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TITLE = "WeGAN: Deep Image Hashing With Weighted Generative Adversarial
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YEAR = "2020",
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PAGES = "1458-1469",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT142307"}
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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
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JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "12",
MONTH = "December",
PAGES = "8888-8904",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT142308"}
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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#TT142309"}
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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#TT142310"}
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AUTHOR = "Dong, Y. and Yang, C. and Zhang, Y.X.",
TITLE = "Deep Metric Learning with Online Hard Mining for Hyperspectral
Classification",
JOURNAL = RS,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT142311"}
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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#TT142312"}
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AUTHOR = "Zheng, W.Z. and Lu, J.W. and Zhou, J.",
TITLE = "Hardness-Aware Deep Metric Learning",
JOURNAL = PAMI,
VOLUME = "43",
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PAGES = "3214-3228",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT142313"}
@inproceedings{bb146373,
AUTHOR = "Zhou, J. and Lu, J.W. and Zheng, W.Z.",
TITLE = "Hardness-Aware Deep Metric Learning",
BOOKTITLE = CVPR19,
YEAR = "2019",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT142313"}
@inproceedings{bb146374,
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#TT142314"}
@inproceedings{bb146375,
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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT142315"}
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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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT142316"}
@article{bb146377,
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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT142317"}
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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,
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NUMBER = "10",
MONTH = "October",
PAGES = "8798-8811",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT142318"}
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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",
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YEAR = "2021",
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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#TT142320"}
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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#TT142321"}
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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#TT142322"}
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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#TT142323"}
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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,
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YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "1189-1200",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT142324"}
@article{bb146385,
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#TT142325"}
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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,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT142326"}
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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#TT142327"}
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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,
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YEAR = "2023",
NUMBER = "6",
MONTH = "June",
PAGES = "7220-7238",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT142328"}
@article{bb146389,
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#TT142329"}
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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
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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,
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YEAR = "2023",
NUMBER = "10",
MONTH = "October",
PAGES = "5538-5548",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT142331"}
@article{bb146392,
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#TT142332"}
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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",
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YEAR = "2023",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT142333"}
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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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT142334"}
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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,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT142335"}
@inproceedings{bb146396,
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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT142336"}
@article{bb146397,
AUTHOR = "Yan, S.Y. and Xu, L. and Shu, X.Y. and Lu, Z.Y. and Shen, J.",
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metric learning",
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@article{bb146398,
AUTHOR = "Xu, Y.H. and Chen, Z.T. and Hu, J.L.",
TITLE = "Deep metric learning in projected-hypersphere space",
JOURNAL = PR,
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@inproceedings{bb146399,
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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT142339"}
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