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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#TT125062"}
@article{bb129001,
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#TT125063"}
@article{bb129002,
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#TT125064"}
@article{bb129003,
AUTHOR = "Rivero, R. and Onuma, Y.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#TT125065"}
@article{bb129004,
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#TT125066"}
@article{bb129005,
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#TT125067"}
@article{bb129006,
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#TT125068"}
@article{bb129007,
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#TT125069"}
@article{bb129008,
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#TT125070"}
@article{bb129009,
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#TT125071"}
@article{bb129010,
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#TT125072"}
@article{bb129011,
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#TT125073"}
@article{bb129012,
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#TT125074"}
@article{bb129013,
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#TT125075"}
@article{bb129014,
AUTHOR = "Hu, C. and Song, J.T. and Chen, J.S. and Wang, R. and Wu, X.J.",
TITLE = "Manifold-based multi-graph embedding for semi-supervised
classification",
JOURNAL = PRL,
VOLUME = "182",
YEAR = "2024",
PAGES = "53-59",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125076"}
@article{bb129015,
AUTHOR = "Wang, R. and Wu, X.J. and Xu, T.Y. and Hu, C. and Kittler, J.V.",
TITLE = "Deep Metric Learning on the SPD Manifold for Image Set Classification",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "2",
MONTH = "February",
PAGES = "663-680",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125077"}
@inproceedings{bb129016,
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#TT125078"}
@article{bb129017,
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#TT125079"}
@article{bb129018,
AUTHOR = "Chen, F.Y. and Shao, J. and Zhang, Y.H. and Xu, X. and Shen, H.T.",
TITLE = "Interclass-Relativity-Adaptive Metric Learning for Cross-Modal
Matching and Beyond",
JOURNAL = MultMed,
VOLUME = "23",
YEAR = "2021",
PAGES = "3073-3084",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125080"}
@article{bb129019,
AUTHOR = "Wei, J. and Yang, Y. and Xu, X. and Zhu, X.F. and Shen, H.T.",
TITLE = "Universal Weighting Metric Learning for Cross-Modal Retrieval",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "6534-6545",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125081"}
@inproceedings{bb129020,
AUTHOR = "Wei, J. and Xu, X. and Yang, Y. and Ji, Y.L. 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#TT125082"}
@article{bb129021,
AUTHOR = "Su, B. and Wu, Y.",
TITLE = "Learning Meta-Distance for Sequences by Learning a Ground Metric via
Virtual Sequence Regression",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "1",
MONTH = "January",
PAGES = "286-301",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125083"}
@article{bb129022,
AUTHOR = "Song, K. and Han, J.W. and Cheng, G. and Lu, J.W. and Nie, F.P.",
TITLE = "Adaptive Neighborhood Metric Learning",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "4591-4604",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125084"}
@article{bb129023,
AUTHOR = "Guo, X.Y. and Wei, W. and Liang, J.Q. and Dang, C.Y. and Liang, J.",
TITLE = "Metric learning via perturbing hard-to-classify instances",
JOURNAL = PR,
VOLUME = "132",
YEAR = "2022",
PAGES = "108928",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125085"}
@article{bb129024,
AUTHOR = "Yang, C. and Cheung, G. and Hu, W.",
TITLE = "Signed Graph Metric Learning via Gershgorin Disc Perfect Alignment",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
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MONTH = "October",
PAGES = "7219-7234",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125086"}
@article{bb129025,
AUTHOR = "Wei, D. and Shen, X.B. and Sun, Q.S. and Gao, X.Z.",
TITLE = "Discrete Metric Learning for Fast Image Set Classification",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "6471-6486",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125087"}
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AUTHOR = "Bao, S.L. and Xu, Q.Q. and Yang, Z.Y. and Cao, X.C. and Huang, Q.M.",
TITLE = "Rethinking Collaborative Metric Learning:
Toward an Efficient Alternative Without Negative Sampling",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "1017-1035",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125088"}
@article{bb129027,
AUTHOR = "Arsomngern, P. and Long, C. and Suwajanakorn, S. and Nutanong, S.",
TITLE = "Towards Pointsets Representation Learning via Self-Supervised
Learning and Set Augmentation",
JOURNAL = PAMI,
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YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "1201-1216",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125089"}
@article{bb129028,
AUTHOR = "Yuan, Z. and Tang, C. and Yang, A. and Huang, W.D. and Chen, W.",
TITLE = "Few-Shot Remote Sensing Image Scene Classification Based on Metric
Learning and Local Descriptors",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125090"}
@article{bb129029,
AUTHOR = "Liu, Q.F. and Cao, W.M. and He, Z.H.",
TITLE = "Cycle optimization metric learning for few-shot classification",
JOURNAL = PR,
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YEAR = "2023",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125091"}
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AUTHOR = "Yan, J. and Wei, W. and Guo, X.Y. and Dang, C.Y. and Liang, J.",
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YEAR = "2023",
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AUTHOR = "Wei, D. and Shen, X.B. and Sun, Q.S. and Gao, X. and Ren, Z.W.",
TITLE = "Sparse Representation Classifier Guided Grassmann Reconstruction
Metric Learning With Applications to Image Set Analysis",
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VOLUME = "25",
YEAR = "2023",
PAGES = "4307-4322",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125093"}
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AUTHOR = "Zhang, Y. and Zuo, X. and Zheng, X. and Gao, X.Y. and Wang, B. and Hu, W.M.",
TITLE = "Improving metric-based few-shot learning with dynamically scaled
softmax loss",
JOURNAL = IVC,
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YEAR = "2023",
PAGES = "104860",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125094"}
@article{bb129033,
AUTHOR = "Mao, Q. and Ma, S.W.",
TITLE = "Enhancing Style-Guided Image-to-Image Translation via Self-Supervised
Metric Learning",
JOURNAL = MultMed,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125095"}
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AUTHOR = "Wang, X.X. and Jiang, B. and Wang, X. and Tang, J.H. and Luo, B.",
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A Batch-Graph Transformer Based Approach",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125096"}
@inproceedings{bb129035,
AUTHOR = "Barbany, O. and Lin, X.F. and Bastan, M. and Dhua, A.",
TITLE = "ProcSim: Proxy-based Confidence for Robust Similarity Learning",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "1297-1306",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125097"}
@inproceedings{bb129036,
AUTHOR = "Gurbuz, Y.Z. and Can, O. and Alatan, A.A.",
TITLE = "Deep Metric Learning with Chance Constraints",
BOOKTITLE = WACV24,
YEAR = "2024",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125098"}
@inproceedings{bb129037,
AUTHOR = "Yue, Y. and Lin, F.Z. and Mou, G.Y. and Zhang, Z.M.",
TITLE = "Understanding Hyperbolic Metric Learning through Hard Negative
Sampling",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "1880-1892",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125099"}
@inproceedings{bb129038,
AUTHOR = "Gurbuz, Y.Z. and Sener, O. and Alatan, A.A.",
TITLE = "Generalized Sum Pooling for Metric Learning",
BOOKTITLE = ICCV23,
YEAR = "2023",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125100"}
@inproceedings{bb129039,
AUTHOR = "Gurbuz, Y.Z. and Alatan, A.A.",
TITLE = "Generalizable Embeddings with Cross-Batch Metric Learning",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "2545-2549",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125101"}
@inproceedings{bb129040,
AUTHOR = "Cheng, X.H. and Wu, Y.M. and Jia, M.X. and Wang, Q. and Zhang, J.",
TITLE = "Panoptic Compositional Feature Field for Editable Scene Rendering
with Network-Inferred Labels via Metric Learning",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "4947-4957",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125102"}
@inproceedings{bb129041,
AUTHOR = "Kim, S. and Jeong, B. and Kwak, S.",
TITLE = "HIER: Metric Learning Beyond Class Labels via Hierarchical
Regularization",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "19903-19912",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125103"}
@inproceedings{bb129042,
AUTHOR = "Valerio, R. and Magalhaes, J.",
TITLE = "Learning Semantic-visual Embeddings with a Priority Queue",
BOOKTITLE = IbPRIA23,
YEAR = "2023",
PAGES = "67-81",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125104"}
@inproceedings{bb129043,
AUTHOR = "Jung, D. and Kang, D. and Kwak, S. and Cho, M.",
TITLE = "Few-shot Metric Learning: Online Adaptation of Embedding for Retrieval",
BOOKTITLE = ACCV22,
YEAR = "2022",
PAGES = "V:54-70",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125105"}
@inproceedings{bb129044,
AUTHOR = "Li, D. and Chen, S.C.",
TITLE = "A Novel Splitting Criterion Inspired by Geometric Mean Metric
Learning for Decision Tree",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "4808-4814",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125106"}
@inproceedings{bb129045,
AUTHOR = "Zheng, W.Z. and Huang, Y. and Zhang, B. and Zhou, J. and Lu, J.W.",
TITLE = "Dynamic Metric Learning with Cross-Level Concept Distillation",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXIV:197-213",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125107"}
@inproceedings{bb129046,
AUTHOR = "Wang, M. and Yang, C. and Xu, Y.",
TITLE = "Posterior Refinement on Metric Matrix Improves Generalization Bound in
Metric Learning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXVI:203-218",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125108"}
@inproceedings{bb129047,
AUTHOR = "Cheng, C.S. and Shao, H.C.A. and Lin, C.W.",
TITLE = "Task-Aware Few-Shot Visual Classification with Improved
Self-Supervised Metric Learning",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "3531-3535",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125109"}
@inproceedings{bb129048,
AUTHOR = "Jose, A. and Mei, Q. and Eschweiler, D. and Laube, I. and Stegmaier, J.",
TITLE = "Linear Discriminant Analysis Metric Learning Using Siamese Neural
Networks",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "3641-3645",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125110"}
@inproceedings{bb129049,
AUTHOR = "Gajic, B. and Amato, A. and Baldrich, R. and van de Weijer, J. and Gatta, C.",
TITLE = "Area Under the ROC Curve Maximization for Metric Learning",
BOOKTITLE = ECV22,
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@inproceedings{bb129050,
AUTHOR = "Kim, S. and Kim, D. and Cho, M. and Kwak, S.",
TITLE = "Self-Taught Metric Learning without Labels",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "7421-7431",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125112"}
@inproceedings{bb129051,
AUTHOR = "Levi, E. and Xiao, T. and Wang, X.L. and Darrell, T.J.",
TITLE = "Rethinking preventing class-collapsing in metric learning with
margin-based losses",
BOOKTITLE = ICCV21,
YEAR = "2021",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125113"}
@inproceedings{bb129052,
AUTHOR = "Liu, Z.H. and Song, L. and Hu, X.W. and Wang, H.Q.",
TITLE = "Margin Loss Based on Adaptive Metric for Image Recognition",
BOOKTITLE = ICIP21,
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@inproceedings{bb129053,
AUTHOR = "Katsumata, K. and Kishida, I. and Amma, A. and Nakayama, H.",
TITLE = "Open-Set Domain Generalization via Metric Learning",
BOOKTITLE = ICIP21,
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@inproceedings{bb129054,
AUTHOR = "Yan, J. and Luo, L. and Deng, C. and Huang, H.",
TITLE = "Unsupervised Hyperbolic Metric Learning",
BOOKTITLE = CVPR21,
YEAR = "2021",
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@inproceedings{bb129055,
AUTHOR = "Duan, J.L. and Lin, Y.L. and Tran, S. and Davis, L.S. and Kuo, C.C.J.",
TITLE = "SLADE: A Self-Training Framework For Distance Metric Learning",
BOOKTITLE = CVPR21,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT125117"}
@inproceedings{bb129056,
AUTHOR = "Budnik, M. and Avrithis, Y.",
TITLE = "Asymmetric metric learning for knowledge transfer",
BOOKTITLE = CVPR21,
YEAR = "2021",
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@inproceedings{bb129057,
AUTHOR = "Sun, Y.F. and Zhu, Y. and Zhang, Y.H. and Zheng, P.K. and Qiu, X. and Zhang, C. and Wei, Y.C.",
TITLE = "Dynamic Metric Learning: Towards a Scalable Metric Space to
Accommodate Multiple Semantic Scales",
BOOKTITLE = CVPR21,
YEAR = "2021",
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@inproceedings{bb129058,
AUTHOR = "Kim, S. and Kim, D. and Cho, M. and Kwak, S.",
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BOOKTITLE = CVPR21,
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@inproceedings{bb129059,
AUTHOR = "Park, J. and Jung, Y.G. and Teoh, A.B.J.",
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@inproceedings{bb129060,
AUTHOR = "Teh, E.W. and DeVries, T. and Taylor, G.W.",
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