@article{bb140100,
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#TT136102"}
@inproceedings{bb140101,
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#TT136103"}
@inproceedings{bb140102,
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#TT136104"}
@article{bb140103,
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#TT136105"}
@article{bb140104,
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#TT136106"}
@article{bb140105,
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#TT136107"}
@article{bb140106,
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#TT136108"}
@article{bb140107,
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#TT136109"}
@article{bb140108,
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#TT136110"}
@article{bb140109,
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#TT136111"}
@article{bb140110,
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#TT136112"}
@article{bb140111,
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#TT136113"}
@article{bb140112,
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#TT136114"}
@inproceedings{bb140113,
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#TT136114"}
@inproceedings{bb140114,
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#TT136115"}
@inproceedings{bb140115,
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#TT136116"}
@article{bb140116,
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#TT136117"}
@article{bb140117,
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#TT136118"}
@article{bb140118,
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#TT136119"}
@article{bb140119,
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#TT136120"}
@article{bb140120,
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#TT136121"}
@article{bb140121,
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#TT136122"}
@article{bb140122,
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#TT136123"}
@article{bb140123,
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#TT136124"}
@article{bb140124,
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#TT136125"}
@article{bb140125,
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#TT136126"}
@article{bb140126,
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#TT136127"}
@article{bb140127,
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#TT136128"}
@article{bb140128,
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#TT136129"}
@article{bb140129,
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#TT136130"}
@article{bb140130,
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#TT136131"}
@article{bb140131,
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#TT136132"}
@article{bb140132,
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#TT136133"}
@article{bb140133,
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#TT136134"}
@article{bb140134,
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#TT136135"}
@article{bb140135,
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#TT136136"}
@inproceedings{bb140136,
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#TT136137"}
@article{bb140137,
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#TT136138"}
@article{bb140138,
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#TT136139"}
@inproceedings{bb140139,
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#TT136140"}
@inproceedings{bb140140,
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#TT136141"}
@inproceedings{bb140141,
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#TT136142"}
@inproceedings{bb140142,
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#TT136143"}
@inproceedings{bb140143,
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#TT136144"}
@inproceedings{bb140144,
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#TT136145"}
@inproceedings{bb140145,
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#TT136146"}
@inproceedings{bb140146,
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#TT136147"}
@inproceedings{bb140147,
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#TT136148"}
@inproceedings{bb140148,
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#TT136149"}
@inproceedings{bb140149,
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#TT136150"}
@inproceedings{bb140150,
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#TT136151"}
@inproceedings{bb140151,
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#TT136152"}
@inproceedings{bb140152,
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#TT136153"}
@inproceedings{bb140153,
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#TT136154"}
@inproceedings{bb140154,
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#TT136155"}
@inproceedings{bb140155,
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#TT136156"}
@inproceedings{bb140156,
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#TT136157"}
@inproceedings{bb140157,
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#TT136158"}
@inproceedings{bb140158,
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#TT136159"}
@inproceedings{bb140159,
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#TT136160"}
@inproceedings{bb140160,
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#TT136161"}
@inproceedings{bb140161,
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#TT136162"}
@inproceedings{bb140162,
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#TT136163"}
@inproceedings{bb140163,
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#TT136164"}
@inproceedings{bb140164,
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#TT136165"}
@inproceedings{bb140165,
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#TT136166"}
@inproceedings{bb140166,
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#TT136167"}
@inproceedings{bb140167,
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#TT136168"}
@inproceedings{bb140168,
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#TT136169"}
@inproceedings{bb140169,
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#TT136170"}
@inproceedings{bb140170,
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#TT136171"}
@inproceedings{bb140171,
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#TT136172"}
@inproceedings{bb140172,
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#TT136173"}
@inproceedings{bb140173,
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#TT136174"}
@inproceedings{bb140174,
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#TT136175"}
@inproceedings{bb140175,
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#TT136176"}
@inproceedings{bb140176,
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#TT136177"}
@inproceedings{bb140177,
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#TT136178"}
@inproceedings{bb140178,
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#TT136179"}
@inproceedings{bb140179,
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#TT136180"}
@inproceedings{bb140180,
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#TT136181"}
@inproceedings{bb140181,
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#TT136182"}
@article{bb140182,
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#TT136183"}
@inproceedings{bb140183,
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#TT136183"}
@inproceedings{bb140184,
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#TT136184"}
@inproceedings{bb140185,
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#TT136185"}
@inproceedings{bb140186,
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#TT136186"}
@inproceedings{bb140187,
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#TT136187"}
@inproceedings{bb140188,
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#TT136188"}
@inproceedings{bb140189,
AUTHOR = "Duan, Y. and Zheng, W. and Lin, X. and Lu, J. and Zhou, J.",
TITLE = "Deep Adversarial Metric Learning",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "2780-2789",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT136189"}
@inproceedings{bb140190,
AUTHOR = "Sun, P. and Tang, W.Z. and Bai, X.",
TITLE = "Learning Deep Embeddings via Margin-Based Discriminate Loss",
BOOKTITLE = SSSPR18,
YEAR = "2018",
PAGES = "107-115",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT136190"}
@inproceedings{bb140191,
AUTHOR = "Xuan, H. and Souvenir, R. and Pless, R.",
TITLE = "Deep Randomized Ensembles for Metric Learning",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "XVI: 751-762",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT136191"}
@inproceedings{bb140192,
AUTHOR = "Kim, W.S. and Goyal, B. and Chawla, K. and Lee, J.M. and Kwon, K.",
TITLE = "Attention-Based Ensemble for Deep Metric Learning",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "I: 760-777",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT136192"}
@inproceedings{bb140193,
AUTHOR = "Lin, X.D. and Duan, Y.Q. and Dong, Q.Y. and Lu, J.W. and Zhou, J.",
TITLE = "Deep Variational Metric Learning",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "XV: 714-729",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT136193"}
@inproceedings{bb140194,
AUTHOR = "Meyer, B.J. and Harwood, B. and Drummond, T.W.",
TITLE = "Deep Metric Learning and Image Classification with Nearest Neighbour
Gaussian Kernels",
BOOKTITLE = ICIP18,
YEAR = "2018",
PAGES = "151-155",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT136194"}
@inproceedings{bb140195,
AUTHOR = "Li, D. and Tang, J. and Tian, Y. and Ju, X.",
TITLE = "Multi-view deep metric learning for image classification",
BOOKTITLE = ICIP17,
YEAR = "2017",
PAGES = "4142-4146",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT136195"}
@inproceedings{bb140196,
AUTHOR = "Wang, J. and Zhou, F. and Wen, S. and Liu, X. and Lin, Y.",
TITLE = "Deep Metric Learning with Angular Loss",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "2612-2620",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT136196"}
@inproceedings{bb140197,
AUTHOR = "Harwood, B. and Vijay Kumar, B.G. and Carneiro, G. and Reid, I.D. and Drummond, T.W.",
TITLE = "Smart Mining for Deep Metric Learning",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "2840-2848",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT136197"}
@inproceedings{bb140198,
AUTHOR = "Rahman, S. and Koniusz, P. and Wang, L. and Zhou, L.P. and Moghadam, P. and Sun, C.M.",
TITLE = "Learning Partial Correlation based Deep Visual Representation for
Image Classification",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "6231-6240",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT136198"}
@inproceedings{bb140199,
AUTHOR = "Engin, M. and Wang, L. and Zhou, L.P. and Liu, X.W.",
TITLE = "DeepKSPD: Learning Kernel-Matrix-Based SPD Representation For
Fine-Grained Image Recognition",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "II: 629-645",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT136199"}
Last update:Nov 26, 2025 at 20:24:09