@article{bb136400, 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#TT132410"} @article{bb136401, 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#TT132411"} @article{bb136402, 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#TT132412"} @article{bb136403, AUTHOR = "Yan, J. and Wei, W. and Guo, X.Y. 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#TT132413"} @article{bb136404, AUTHOR = "Wei, D. and Shen, X.B. and Sun, Q.S. and Gao, X.Z. 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#TT132414"} @article{bb136405, 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#TT132415"} @article{bb136406, 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#TT132416"} @article{bb136407, 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#TT132417"} @article{bb136408, AUTHOR = "Yu, Z.P. and Xu, Q.Q. and Jiang, Y.B.Y. and Sun, Y.F. and Huang, Q.M.", TITLE = "Enhancing Sample Utilization in Noise-Robust Deep Metric Learning With Subgroup-Based Positive-Pair Selection", JOURNAL = IP, VOLUME = "33", YEAR = "2024", PAGES = "6083-6097", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132418"} @article{bb136409, AUTHOR = "Diao, H. and Zhang, Y. and Gao, S. and Zhu, J. and Chen, L. and Lu, H.C.", TITLE = "GSSF: Generalized Structural Sparse Function for Deep Cross-Modal Metric Learning", JOURNAL = IP, VOLUME = "33", YEAR = "2024", PAGES = "6241-6252", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132419"} @article{bb136410, AUTHOR = "Jiang, X. and Yao, Y.Z. and Dai, X. and Shen, F.M. and Nie, L.Q. and Shen, H.T.", TITLE = "Anti-Collapse Loss for Deep Metric Learning", JOURNAL = MultMed, VOLUME = "26", YEAR = "2024", PAGES = "11139-11150", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132420"} @article{bb136411, AUTHOR = "Mu, S.Y. and Zu, Y. and Chen, S. and Yang, S.Y. and Feng, Z.X. and Zhang, J.", TITLE = "Few-Shot Metric Learning with Time-Frequency Fusion for Specific Emitter Identification", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "24", PAGES = "4635", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132421"} @article{bb136412, AUTHOR = "Li, Z. and Liu, Z.Y. and Chang, D.L. and Sain, A. and Li, X.X. and Ma, Z.Y. and Xue, J.H. and Song, Y.Z.", TITLE = "Self-randomized focuses effectively boost metric-based few-shot classifiers", JOURNAL = PR, VOLUME = "164", YEAR = "2025", PAGES = "111538", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132422"} @inproceedings{bb136413, AUTHOR = "Devalraju, D.V. and Sekhar, C.C.", TITLE = "Uncertainty-Guided Metric Learning Without Labels", BOOKTITLE = WACV25, YEAR = "2025", PAGES = "7029-7038", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132423"} @inproceedings{bb136414, 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#TT132424"} @inproceedings{bb136415, AUTHOR = "Gurbuz, Y.Z. and Can, O. and Alatan, A.A.", TITLE = "Deep Metric Learning with Chance Constraints", BOOKTITLE = WACV24, YEAR = "2024", PAGES = "532-542", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132425"} @inproceedings{bb136416, 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#TT132426"} @inproceedings{bb136417, AUTHOR = "Gurbuz, Y.Z. and Sener, 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#TT132427"} @inproceedings{bb136418, 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#TT132428"} @inproceedings{bb136419, 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#TT132429"} @inproceedings{bb136420, 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#TT132430"} @inproceedings{bb136421, 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#TT132431"} @inproceedings{bb136422, 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#TT132432"} @inproceedings{bb136423, 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#TT132433"} @inproceedings{bb136424, AUTHOR = "Zheng, W.Z. and Huang, Y.H. 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#TT132434"} @inproceedings{bb136425, 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#TT132435"} @inproceedings{bb136426, 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#TT132436"} @inproceedings{bb136427, 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#TT132437"} @inproceedings{bb136428, 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#TT132438"} @inproceedings{bb136429, 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#TT132439"} @inproceedings{bb136430, 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#TT132440"} @inproceedings{bb136431, 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#TT132441"} @inproceedings{bb136432, 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#TT132442"} @inproceedings{bb136433, 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#TT132443"} @inproceedings{bb136434, 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#TT132444"} @inproceedings{bb136435, 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#TT132445"} @inproceedings{bb136436, 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#TT132446"} @inproceedings{bb136437, 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#TT132447"} @inproceedings{bb136438, 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#TT132448"} @inproceedings{bb136439, 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#TT132449"} @inproceedings{bb136440, 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#TT132450"} @inproceedings{bb136441, 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#TT132451"} @inproceedings{bb136442, 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#TT132452"} @inproceedings{bb136443, 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#TT132453"} @inproceedings{bb136444, 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#TT132454"} @inproceedings{bb136445, 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#TT132455"} @inproceedings{bb136446, 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#TT132456"} @inproceedings{bb136447, 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#TT132457"} @inproceedings{bb136448, 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#TT132458"} @inproceedings{bb136449, 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#TT132459"} @inproceedings{bb136450, 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#TT132460"} @inproceedings{bb136451, 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#TT132461"} @inproceedings{bb136452, 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#TT132462"} @inproceedings{bb136453, 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#TT132463"} @inproceedings{bb136454, 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#TT132464"} @inproceedings{bb136455, 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#TT132465"} @inproceedings{bb136456, 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#TT132466"} @inproceedings{bb136457, 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#TT132467"} @inproceedings{bb136458, 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#TT132468"} @inproceedings{bb136459, 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#TT132469"} @inproceedings{bb136460, 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#TT132470"} @inproceedings{bb136461, 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#TT132471"} @inproceedings{bb136462, 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#TT132472"} @inproceedings{bb136463, 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#TT132473"} @inproceedings{bb136464, 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#TT132474"} @inproceedings{bb136465, 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#TT132475"} @inproceedings{bb136466, 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#TT132476"} @inproceedings{bb136467, 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#TT132477"} @inproceedings{bb136468, 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#TT132478"} @inproceedings{bb136469, 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#TT132479"} @inproceedings{bb136470, 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#TT132480"} @inproceedings{bb136471, 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#TT132481"} @inproceedings{bb136472, 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#TT132482"} @inproceedings{bb136473, 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#TT132483"} @inproceedings{bb136474, 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#TT132484"} @inproceedings{bb136475, 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#TT132485"} @inproceedings{bb136476, 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#TT132486"} @inproceedings{bb136477, 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#TT132487"} @inproceedings{bb136478, 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#TT132488"} @inproceedings{bb136479, 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#TT132489"} @inproceedings{bb136480, 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#TT132490"} @inproceedings{bb136481, 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#TT132491"} @inproceedings{bb136482, 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#TT132492"} @inproceedings{bb136483, 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#TT132493"} @inproceedings{bb136484, 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#TT132494"} @inproceedings{bb136485, AUTHOR = "Liu, Y.Q. and Caselles, V.", TITLE = "Improved Support Vector Machines with Distance Metric Learning", BOOKTITLE = ACIVS11, YEAR = "2011", PAGES = "82-91", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132495"} @inproceedings{bb136486, AUTHOR = "Mohan, B.S.S. and Sekhar, C.C.", TITLE = "Class-Specific Mahalanobis Distance Metric Learning for Biological Image Classification", BOOKTITLE = ICIAR12, YEAR = "2012", PAGES = "II: 240-248", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132496"} @inproceedings{bb136487, AUTHOR = "Hua, Y. and Wang, S.H. and Zhao, Z.C. and Huang, Q.M. and Cai, A.N.", TITLE = "Cross modal metric learning with multi-level semantic relevance", BOOKTITLE = ICIP14, YEAR = "2014", PAGES = "3092-3096", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132497"} @inproceedings{bb136488, AUTHOR = "Watanabe, K. and Wada, T.", TITLE = "Logistic Component Analysis for Fast Distance Metric Learning", BOOKTITLE = ICPR14, YEAR = "2014", PAGES = "1278-1282", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132498"} @inproceedings{bb136489, AUTHOR = "Fang, C. and Xu, Y. and Rockmore, D.N.", TITLE = "Unbiased Metric Learning: On the Utilization of Multiple Datasets and Web Images for Softening Bias", BOOKTITLE = ICCV13, YEAR = "2013", PAGES = "1657-1664", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132499"} @inproceedings{bb136490, AUTHOR = "Wang, S.H. and Jiang, S.Q. and Huang, Q.M. and Tian, Q.", TITLE = "Multi-feature metric learning with knowledge transfer among semantics and social tagging", BOOKTITLE = CVPR12, YEAR = "2012", PAGES = "2240-2247", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132500"} @inproceedings{bb136491, AUTHOR = "Kozakaya, T. and Ito, S. and Kubota, S.", TITLE = "Random ensemble metrics for object recognition", BOOKTITLE = ICCV11, YEAR = "2011", PAGES = "1959-1966", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132501"} @inproceedings{bb136492, AUTHOR = "Jian, B. and Vemuri, B.C.", TITLE = "Metric Learning Using Iwasawa Decomposition", BOOKTITLE = ICCV07, YEAR = "2007", PAGES = "1-6", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132502"} @inproceedings{bb136493, AUTHOR = "Ye, J.P. and Zhao, Z. and Liu, H.", TITLE = "Adaptive Distance Metric Learning for Clustering", BOOKTITLE = CVPR07, YEAR = "2007", PAGES = "1-7", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT132503"} @article{bb136494, AUTHOR = "Liong, V.E. and Lu, J. and Tan, Y.P. and Zhou, J.", TITLE = "Deep Coupled Metric Learning for Cross-Modal Matching", JOURNAL = MultMed, VOLUME = "19", YEAR = "2017", NUMBER = "6", MONTH = "June", PAGES = "1234-1244", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT132504"} @article{bb136495, AUTHOR = "Lu, J.W. and Hu, J.L. and Zhou, J.", TITLE = "Deep Metric Learning for Visual Understanding: An Overview of Recent Advances", JOURNAL = SPMag, VOLUME = "34", YEAR = "2017", NUMBER = "6", MONTH = "November", PAGES = "76-84", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT132505"} @article{bb136496, AUTHOR = "Gong, Z. and Zhong, P. and Yu, Y. and Hu, W.", TITLE = "Diversity-Promoting Deep Structural Metric Learning for Remote Sensing Scene Classification", JOURNAL = GeoRS, VOLUME = "56", YEAR = "2018", NUMBER = "1", MONTH = "January", PAGES = "371-390", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT132506"} @article{bb136497, AUTHOR = "Ren, C.X. and Li, J.Z. and Ge, P.F. and Xu, X.L.", TITLE = "Deep metric learning via subtype fuzzy clustering", JOURNAL = PR, VOLUME = "90", YEAR = "2019", PAGES = "210-219", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT132507"} @article{bb136498, AUTHOR = "Duan, Y. and Lu, J. and Feng, J. and Zhou, J.", TITLE = "Deep Localized Metric Learning", JOURNAL = CirSysVideo, VOLUME = "28", YEAR = "2018", NUMBER = "10", MONTH = "October", PAGES = "2644-2656", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT132508"} @article{bb136499, AUTHOR = "Zhe, X.F. and Chen, S.F. and Yan, H.", TITLE = "Directional statistics-based deep metric learning for image classification and retrieval", JOURNAL = PR, VOLUME = "93", YEAR = "2019", PAGES = "113-123", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dml2.html#TT132509"}