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AUTHOR = "Faraki, M. and Harandi, M.T. and Porikli, F.M.",
TITLE = "No fuss metric learning, a Hilbert space scenario",
JOURNAL = PRL,
VOLUME = "98",
YEAR = "2017",
NUMBER = "1",
PAGES = "83-89",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105410"}
@article{bb109101,
AUTHOR = "Zhang, Z. and Crawford, M.M.",
TITLE = "A Batch-Mode Regularized Multimetric Active Learning Framework for
Classification of Hyperspectral Images",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "11",
MONTH = "November",
PAGES = "6594-6609",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105411"}
@article{bb109102,
AUTHOR = "Lu, J.W. and Hu, J.L. and Zhou, J.",
TITLE = "Deep Metric Learning for Visual Understanding: An Overview of Recent
Advances",
JOURNAL = SPMag,
VOLUME = "34",
YEAR = "2017",
NUMBER = "6",
MONTH = "November",
PAGES = "76-84",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105412"}
@article{bb109103,
AUTHOR = "Noh, Y.K. and Zhang, B.T. and Lee, D.D.",
TITLE = "Generative Local Metric Learning for Nearest Neighbor Classification",
JOURNAL = PAMI,
VOLUME = "40",
YEAR = "2018",
NUMBER = "1",
MONTH = "January",
PAGES = "106-118",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105413"}
@article{bb109104,
AUTHOR = "Lu, J.W. and Wang, R.P. and Mian, A. and Kumar, A. and Sarkar, S.",
TITLE = "Distance metric learning for pattern recognition",
JOURNAL = PR,
VOLUME = "75",
YEAR = "2018",
NUMBER = "1",
PAGES = "1-3",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105414"}
@article{bb109105,
AUTHOR = "Liang, J.Q. and Hu, Q.H. and Zhu, P.F. and Wang, W.",
TITLE = "Efficient multi-modal geometric mean metric learning",
JOURNAL = PR,
VOLUME = "75",
YEAR = "2018",
NUMBER = "1",
PAGES = "188-198",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105415"}
@article{bb109106,
AUTHOR = "Li, J.H. and Wang, C.D. and Li, P.Z. and Lai, J.H.",
TITLE = "Discriminative metric learning for multi-view graph partitioning",
JOURNAL = PR,
VOLUME = "75",
YEAR = "2018",
NUMBER = "1",
PAGES = "199-213",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105416"}
@article{bb109107,
AUTHOR = "Zhai, D.M. and Liu, X.M. and Chang, H. and Zhen, Y. and Chen, X.L. and Guo, M. and Gao, W.",
TITLE = "Parametric Local Multiview Hamming Distance Metric Learning",
JOURNAL = PR,
VOLUME = "75",
YEAR = "2018",
NUMBER = "1",
PAGES = "250-262",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105417"}
@article{bb109108,
AUTHOR = "Li, W.B. and Gao, Y. and Wang, L. and Zhou, L.P. and Huo, J. and Shi, Y.H.",
TITLE = "OPML: A one-pass closed-form solution for online metric learning",
JOURNAL = PR,
VOLUME = "75",
YEAR = "2018",
NUMBER = "1",
PAGES = "302-314",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105418"}
@article{bb109109,
AUTHOR = "Bohne, J. and Ying, Y.M. and Gentric, S. and Pontil, M.",
TITLE = "Learning local metrics from pairwise similarity data",
JOURNAL = PR,
VOLUME = "75",
YEAR = "2018",
NUMBER = "1",
PAGES = "315-326",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105419"}
@inproceedings{bb109110,
AUTHOR = "Bohne, J. and Ying, Y.M. and Gentric, S. and Pontil, M.",
TITLE = "Large Margin Local Metric Learning",
BOOKTITLE = ECCV14,
YEAR = "2014",
PAGES = "II: 679-694",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105420"}
@article{bb109111,
AUTHOR = "Gong, Z. and Zhong, P. and Yu, Y. and Hu, W.",
TITLE = "Diversity-Promoting Deep Structural Metric Learning for Remote
Sensing Scene Classification",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "1",
MONTH = "January",
PAGES = "371-390",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105421"}
@article{bb109112,
AUTHOR = "Wang, D. and Tan, X.",
TITLE = "Robust Distance Metric Learning via Bayesian Inference",
JOURNAL = IP,
VOLUME = "27",
YEAR = "2018",
NUMBER = "3",
MONTH = "March",
PAGES = "1542-1553",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105422"}
@article{bb109113,
AUTHOR = "Sui, X.P.L. and Xu, L. and Qian, X.N. and Liu, T.",
TITLE = "Convex clustering with metric learning",
JOURNAL = PR,
VOLUME = "81",
YEAR = "2018",
PAGES = "575-584",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105423"}
@article{bb109114,
AUTHOR = "Nguyen, B. and de Baets, B.",
TITLE = "An approach to supervised distance metric learning based on
difference of convex functions programming",
JOURNAL = PR,
VOLUME = "81",
YEAR = "2018",
PAGES = "562-574",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105424"}
@article{bb109115,
AUTHOR = "Lv, X.M. and Duan, F.J.",
TITLE = "Metric learning via feature weighting for scalable image retrieval",
JOURNAL = PRL,
VOLUME = "109",
YEAR = "2018",
PAGES = "97-102",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105425"}
@article{bb109116,
AUTHOR = "Zhong, G. and Zheng, Y. and Li, S. and Fu, Y.",
TITLE = "SLMOML: Online Metric Learning With Global Convergence",
JOURNAL = CirSysVideo,
VOLUME = "28",
YEAR = "2018",
NUMBER = "10",
MONTH = "October",
PAGES = "2460-2472",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105426"}
@article{bb109117,
AUTHOR = "Han, J. and Cheng, G. and Li, Z. and Zhang, D.",
TITLE = "A Unified Metric Learning-Based Framework for Co-Saliency Detection",
JOURNAL = CirSysVideo,
VOLUME = "28",
YEAR = "2018",
NUMBER = "10",
MONTH = "October",
PAGES = "2473-2483",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105427"}
@article{bb109118,
AUTHOR = "Duan, Y. and Lu, J. and Feng, J. and Zhou, J.",
TITLE = "Deep Localized Metric Learning",
JOURNAL = CirSysVideo,
VOLUME = "28",
YEAR = "2018",
NUMBER = "10",
MONTH = "October",
PAGES = "2644-2656",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105428"}
@article{bb109119,
AUTHOR = "Tian, Q. and Chen, S.C. and Ma, T.",
TITLE = "Ordinal space projection learning via neighbor classes representation",
JOURNAL = CVIU,
VOLUME = "174",
YEAR = "2018",
PAGES = "24-32",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105429"}
@article{bb109120,
AUTHOR = "Liu, W.W. and Xu, D. and Tsang, I.W. and Zhang, W.J.",
TITLE = "Metric Learning for Multi-Output Tasks",
JOURNAL = PAMI,
VOLUME = "41",
YEAR = "2019",
NUMBER = "2",
MONTH = "February",
PAGES = "408-422",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105430"}
@article{bb109121,
AUTHOR = "Chen, X. and He, L. and Xu, C. and Liu, J.",
TITLE = "Distance-Dependent Metric Learning",
JOURNAL = SPLetters,
VOLUME = "26",
YEAR = "2019",
NUMBER = "2",
MONTH = "February",
PAGES = "357-361",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105431"}
@article{bb109122,
AUTHOR = "Ren, C.X. and Li, J.Z. and Ge, P.F. and Xu, X.L.",
TITLE = "Deep metric learning via subtype fuzzy clustering",
JOURNAL = PR,
VOLUME = "90",
YEAR = "2019",
PAGES = "210-219",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105432"}
@article{bb109123,
AUTHOR = "Zhe, X.F. and Chen, S.F. and Yan, H.",
TITLE = "Directional statistics-based deep metric learning for image
classification and retrieval",
JOURNAL = PR,
VOLUME = "93",
YEAR = "2019",
PAGES = "113-123",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105433"}
@article{bb109124,
AUTHOR = "Rivero, R. and Onuma, Y. and Kato, T.",
TITLE = "Threshold Auto-Tuning Metric Learning",
JOURNAL = IEICE,
VOLUME = "E102-D",
YEAR = "2019",
NUMBER = "6",
MONTH = "June",
PAGES = "1163-1170",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105434"}
@article{bb109125,
AUTHOR = "Wu, Y. and Wang, S. and Song, G. and Huang, Q.",
TITLE = "Online Asymmetric Metric Learning With Multi-Layer Similarity
Aggregation for Cross-Modal Retrieval",
JOURNAL = IP,
VOLUME = "28",
YEAR = "2019",
NUMBER = "9",
MONTH = "Sep",
PAGES = "4299-4312",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105435"}
@article{bb109126,
AUTHOR = "Wu, Y. and Wang, S. and Huang, Q.",
TITLE = "Online Fast Adaptive Low-Rank Similarity Learning for Cross-Modal
Retrieval",
JOURNAL = MultMed,
VOLUME = "22",
YEAR = "2020",
NUMBER = "5",
MONTH = "May",
PAGES = "1310-1322",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105436"}
@article{bb109127,
AUTHOR = "Taheri, M. and Moslehi, Z. and Mirzaei, A. and Safayani, M.",
TITLE = "A self-adaptive local metric learning method for classification",
JOURNAL = PR,
VOLUME = "96",
YEAR = "2019",
PAGES = "106994",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105437"}
@article{bb109128,
AUTHOR = "Zheng, Y. and Fan, J. and Zhang, J. and Gao, X.",
TITLE = "Exploiting Related and Unrelated Tasks for Hierarchical Metric
Learning and Image Classification",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
NUMBER = "1",
PAGES = "883-896",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105438"}
@article{bb109129,
AUTHOR = "Kan, S.C. and Zhang, L. and He, Z.H. and Cen, Y.G. and Chen, S.M. and Zhou, J.",
TITLE = "Metric learning-based kernel transformer with triplets and label
constraints for feature fusion",
JOURNAL = PR,
VOLUME = "99",
YEAR = "2020",
PAGES = "107086",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105439"}
@article{bb109130,
AUTHOR = "Duan, Y. and Lu, J. and Zheng, W. and Zhou, J.",
TITLE = "Deep Adversarial Metric Learning",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
PAGES = "2037-2051",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105440"}
@article{bb109131,
AUTHOR = "Yun, M.S. and Nam, W.J. and Lee, S.W.",
TITLE = "Coarse-to-Fine Deep Metric Learning for Remote Sensing Image
Retrieval",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "2",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105441"}
@article{bb109132,
AUTHOR = "Zhao, H.W. and Yuan, L. and Zhao, H.",
TITLE = "Similarity Retention Loss (SRL) Based on Deep Metric Learning for
Remote Sensing Image Retrieval",
JOURNAL = IJGI,
VOLUME = "9",
YEAR = "2020",
NUMBER = "2",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105442"}
@article{bb109133,
AUTHOR = "Horiguchi, S. and Ikami, D. and Aizawa, K.",
TITLE = "Significance of Softmax-Based Features in Comparison to Distance
Metric Learning-Based Features",
JOURNAL = PAMI,
VOLUME = "42",
YEAR = "2020",
NUMBER = "5",
MONTH = "May",
PAGES = "1279-1285",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105443"}
@article{bb109134,
AUTHOR = "Li, Y. and Yao, T. and Pan, Y. and Chao, H. and Mei, T.",
TITLE = "Deep Metric Learning With Density Adaptivity",
JOURNAL = MultMed,
VOLUME = "22",
YEAR = "2020",
NUMBER = "5",
MONTH = "May",
PAGES = "1285-1297",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105444"}
@article{bb109135,
AUTHOR = "Yu, J. and Hu, C.H. and Jing, X.Y. and Feng, Y.J.",
TITLE = "Deep metric learning with dynamic margin hard sampling loss for face
verification",
JOURNAL = SIViP,
VOLUME = "14",
YEAR = "2020",
NUMBER = "4",
MONTH = "June",
PAGES = "791-798",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105445"}
@article{bb109136,
AUTHOR = "Feng, Y.J. and Wu, F. and Ji, Y. and Jing, X.Y. and Yu, J.",
TITLE = "Deep Metric Learning with Triplet-Margin-Center Loss for Sketch Face
Recognition",
JOURNAL = IEICE,
VOLUME = "E103-D",
YEAR = "2020",
NUMBER = "11",
MONTH = "November",
PAGES = "2394-2397",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105446"}
@article{bb109137,
AUTHOR = "Le, Y.Z. and Feng, Y. and Liu, D.J. and Qiang, B.H.",
TITLE = "Adversarial Metric Learning with Naive Similarity Discriminator",
JOURNAL = IEICE,
VOLUME = "E103-D",
YEAR = "2020",
NUMBER = "6",
MONTH = "June",
PAGES = "1406-1413",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105447"}
@article{bb109138,
AUTHOR = "Levada, A.L.M.",
TITLE = "Parametric PCA for unsupervised metric learning",
JOURNAL = PRL,
VOLUME = "135",
YEAR = "2020",
PAGES = "425-430",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105448"}
@article{bb109139,
AUTHOR = "Jacob, P. and Picard, D. and Histace, A. and Klein, E.",
TITLE = "DIABLO: Dictionary-based attention block for deep metric learning",
JOURNAL = PRL,
VOLUME = "135",
YEAR = "2020",
PAGES = "99-105",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105449"}
@inproceedings{bb109140,
AUTHOR = "Jacob, P. and Picard, D. and Histace, A. and Klein, E.",
TITLE = "Metric Learning With HORDE:
High-Order Regularizer for Deep Embeddings",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "6538-6547",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105450"}
@inproceedings{bb109141,
AUTHOR = "Jacob, P. and Picard, D. and Histace, A. and Klein, E.",
TITLE = "Efficient Codebook and Factorization for Second Order Representation
Learning",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "849-853",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105451"}
@article{bb109142,
AUTHOR = "Kang, J. and Fernandez Beltran, R. and Ye, Z. and Tong, X.H. and Ghamisi, P. and Plaza, A.",
TITLE = "High-Rankness Regularized Semi-Supervised Deep Metric Learning for
Remote Sensing Imagery",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "16",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105452"}
@article{bb109143,
AUTHOR = "Han, H. and Zhou, M.C. and Zhang, Y.J.",
TITLE = "Can Virtual Samples Solve Small Sample Size Problem of KISSME in
Pedestrian Re-Identification of Smart Transportation?",
JOURNAL = ITS,
VOLUME = "21",
YEAR = "2020",
NUMBER = "9",
MONTH = "September",
PAGES = "3766-3776",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105453"}
@article{bb109144,
AUTHOR = "Manandhar, D. and Bastan, M. and Yap, K.H.",
TITLE = "Semantic granularity metric learning for visual search",
JOURNAL = JVCIR,
VOLUME = "72",
YEAR = "2020",
PAGES = "102871",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105454"}
@article{bb109145,
AUTHOR = "Connor, R. and Dearle, A. and Mic, V. and Zezula, P.",
TITLE = "On the application of convex transforms to metric search",
JOURNAL = PRL,
VOLUME = "138",
YEAR = "2020",
PAGES = "563-570",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105455"}
@article{bb109146,
AUTHOR = "Kim, D.H. and Song, B.C.",
TITLE = "Virtual sample-based deep metric learning using discriminant analysis",
JOURNAL = PR,
VOLUME = "110",
YEAR = "2021",
PAGES = "107643",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105456"}
@article{bb109147,
AUTHOR = "Wang, Y.B. and Zhang, L.Q. and Nie, F.P. and Li, X.G. and Chen, Z.J. and Wang, F.Q.",
TITLE = "WeGAN: Deep Image Hashing With Weighted Generative Adversarial
Networks",
JOURNAL = MultMed,
VOLUME = "22",
YEAR = "2020",
NUMBER = "6",
MONTH = "June",
PAGES = "1458-1469",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105457"}
@article{bb109148,
AUTHOR = "Cao, Y. and Wang, Y.B. and Peng, J.H. and Zhang, L.Q. and Xu, L.L. and Yan, K. and Li, L.H.",
TITLE = "DML-GANR: Deep Metric Learning With Generative Adversarial Network
Regularization for High Spatial Resolution Remote Sensing Image
Retrieval",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "12",
MONTH = "December",
PAGES = "8888-8904",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105458"}
@article{bb109149,
AUTHOR = "Kang, J. and Fernandez Beltran, R. and Ye, Z. and Tong, X.H. and Ghamisi, P. and Plaza, A.",
TITLE = "Deep Metric Learning Based on Scalable Neighborhood Components for
Remote Sensing Scene Characterization",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "12",
MONTH = "December",
PAGES = "8905-8918",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105459"}
@article{bb109150,
AUTHOR = "Wang, R. and Wu, X.J. and Kittler, J.V.",
TITLE = "Graph Embedding Multi-Kernel Metric Learning for Image Set
Classification With Grassmannian Manifold-Valued Features",
JOURNAL = MultMed,
VOLUME = "23",
YEAR = "2021",
PAGES = "228-242",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105460"}
@inproceedings{bb109151,
AUTHOR = "Wang, R. and Wu, X.J. and Chen, K. and Kittler, J.V.",
TITLE = "Multiple Manifolds Metric Learning with Application to Image Set
Classification",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "627-632",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105461"}
@article{bb109152,
AUTHOR = "Jiang, W. and Huang, K. and Geng, J. and Deng, X.",
TITLE = "Multi-Scale Metric Learning for Few-Shot Learning",
JOURNAL = CirSysVideo,
VOLUME = "31",
YEAR = "2021",
NUMBER = "3",
MONTH = "March",
PAGES = "1091-1102",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105462"}
@article{bb109153,
AUTHOR = "Kang, J. and Fernandez Beltran, R. and Duan, P.H. and Liu, S.C. and Plaza, A.J.",
TITLE = "Deep Unsupervised Embedding for Remotely Sensed Images Based on
Spatially Augmented Momentum Contrast",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "3",
MONTH = "March",
PAGES = "2598-2610",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105463"}
@article{bb109154,
AUTHOR = "Dong, Y. and Yang, C. and Zhang, Y.X.",
TITLE = "Deep Metric Learning with Online Hard Mining for Hyperspectral
Classification",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "7",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105464"}
@article{bb109155,
AUTHOR = "Mojoo, J. and Kurita, T.",
TITLE = "Deep Metric Learning for Multi-Label and Multi-Object Image Retrieval",
JOURNAL = IEICE,
VOLUME = "E104-D",
YEAR = "2021",
NUMBER = "6",
MONTH = "June",
PAGES = "873-880",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105465"}
@article{bb109156,
AUTHOR = "Zheng, W.Z. and Lu, J.W. and Zhou, J.",
TITLE = "Hardness-Aware Deep Metric Learning",
JOURNAL = PAMI,
VOLUME = "43",
YEAR = "2021",
NUMBER = "9",
MONTH = "September",
PAGES = "3214-3228",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105466"}
@inproceedings{bb109157,
AUTHOR = "Zhou, J. and Lu, J.W. and Zheng, W.Z.",
TITLE = "Hardness-Aware Deep Metric Learning",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "72-81",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105466"}
@inproceedings{bb109158,
AUTHOR = "Filax, M. and Ortmeier, F.",
TITLE = "On the Influence of Viewpoint Change for Metric Learning",
BOOKTITLE = MVA21,
YEAR = "2021",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105467"}
@inproceedings{bb109159,
AUTHOR = "Oi, H. and Kawakami, R. and Nacmura, T.",
TITLE = "Analysis of Evaluation Metrics with the Distance between Positive
Pairs and Negative Pairs in Deep Metric Learning",
BOOKTITLE = MVA21,
YEAR = "2021",
PAGES = "1-5",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105468"}
@article{bb109160,
AUTHOR = "Cheng, Q. and Gan, D. and Fu, P. and Huang, H.Y. and Zhou, Y.",
TITLE = "A Novel Ensemble Architecture of Residual Attention-Based Deep Metric
Learning for Remote Sensing Image Retrieval",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "17",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105469"}
@article{bb109161,
AUTHOR = "Liang, C.H. and Zhao, W.L. and Chen, R.Q.",
TITLE = "Dynamic sampling for deep metric learning",
JOURNAL = PRL,
VOLUME = "150",
YEAR = "2021",
PAGES = "49-56",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105470"}
@inproceedings{bb109162,
AUTHOR = "Roig, C. and Varas, D. and Masuda, I. and Riveiro, J.C. and Bou Balust, E.",
TITLE = "Generalized Local Attention Pooling for Deep Metric Learning",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "9951-9958",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105471"}
@inproceedings{bb109163,
AUTHOR = "Ren, L. and Li, K. and Wang, L. and Hua, K.",
TITLE = "Beyond the Deep Metric Learning: Enhance the Cross-Modal Matching
with Adversarial Discriminative Domain Regularization",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "10165-10172",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105472"}
@inproceedings{bb109164,
AUTHOR = "Park, J. and Jung, Y.G. and Teoh, A.B.J.",
TITLE = "Revisiting ImprovedGAN with Metric Learning for Semi-Supervised
Learning",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "1467-1474",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105473"}
@inproceedings{bb109165,
AUTHOR = "Teh, E.W. and DeVries, T. and Taylor, G.W.",
TITLE = "ProxyNCA++: Revisiting and Revitalizing Proxy Neighborhood Component
Analysis",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXIV:448-464",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105474"}
@inproceedings{bb109166,
AUTHOR = "Li, Y. and Kan, S.C. and He, Z.H.",
TITLE = "Unsupervised Deep Metric Learning with Transformed Attention
Consistency and Contrastive Clustering Loss",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XI:141-157",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105475"}
@inproceedings{bb109167,
AUTHOR = "Musgrave, K. and Belongie, S. and Lim, S.N.",
TITLE = "A Metric Learning Reality Check",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXV:681-699",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105476"}
@inproceedings{bb109168,
AUTHOR = "Qi, Q. and Yan, Y. and Wu, Z. and Wang, X.Y. and Yang, T.B.",
TITLE = "A Simple and Effective Framework for Pairwise Deep Metric Learning",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXVII:375-391",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105477"}
@inproceedings{bb109169,
AUTHOR = "Zhu, P. and Gu, M. and Li, W. and Zhang, C. and Hu, Q.",
TITLE = "Progressive Point To Set Metric Learning For Semi-Supervised Few-Shot
Classification",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "196-200",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105478"}
@inproceedings{bb109170,
AUTHOR = "Zhu, Y. and Bai, Y. and Wei, Y.C.",
TITLE = "Spherical Feature Transform for Deep Metric Learning",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XIX:420-436",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105479"}
@inproceedings{bb109171,
AUTHOR = "Elezi, I. and Vascon, S. and Torcinovich, A. and Pelillo, M. and Leal Taixe, L.",
TITLE = "The Group Loss for Deep Metric Learning",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "VII:277-294",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105480"}
@inproceedings{bb109172,
AUTHOR = "Zhu, J.C. and Shi, L.L. and Yan, J.C. and Zha, H.Y.",
TITLE = "AutoMix: Mixup Networks for Sample Interpolation via Cooperative
Barycenter Learning",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "X:633-649",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105481"}
@inproceedings{bb109173,
AUTHOR = "Milbich, T. and Roth, K. and Bharadhwaj, H. and Sinha, S. and Bengio, Y. and Ommer, B. and Cohen, J.P.",
TITLE = "Diva: Diverse Visual Feature Aggregation for Deep Metric Learning",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "VIII:590-607",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105482"}
@inproceedings{bb109174,
AUTHOR = "Boudiaf, M. and Rony, J. and Ziko, I.M. and Granger, E. and Pedersoli, M. and Piantanida, P. and Ben Ayed, I.",
TITLE = "A Unifying Mutual Information View of Metric Learning:
Cross-entropy vs. Pairwise Losses",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "VI:548-564",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105483"}
@inproceedings{bb109175,
AUTHOR = "Wang, X. and Zhang, H.Z. and Huang, W.L. and Scott, M.R.",
TITLE = "Cross-Batch Memory for Embedding Learning",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "6387-6396",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105484"}
@inproceedings{bb109176,
AUTHOR = "Wei, J. and Xu, X. and Yang, Y. and Ji, Y. and Wang, Z. and Shen, H.T.",
TITLE = "Universal Weighting Metric Learning for Cross-Modal Matching",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "13002-13011",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105485"}
@inproceedings{bb109177,
AUTHOR = "Sogi, N. and Souza, L.S. and Gatto, B.B. and Fukui, K.",
TITLE = "Metric Learning with A-based Scalar Product for Image-set Recognition",
BOOKTITLE = Diff-CVML20,
YEAR = "2020",
PAGES = "3715-3724",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105486"}
@inproceedings{bb109178,
AUTHOR = "Mohan, D.D. and Sankaran, N. and Fedorishin, D. and Setlur, S. and Govindaraju, V.",
TITLE = "Moving in the Right Direction:
A Regularization for Deep Metric Learning",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "14579-14587",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105487"}
@inproceedings{bb109179,
AUTHOR = "Kim, S. and Kim, D. and Cho, M. and Kwak, S.",
TITLE = "Proxy Anchor Loss for Deep Metric Learning",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "3235-3244",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105488"}
@inproceedings{bb109180,
AUTHOR = "Zheng, W. and Lu, J. and Zhou, J.",
TITLE = "Deep Metric Learning via Adaptive Learnable Assessment",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "2957-2966",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105489"}
@inproceedings{bb109181,
AUTHOR = "Ko, B. and Gu, G.",
TITLE = "Embedding Expansion: Augmentation in Embedding Space for Deep Metric
Learning",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "7253-7262",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105490"}
@inproceedings{bb109182,
AUTHOR = "Xuan, H. and Stylianou, A. and Pless, R.",
TITLE = "Improved Embeddings with Easy Positive Triplet Mining",
BOOKTITLE = WACV20,
YEAR = "2020",
PAGES = "2463-2471",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105491"}
@inproceedings{bb109183,
AUTHOR = "Zhao, X. and Qi, H. and Luo, R. and Davis, L.",
TITLE = "A Weakly Supervised Adaptive Triplet Loss for Deep Metric Learning",
BOOKTITLE = Fashion19,
YEAR = "2019",
PAGES = "3177-3180",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105492"}
@inproceedings{bb109184,
AUTHOR = "Qian, Q. and Shang, L. and Sun, B. and Hu, J. and Tacoma, T. and Li, H. and Jin, R.",
TITLE = "SoftTriple Loss: Deep Metric Learning Without Triplet Sampling",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "6449-6457",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105493"}
@inproceedings{bb109185,
AUTHOR = "Yu, B. and Tao, D.",
TITLE = "Deep Metric Learning With Tuplet Margin Loss",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "6489-6498",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105494"}
@inproceedings{bb109186,
AUTHOR = "Brattoli, B. and Roth, K. and Ommer, B.",
TITLE = "MIC: Mining Interclass Characteristics for Improved Metric Learning",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "7999-8008",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105495"}
@inproceedings{bb109187,
AUTHOR = "Chen, G. and Zhang, T. and Lu, J. and Zhou, J.",
TITLE = "Deep Meta Metric Learning",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "9546-9555",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105496"}
@inproceedings{bb109188,
AUTHOR = "Xu, X. and Yang, Y.H. and Deng, C. and Zheng, F.",
TITLE = "Deep Asymmetric Metric Learning via Rich Relationship Mining",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "4071-4080",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105497"}
@inproceedings{bb109189,
AUTHOR = "Wang, X. and Han, X.T. and Huang, W. and Dong, D. and Scott, M.R.",
TITLE = "Multi-Similarity Loss With General Pair Weighting for Deep Metric
Learning",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "5017-5025",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105498"}
@inproceedings{bb109190,
AUTHOR = "Karlinsky, L. and Shtok, J. and Harary, S. and Schwartz, E. and Aides, A. and Feris, R. and Giryes, R. and Bronstein, A.M.",
TITLE = "RepMet: Representative-Based Metric Learning for Classification and
Few-Shot Object Detection",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "5192-5201",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105499"}
@inproceedings{bb109191,
AUTHOR = "Wang, X.S. and Hua, Y. and Kodirov, E. and Hu, G.S. and Garnier, R. and Robertson, N.M.",
TITLE = "Ranked List Loss for Deep Metric Learning",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "5202-5211",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105500"}
@inproceedings{bb109192,
AUTHOR = "Suh, Y.M. and Han, B.H. and Kim, W.S. and Lee, K.M.",
TITLE = "Stochastic Class-Based Hard Example Mining for Deep Metric Learning",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "7244-7252",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105501"}
@inproceedings{bb109193,
AUTHOR = "Landrieu, L. and Boussaha, M.",
TITLE = "Point Cloud Oversegmentation With Graph-Structured Deep Metric Learning",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "7432-7441",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105502"}
@inproceedings{bb109194,
AUTHOR = "Do, T.T. and Tran, T. and Reid, I.D. and Kumar, V. and Hoang, T. and Carneiro, G.",
TITLE = "A Theoretically Sound Upper Bound on the Triplet Loss for Improving the
Efficiency of Deep Distance Metric Learning",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "10396-10405",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105503"}
@inproceedings{bb109195,
AUTHOR = "Cakir, F. and He, K. and Xia, X. and Kulis, B. and Sclaroff, S.",
TITLE = "Deep Metric Learning to Rank",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "1861-1870",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105504"}
@inproceedings{bb109196,
AUTHOR = "Kim, S.Y. and Seo, M. and Laptev, I. and Cho, M. and Kwak, S.",
TITLE = "Deep Metric Learning Beyond Binary Supervision",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "2283-2292",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105505"}
@inproceedings{bb109197,
AUTHOR = "Sanakoyeu, A. and Tschernezki, V. and Buchler, U. and Ommer, B.",
TITLE = "Divide and Conquer the Embedding Space for Metric Learning",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "471-480",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105506"}
@inproceedings{bb109198,
AUTHOR = "Mussabayeva, A. and Pisov, M. and Kurmukov, A. and Kroshnin, A. and Denisova, Y. and Shen, L. and Cong, S. and Wang, L. and Gutman, B.",
TITLE = "Diffeomorphic Metric Learning and Template Optimization for
Registration-based Predictive Models",
BOOKTITLE = MFCA19,
YEAR = "2019",
PAGES = "151-161",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105507"}
@inproceedings{bb109199,
AUTHOR = "Passalis, N. and Tefas, A. and Iosifidis, A. and Gabbouj, M.",
TITLE = "Class-Based Variational Representation Learning For Robust Image
Retrieval",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "854-858",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105508"}
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