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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,
VOLUME = "46",
YEAR = "2024",
NUMBER = "4",
MONTH = "April",
PAGES = "2518-2532",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT124628"}
@inproceedings{bb128561,
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#TT124629"}
@inproceedings{bb128562,
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#TT124630"}
@inproceedings{bb128563,
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#TT124631"}
@inproceedings{bb128564,
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#TT124632"}
@inproceedings{bb128565,
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#TT124633"}
@inproceedings{bb128566,
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#TT124634"}
@inproceedings{bb128567,
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#TT124635"}
@inproceedings{bb128568,
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#TT124636"}
@inproceedings{bb128569,
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#TT124637"}
@inproceedings{bb128570,
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#TT124638"}
@inproceedings{bb128571,
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#TT124639"}
@inproceedings{bb128572,
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#TT124640"}
@inproceedings{bb128573,
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#TT124641"}
@inproceedings{bb128574,
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#TT124642"}
@inproceedings{bb128575,
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#TT124643"}
@inproceedings{bb128576,
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#TT124644"}
@inproceedings{bb128577,
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#TT124645"}
@inproceedings{bb128578,
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#TT124646"}
@inproceedings{bb128579,
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#TT124647"}
@inproceedings{bb128580,
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#TT124648"}
@inproceedings{bb128581,
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#TT124649"}
@inproceedings{bb128582,
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#TT124650"}
@inproceedings{bb128583,
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#TT124651"}
@inproceedings{bb128584,
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#TT124652"}
@inproceedings{bb128585,
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#TT124653"}
@inproceedings{bb128586,
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#TT124654"}
@inproceedings{bb128587,
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#TT124655"}
@inproceedings{bb128588,
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#TT124656"}
@inproceedings{bb128589,
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#TT124657"}
@inproceedings{bb128590,
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#TT124658"}
@inproceedings{bb128591,
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#TT124659"}
@inproceedings{bb128592,
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#TT124660"}
@inproceedings{bb128593,
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#TT124661"}
@inproceedings{bb128594,
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#TT124662"}
@inproceedings{bb128595,
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#TT124663"}
@inproceedings{bb128596,
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#TT124664"}
@inproceedings{bb128597,
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#TT124665"}
@inproceedings{bb128598,
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#TT124666"}
@inproceedings{bb128599,
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#TT124667"}
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