",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135953"}

@inproceedings{bb139953,
        AUTHOR = "Yang, B. and Sun, H.Q. and Li, F.W.B. and Chen, Z. and Cai, J. and Song, C.",
        TITLE = "HSE: Hybrid Species Embedding for Deep Metric Learning",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "11013-11023",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135954"}

@inproceedings{bb139954,
        AUTHOR = "Kotovenko, D. and Ma, P.C. and Milbich, T. and Ommer, B.",
        TITLE = "Cross-Image-Attention for Conditional Embeddings in Deep Metric
Learning",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "11070-11081",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135955"}

@inproceedings{bb139955,
        AUTHOR = "Zhuang, F. and Moulin, P.",
        TITLE = "Deep Semi-Supervised Metric Learning with Mixed Label Propagation",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "3429-3438",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135956"}

@inproceedings{bb139956,
        AUTHOR = "Wang, C.K. and Zheng, W.Z. and Li, J.L. and Zhou, J. and Lu, J.W.",
        TITLE = "Deep Factorized Metric Learning",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "7672-7682",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135957"}

@inproceedings{bb139957,
        AUTHOR = "Hunt, R. and Pedersen, K.S.",
        TITLE = "Rove-tree-11: The Not-so-wild Rover a Hierarchically Structured Image
Dataset for Deep Metric Learning Research",
        BOOKTITLE = ACCV22,
        YEAR = "2022",
        PAGES = "V:425-441",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135958"}

@inproceedings{bb139958,
        AUTHOR = "Suma, P. and Tolias, G.",
        TITLE = "Large-to-small Image Resolution Asymmetry in Deep Metric Learning",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "1451-1460",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135959"}

@inproceedings{bb139959,
        AUTHOR = "Kobs, K. and Steininger, M. and Hotho, A.",
        TITLE = "InDiReCT: Language-Guided Zero-Shot Deep Metric Learning for Images",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "1063-1072",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135960"}

@inproceedings{bb139960,
        AUTHOR = "Liu, L.Z. and Huang, S.X. and Zhuang, Z.W. and Yang, R. and Tan, M.K. and Wang, Y.W.",
        TITLE = "DAS: Densely-Anchored Sampling for Deep Metric Learning",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXVI:399-417",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135961"}

@inproceedings{bb139961,
        AUTHOR = "Lim, J. and Yun, S. and Park, S. and Choi, J.Y.",
        TITLE = "Hypergraph-Induced Semantic Tuplet Loss for Deep Metric Learning",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "212-222",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135962"}

@inproceedings{bb139962,
        AUTHOR = "Phan, N. and Tran, S. and Huy, T.D. and Duong, S.T.M. and Nguyen, C.D.T. and Bui, T. and Truong, S.Q.H.",
        TITLE = "Adaptive Proxy Anchor Loss for Deep Metric Learning",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "1781-1785",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135963"}

@inproceedings{bb139963,
        AUTHOR = "Buris, L.H. and Pedronette, D.C.G. and Papa, J.P. and Almeida, J. and Carneiro, G. and Faria, F.A.",
        TITLE = "Mixup-Based Deep Metric Learning Approaches for Incomplete
Supervision",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "2581-2585",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135964"}

@inproceedings{bb139964,
        AUTHOR = "Jacob, P. and Picard, D. and Histace, A.",
        TITLE = "Improving Deep Metric Learning with Virtual Classes and Examples
Mining",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "2696-2700",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135965"}

@inproceedings{bb139965,
        AUTHOR = "Gonzalez Zapata, J. and Reyes Amezcua, I. and Flores Araiza, D. and Mendez Ruiz, M. and Ochoa Ruiz, G. and Mendez Vazquez, A.",
        TITLE = "Guided Deep Metric Learning",
        BOOKTITLE = LXCV22,
        YEAR = "2022",
        PAGES = "1480-1488",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135966"}

@inproceedings{bb139966,
        AUTHOR = "Roth, K. and Vinyals, O. and Akata, Z.",
        TITLE = "Integrating Language Guidance into Vision-based Deep Metric Learning",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "16156-16168",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135967"}

@inproceedings{bb139967,
        AUTHOR = "Zhou, M. and Patel, V.M.",
        TITLE = "Enhancing Adversarial Robustness for Deep Metric Learning",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "15304-15313",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135968"}

@inproceedings{bb139968,
        AUTHOR = "Kirchhof, M. and Roth, K. and Akata, Z. and Kasneci, E.",
        TITLE = "A Non-isotropic Probabilistic Take on Proxy-based Deep Metric Learning",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXVI:435-454",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135969"}

@inproceedings{bb139969,
        AUTHOR = "Roth, K. and Vinyals, O. and Akata, Z.",
        TITLE = "Non-isotropy Regularization for Proxy-based Deep Metric Learning",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "7410-7420",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135970"}

@inproceedings{bb139970,
        AUTHOR = "Ko, B. and Gu, G. and Kim, H.G.",
        TITLE = "Learning with Memory-based Virtual Classes for Deep Metric Learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "11772-11781",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135971"}

@inproceedings{bb139971,
        AUTHOR = "Zheng, W.Z. and Zhang, B. and Lu, J.W. and Zhou, J.",
        TITLE = "Deep Relational Metric Learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "12045-12054",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135972"}

@inproceedings{bb139972,
        AUTHOR = "Dai, M.Y. and Hang, H.B.",
        TITLE = "Manifold Matching via Deep Metric Learning for Generative Modeling",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "6567-6577",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135973"}

@inproceedings{bb139973,
        AUTHOR = "Vasudeva, B. and Deora, P. and Bhattacharya, S. and Pal, U. and Chanda, S.",
        TITLE = "LoOp: Looking for Optimal Hard Negative Embeddings for Deep Metric
Learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "10614-10623",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135974"}

@inproceedings{bb139974,
        AUTHOR = "Cen, J. and Yun, P. and Cai, J.H. and Wang, M.Y. and Liu, M.",
        TITLE = "Deep Metric Learning for Open World Semantic Segmentation",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "15313-15322",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135975"}

@inproceedings{bb139975,
        AUTHOR = "Ebrahimpour, M.K. and Qian, G. and Beach, A.",
        TITLE = "Multi-Head Deep Metric Learning Using Global and Local
Representations",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "1340-1349",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135976"}

@inproceedings{bb139976,
        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
Learning",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "774-778",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135977"}

@inproceedings{bb139977,
        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/pattern605dml2.html#TT135978"}

@inproceedings{bb139978,
        AUTHOR = "Zheng, W.Z. and Wang, C.K. and Lu, J.W. and Zhou, J.",
        TITLE = "Deep Compositional Metric Learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "9316-9325",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135979"}

@inproceedings{bb139979,
        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/pattern605dml2.html#TT135980"}

@inproceedings{bb139980,
        AUTHOR = "Ren, L. and Li, K. and Wang, L.Q. 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/pattern605dml2.html#TT135981"}

@inproceedings{bb139981,
        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/pattern605dml2.html#TT135982"}

@inproceedings{bb139982,
        AUTHOR = "Qi, Q. and Yan, Y. and Wu, Z.X. 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/pattern605dml2.html#TT135983"}

@inproceedings{bb139983,
        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/pattern605dml2.html#TT135984"}

@inproceedings{bb139984,
        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/pattern605dml2.html#TT135985"}

@inproceedings{bb139985,
        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/pattern605dml2.html#TT135986"}

@inproceedings{bb139986,
        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/pattern605dml2.html#TT135987"}

@inproceedings{bb139987,
        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/pattern605dml2.html#TT135988"}

@inproceedings{bb139988,
        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/pattern605dml2.html#TT135989"}

@inproceedings{bb139989,
        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/pattern605dml2.html#TT135990"}

@inproceedings{bb139990,
        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/pattern605dml2.html#TT135991"}

@inproceedings{bb139991,
        AUTHOR = "Xu, X.Y. 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/pattern605dml2.html#TT135992"}

@inproceedings{bb139992,
        AUTHOR = "Wang, X. and Han, X.T. and Huang, W.L. 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/pattern605dml2.html#TT135993"}

@article{bb139993,
        AUTHOR = "Wang, X.S. and Hua, Y. and Kodirov, E. and Robertson, N.M.",
        TITLE = "Ranked List Loss for Deep Metric Learning",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "5414-5429",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135994"}

@inproceedings{bb139994,
        AUTHOR = "Robertson, N.M. and Kodirov, E. and Hua, Y. and Wang, X.S.",
        TITLE = "Ranked List Loss for Deep Metric Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "5202-5211",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135994"}

@inproceedings{bb139995,
        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/pattern605dml2.html#TT135995"}

@inproceedings{bb139996,
        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/pattern605dml2.html#TT135996"}

@inproceedings{bb139997,
        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/pattern605dml2.html#TT135997"}

@inproceedings{bb139998,
        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/pattern605dml2.html#TT135998"}

@inproceedings{bb139999,
        AUTHOR = "Waltner, G. and Opitz, M. and Possegger, H. and Bischof, H.",
        TITLE = "HiBsteR: Hierarchical Boosted Deep Metric Learning for Image
Retrieval",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "599-608",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT135999"}

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