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@article{bb127254,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT123334"}

@article{bb127257,
        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#TT123335"}

@inproceedings{bb127258,
        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#TT123336"}

@inproceedings{bb127259,
        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#TT123337"}

@inproceedings{bb127260,
        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#TT123338"}

@inproceedings{bb127261,
        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#TT123339"}

@inproceedings{bb127262,
        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#TT123340"}

@inproceedings{bb127263,
        AUTHOR = "Wang, C. 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#TT123341"}

@inproceedings{bb127264,
        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#TT123342"}

@inproceedings{bb127265,
        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#TT123343"}

@inproceedings{bb127266,
        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#TT123344"}

@inproceedings{bb127267,
        AUTHOR = "Liu, L.Z. and Huang, S.X. and Zhuang, Z.W. and Yang, R. and Tan, M.K. and Wang, Y.",
        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#TT123345"}

@inproceedings{bb127268,
        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#TT123346"}

@inproceedings{bb127269,
        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#TT123347"}

@inproceedings{bb127270,
        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#TT123348"}

@inproceedings{bb127271,
        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#TT123349"}

@inproceedings{bb127272,
        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#TT123350"}

@inproceedings{bb127273,
        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#TT123351"}

@inproceedings{bb127274,
        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#TT123352"}

@inproceedings{bb127275,
        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#TT123353"}

@inproceedings{bb127276,
        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#TT123354"}

@inproceedings{bb127277,
        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#TT123355"}

@inproceedings{bb127278,
        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#TT123356"}

@inproceedings{bb127279,
        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#TT123357"}

@inproceedings{bb127280,
        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#TT123358"}

@inproceedings{bb127281,
        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#TT123359"}

@inproceedings{bb127282,
        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#TT123360"}

@inproceedings{bb127283,
        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#TT123361"}

@inproceedings{bb127284,
        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#TT123362"}

@inproceedings{bb127285,
        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#TT123363"}

@inproceedings{bb127286,
        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#TT123364"}

@inproceedings{bb127287,
        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#TT123365"}

@inproceedings{bb127288,
        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#TT123366"}

@inproceedings{bb127289,
        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#TT123367"}

@inproceedings{bb127290,
        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#TT123368"}

@inproceedings{bb127291,
        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#TT123369"}

@inproceedings{bb127292,
        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",
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@inproceedings{bb127293,
        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",
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@inproceedings{bb127294,
        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#TT123372"}

@inproceedings{bb127295,
        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#TT123373"}

@inproceedings{bb127296,
        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#TT123374"}

@inproceedings{bb127297,
        AUTHOR = "Chen, G. and Zhang, T. and Lu, J. and Zhou, J.",
        TITLE = "Deep Meta Metric Learning",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "9546-9555",
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@inproceedings{bb127298,
        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",
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@inproceedings{bb127299,
        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#TT123377"}

Last update:Apr 18, 2024 at 11:38:49