@article{bb127100, 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#TT123179"} @article{bb127101, 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#TT123180"} @article{bb127102, 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#TT123181"} @article{bb127103, 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#TT123182"} @article{bb127104, 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#TT123183"} @article{bb127105, 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#TT123184"} @article{bb127106, 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#TT123185"} @article{bb127107, 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#TT123186"} @article{bb127108, 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#TT123187"} @article{bb127109, 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#TT123188"} @article{bb127110, 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#TT123189"} @article{bb127111, 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#TT123190"} @article{bb127112, 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#TT123191"} @inproceedings{bb127113, 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#TT123192"} @article{bb127114, 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#TT123193"} @article{bb127115, 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#TT123194"} @article{bb127116, 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#TT123195"} @inproceedings{bb127117, 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#TT123196"} @article{bb127118, 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#TT123197"} @article{bb127119, 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#TT123198"} @article{bb127120, AUTHOR = "Guo, X. and Wei, W. and Liang, J.Q. and Dang, C. 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#TT123199"} @article{bb127121, 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", NUMBER = "10", MONTH = "October", PAGES = "7219-7234", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123200"} @article{bb127122, 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#TT123201"} @article{bb127123, 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#TT123202"} @article{bb127124, 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, VOLUME = "45", YEAR = "2023", NUMBER = "1", MONTH = "January", PAGES = "1201-1216", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123203"} @article{bb127125, 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#TT123204"} @article{bb127126, AUTHOR = "Liu, Q.F. and Cao, W.M. and He, Z.H.", TITLE = "Cycle optimization metric learning for few-shot classification", JOURNAL = PR, VOLUME = "139", YEAR = "2023", PAGES = "109468", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123205"} @article{bb127127, AUTHOR = "Yan, J. and Wei, W. and Guo, X. and Dang, C.Y. and Liang, J.", TITLE = "A bi-level metric learning framework via self-paced learning weighting", JOURNAL = PR, VOLUME = "139", YEAR = "2023", PAGES = "109446", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123206"} @article{bb127128, 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", JOURNAL = MultMed, VOLUME = "25", YEAR = "2023", PAGES = "4307-4322", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123207"} @article{bb127129, 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, VOLUME = "140", YEAR = "2023", PAGES = "104860", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123208"} @article{bb127130, AUTHOR = "Mao, Q. and Ma, S.W.", TITLE = "Enhancing Style-Guided Image-to-Image Translation via Self-Supervised Metric Learning", JOURNAL = MultMed, VOLUME = "25", YEAR = "2023", PAGES = "8511-8526", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123209"} @article{bb127131, AUTHOR = "Wang, X.X. and Jiang, B. and Wang, X. and Tang, J.H. and Luo, B.", TITLE = "Rethinking Batch Sample Relationships for Data Representation: A Batch-Graph Transformer Based Approach", JOURNAL = MultMed, VOLUME = "26", YEAR = "2024", PAGES = "1578-1588", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123210"} @inproceedings{bb127132, AUTHOR = "Gurbuz, Y.Z. and ?ener, O. and Alatan, A.A.", TITLE = "Generalized Sum Pooling for Metric Learning", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "5439-5450", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123211"} @inproceedings{bb127133, 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#TT123212"} @inproceedings{bb127134, 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#TT123213"} @inproceedings{bb127135, 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#TT123214"} @inproceedings{bb127136, 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#TT123215"} @inproceedings{bb127137, 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#TT123216"} @inproceedings{bb127138, 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#TT123217"} @inproceedings{bb127139, 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#TT123218"} @inproceedings{bb127140, 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#TT123219"} @inproceedings{bb127141, 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#TT123220"} @inproceedings{bb127142, 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#TT123221"} @inproceedings{bb127143, 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, YEAR = "2022", PAGES = "2806-2815", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123222"} @inproceedings{bb127144, 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#TT123223"} @inproceedings{bb127145, 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", PAGES = "10296-10305", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123224"} @inproceedings{bb127146, 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, YEAR = "2021", PAGES = "2878-2882", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123225"} @inproceedings{bb127147, AUTHOR = "Katsumata, K. and Kishida, I. and Amma, A. and Nakayama, H.", TITLE = "Open-Set Domain Generalization via Metric Learning", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "459-463", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123226"} @inproceedings{bb127148, AUTHOR = "Yan, J. and Luo, L. and Deng, C. and Huang, H.", TITLE = "Unsupervised Hyperbolic Metric Learning", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "12460-12469", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123227"} @inproceedings{bb127149, 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, YEAR = "2021", PAGES = "9639-9648", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123228"} @inproceedings{bb127150, AUTHOR = "Budnik, M. and Avrithis, Y.", TITLE = "Asymmetric metric learning for knowledge transfer", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "8224-8234", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123229"} @inproceedings{bb127151, 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", PAGES = "5389-5398", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123230"} @inproceedings{bb127152, AUTHOR = "Kim, S. and Kim, D. and Cho, M. and Kwak, S.", TITLE = "Embedding Transfer with Label Relaxation for Improved Metric Learning", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "3966-3975", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123231"} @inproceedings{bb127153, AUTHOR = "Park, J. and Jung, Y.G. and Teoh, A.B.J.", TITLE = "Revisiting ImprovedGAN with Metric Learning for Semi-Supervised Learning", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "1467-1474", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123232"} @inproceedings{bb127154, AUTHOR = "Teh, E.W. and DeVries, T. and Taylor, G.W.", TITLE = "ProxyNCA++: Revisiting and Revitalizing Proxy Neighborhood Component Analysis", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XXIV:448-464", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123233"} @inproceedings{bb127155, AUTHOR = "Musgrave, K. and Belongie, S. and Lim, S.N.", TITLE = "A Metric Learning Reality Check", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XXV:681-699", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123234"} @inproceedings{bb127156, AUTHOR = "Zhu, P. and Gu, M. and Li, W. and Zhang, C. and Hu, Q.", TITLE = "Progressive Point To Set Metric Learning For Semi-Supervised Few-Shot Classification", BOOKTITLE = ICIP20, YEAR = "2020", PAGES = "196-200", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123235"} @inproceedings{bb127157, AUTHOR = "Zhu, J.C. and Shi, L.L. and Yan, J.C. and Zha, H.Y.", TITLE = "AutoMix: Mixup Networks for Sample Interpolation via Cooperative Barycenter Learning", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "X:633-649", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123236"} @inproceedings{bb127158, AUTHOR = "Boudiaf, M. and Rony, J. and Ziko, I.M. and Granger, E. and Pedersoli, M. and Piantanida, P. and Ben Ayed, I.", TITLE = "A Unifying Mutual Information View of Metric Learning: Cross-entropy vs. Pairwise Losses", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "VI:548-564", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123237"} @inproceedings{bb127159, AUTHOR = "Wang, X. and Zhang, H.Z. and Huang, W.L. and Scott, M.R.", TITLE = "Cross-Batch Memory for Embedding Learning", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "6387-6396", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123238"} @inproceedings{bb127160, AUTHOR = "Sogi, N. and Souza, L.S. and Gatto, B.B. and Fukui, K.", TITLE = "Metric Learning with A-based Scalar Product for Image-set Recognition", BOOKTITLE = Diff-CVML20, YEAR = "2020", PAGES = "3715-3724", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123239"} @inproceedings{bb127161, AUTHOR = "Xuan, H. and Stylianou, A. and Pless, R.", TITLE = "Improved Embeddings with Easy Positive Triplet Mining", BOOKTITLE = WACV20, YEAR = "2020", PAGES = "2463-2471", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123240"} @inproceedings{bb127162, AUTHOR = "Brattoli, B. and Roth, K. and Ommer, B.", TITLE = "MIC: Mining Interclass Characteristics for Improved Metric Learning", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "7999-8008", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123241"} @inproceedings{bb127163, AUTHOR = "Karlinsky, L. and Shtok, J. and Harary, S. and Schwartz, E. and Aides, A. and Feris, R.S. and Giryes, R. and Bronstein, A.M.", TITLE = "RepMet: Representative-Based Metric Learning for Classification and Few-Shot Object Detection", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "5192-5201", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123242"} @inproceedings{bb127164, AUTHOR = "Sanakoyeu, A. and Tschernezki, V. and Buchler, U. and Ommer, B.", TITLE = "Divide and Conquer the Embedding Space for Metric Learning", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "471-480", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123243"} @inproceedings{bb127165, AUTHOR = "Mussabayeva, A. and Pisov, M. and Kurmukov, A. and Kroshnin, A. and Denisova, Y. and Shen, L. and Cong, S. and Wang, L. and Gutman, B.", TITLE = "Diffeomorphic Metric Learning and Template Optimization for Registration-based Predictive Models", BOOKTITLE = MFCA19, YEAR = "2019", PAGES = "151-161", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123244"} @inproceedings{bb127166, AUTHOR = "Passalis, N. and Tefas, A. and Iosifidis, A. and Gabbouj, M.", TITLE = "Class-Based Variational Representation Learning For Robust Image Retrieval", BOOKTITLE = ICIP19, YEAR = "2019", PAGES = "854-858", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123245"} @inproceedings{bb127167, AUTHOR = "Vo, N. and Hays, J.", TITLE = "Generalization in Metric Learning: Should the Embedding Layer Be Embedding Layer?", BOOKTITLE = WACV19, YEAR = "2019", PAGES = "589-598", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123246"} @inproceedings{bb127168, AUTHOR = "Iscen, A. and Tolias, G. and Avrithis, Y. and Chum, O.", TITLE = "Mining on Manifolds: Metric Learning Without Labels", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "7642-7651", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123247"} @inproceedings{bb127169, AUTHOR = "Qian, Q. and Tang, J. and Li, H. and Zhu, S. and Jin, R.", TITLE = "Large-Scale Distance Metric Learning with Uncertainty", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "8542-8550", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123248"} @inproceedings{bb127170, AUTHOR = "Bi, Y. and Fant, B. and Wu, F.", TITLE = "Cayley- Klein Metric Learning with Shrinkage-Expansion Constraints", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "43-48", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123249"} @inproceedings{bb127171, AUTHOR = "Sun, G. and Cong, Y. and Wang, Q. and Xu, X.", TITLE = "Online Low-Rank Metric Learning via Parallel Coordinate Descent Method", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "207-212", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123250"} @inproceedings{bb127172, AUTHOR = "Wang, Z. and Shi, B. and Smith, C.D. and Liu, J.", TITLE = "Nonlinear Metric Learning through Geodesic Interpolation within Lie Groups", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "898-903", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123251"} @inproceedings{bb127173, AUTHOR = "Tian, Y. and Yu, X. and Fan, B. and Wu, F.C. and Heijnen, H. and Balntas, V.", TITLE = "SOSNet: Second Order Similarity Regularization for Local Descriptor Learning", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "11008-11017", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123252"} @inproceedings{bb127174, AUTHOR = "Balntas, V. and Li, S. and Prisacariu, V.A.", TITLE = "RelocNet: Continuous Metric Learning Relocalisation Using Neural Nets", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "XIV: 782-799", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123253"} @inproceedings{bb127175, AUTHOR = "Dutta, U.K. and Chandra Sekhar, C.", TITLE = "Subspace Segmentation Based Metric Learning", BOOKTITLE = ICIP18, YEAR = "2018", PAGES = "1623-1627", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123254"} @inproceedings{bb127176, AUTHOR = "Fang, Y. and Zheng, Y.", TITLE = "Metric learning based on attribute hypergraph", BOOKTITLE = ICIP17, YEAR = "2017", PAGES = "3440-3444", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123255"} @inproceedings{bb127177, AUTHOR = "Yuan, Y.H. and Yang, K.Y. and Zhang, C.", TITLE = "Hard-Aware Deeply Cascaded Embedding", BOOKTITLE = ICCV17, YEAR = "2017", PAGES = "814-823", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123256"} @inproceedings{bb127178, AUTHOR = "Movshovitz Attias, Y. and Toshev, A. and Leung, T.K. and Ioffe, S. and Singh, S.", TITLE = "No Fuss Distance Metric Learning Using Proxies", BOOKTITLE = ICCV17, YEAR = "2017", PAGES = "360-368", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123257"} @inproceedings{bb127179, AUTHOR = "Law, M.T. and Yu, Y. and Urtasun, R. and Zemel, R.S. and Xing, E.P.", TITLE = "Efficient Multiple Instance Metric Learning Using Weakly Supervised Data", BOOKTITLE = CVPR17, YEAR = "2017", PAGES = "5948-5956", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123258"} @inproceedings{bb127180, AUTHOR = "Zhang, H. and Patel, V.M. and Chellappa, R.", TITLE = "Hierarchical Multimodal Metric Learning for Multimodal Classification", BOOKTITLE = CVPR17, YEAR = "2017", PAGES = "2925-2933", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123259"} @inproceedings{bb127181, AUTHOR = "Di, X. and Patel, V.M.", TITLE = "Large Margin Multi-Modal Triplet Metric Learning", BOOKTITLE = FG17, YEAR = "2017", PAGES = "370-377", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123260"} @inproceedings{bb127182, AUTHOR = "Hernandez Duran, M. and Plasencia Calana, Y. and Mendez Vazquez, H.", TITLE = "Metric Learning in the Dissimilarity Space to Improve Low-Resolution Face Recognition", BOOKTITLE = CIARP16, YEAR = "2016", PAGES = "217-224", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123261"} @inproceedings{bb127183, AUTHOR = "Gonzalez, H. and Morell, C. and Ferri, F.J.", TITLE = "Improving Nearest Neighbor Based Multi-target Prediction Through Metric Learning", BOOKTITLE = CIARP16, YEAR = "2016", PAGES = "368-376", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123262"} @inproceedings{bb127184, AUTHOR = "Zantedeschi, V. and Emonet, R. and Sebban, M.", TITLE = "Metric Learning as Convex Combinations of Local Models with Generalization Guarantees", BOOKTITLE = CVPR16, YEAR = "2016", PAGES = "1478-1486", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123263"} @inproceedings{bb127185, AUTHOR = "Saxena, S. and Verbeek, J.J.", TITLE = "Coordinated Local Metric Learning", BOOKTITLE = ChaLearnDec15, YEAR = "2015", PAGES = "369-377", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123264"} @inproceedings{bb127186, AUTHOR = "Shi, H.B. and Luo, Y. and Xu, C. and Wen, Y.G.", TITLE = "Manifold Regularized Transfer Distance Metric Learning", BOOKTITLE = BMVC15, YEAR = "2015", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123265"} @inproceedings{bb127187, AUTHOR = "Bi, Y.H. and Fan, B. and Wu, F.C.", TITLE = "Beyond Mahalanobis metric: Cayley-Klein metric learning", BOOKTITLE = CVPR15, YEAR = "2015", PAGES = "2339-2347", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123266"} @inproceedings{bb127188, AUTHOR = "Negrel, R. and Lechervy, A. and Jurie, F.", TITLE = "Boosted Metric Learning for Efficient Identity-Based Face Retrieval", BOOKTITLE = BMVC15, YEAR = "2015", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123267"} @inproceedings{bb127189, AUTHOR = "Wang, Q.L. and Zuo, W.M. and Zhang, L. and Li, P.H.", TITLE = "Shrinkage Expansion Adaptive Metric Learning", BOOKTITLE = ECCV14, YEAR = "2014", PAGES = "VII: 456-471", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123268"} @inproceedings{bb127190, AUTHOR = "Ebert, S. and Fritz, M. and Schiele, B.", TITLE = "Active Metric Learning for Object Recognition", BOOKTITLE = DAGM12, YEAR = "2012", PAGES = "327-336", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123269"} @inproceedings{bb127191, AUTHOR = "Chen, X.L. and Tong, Z.F. and Liu, H.F. and Cai, D.", TITLE = "Metric learning with two-dimensional smoothness for visual analysis", BOOKTITLE = CVPR12, YEAR = "2012", PAGES = "2533-2538", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123270"} @inproceedings{bb127192, AUTHOR = "Perez Suay, A. and Ferri, F.J. and Arevalillo Herraez, M. and Albert, J.V.", TITLE = "About Combining Metric Learning and Prototype Generation", BOOKTITLE = SSSPR14, YEAR = "2014", PAGES = "323-332", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123271"} @inproceedings{bb127193, AUTHOR = "Perez Suay, A. and Ferri, F.J. and Albert, J.V.", TITLE = "An Online Metric Learning Approach through Margin Maximization", BOOKTITLE = IbPRIA11, YEAR = "2011", PAGES = "500-507", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123272"} @inproceedings{bb127194, AUTHOR = "Perez Suay, A. and Ferri, F.J. and Albert, J.V.", TITLE = "A Random Extension for Discriminative Dimensionality Reduction and Metric Learning", BOOKTITLE = IbPRIA09, YEAR = "2009", PAGES = "370-377", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123273"} @inproceedings{bb127195, AUTHOR = "Perez Suay, A. and Ferri, F.J.", TITLE = "Online Metric Learning Methods Using Soft Margins and Least Squares Formulations", BOOKTITLE = SSSPR12, YEAR = "2012", PAGES = "373-381", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123274"} @inproceedings{bb127196, AUTHOR = "Perez Suay, A. and Ferri, F.J.", TITLE = "Scaling Up a Metric Learning Algorithm for Image Recognition and Representation", BOOKTITLE = ISVC08, YEAR = "2008", PAGES = "II: 592-601", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123275"} @inproceedings{bb127197, AUTHOR = "Liu, M. and Vemuri, B.C.", TITLE = "A Robust and Efficient Doubly Regularized Metric Learning Approach", BOOKTITLE = ECCV12, YEAR = "2012", PAGES = "IV: 646-659", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123276"} @inproceedings{bb127198, AUTHOR = "Noh, S.", TITLE = "Chi^2 Metric learning for nearest neighbor classification and its analysis", BOOKTITLE = ICPR12, YEAR = "2012", PAGES = "991-995", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123277"} @inproceedings{bb127199, AUTHOR = "Chernoff, K. and Loog, M. and Nielsen, M.", TITLE = "Metric learning by directly minimizing the k-NN training error", BOOKTITLE = ICPR12, YEAR = "2012", PAGES = "1265-1268", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT123278"}