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R.X. and Ding, S.H. and Wang, Y. and Shen, W.", TITLE = "ContrastMask: Contrastive Learning to Segment Every Thing", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "11594-11603", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT130251"} @inproceedings{bb134204, AUTHOR = "Wu, H. and Wang, Z.Z. and Song, Y.Y. and Yang, L. and Qin, J.", TITLE = "Cross-patch Dense Contrastive Learning for Semi-supervised Segmentation of Cellular Nuclei in Histopathologic Images", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "11656-11665", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT130252"} @inproceedings{bb134205, AUTHOR = "Meng, J. and Yang, L. and Shin, J. and Fan, D.L. and Seo, J.S.", TITLE = "Contrastive Dual Gating: Learning Sparse Features With Contrastive Learning", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "12247-12255", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT130253"} @inproceedings{bb134206, AUTHOR = "Zou, Y.H. and Fu, Y.", TITLE = "Estimating Fine-Grained Noise Model via Contrastive Learning", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "12672-12681", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT130254"} @inproceedings{bb134207, AUTHOR = "Chen, M.H. and Wei, F.Y. and Li, C. and Cai, D.", TITLE = "Frame-wise Action Representations for Long Videos via Sequence Contrastive Learning", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "13791-13800", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT130255"} @inproceedings{bb134208, AUTHOR = "Yuan, L.Z. and Qian, R. and Cui, Y. and Gong, B.Q. and Schroff, F. and Yang, M.H. and Adam, H. and Liu, T.", TITLE = "Contextualized Spatio-Temporal Contrastive Learning with Self-Supervision", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "13957-13966", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT130256"} @inproceedings{bb134209, AUTHOR = "Wang, J. and Bertasius, G. and Tran, D. and Torresani, L.", TITLE = "Long-Short Temporal Contrastive Learning of Video Transformers", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "13990-14000", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT130257"} @inproceedings{bb134210, AUTHOR = "Yan, J. and Luo, L. and Xu, C.H. and Deng, C. and Huang, H.", TITLE = "Noise Is Also Useful: Negative Correlation-Steered Latent Contrastive Learning", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "31-40", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT130258"} @inproceedings{bb134211, AUTHOR = "Yang, J.W. and Bisk, Y. and Gao, J.F.", TITLE = "TACo: Token-aware Cascade Contrastive Learning for Video-Text Alignment", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "11542-11552", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT130259"} @inproceedings{bb134212, AUTHOR = "Zheng, M.K. and Wang, F. and You, S. and Qian, C. and Zhang, C.S. and Wang, X.G. and Xu, C.", TITLE = "Weakly Supervised Contrastive Learning", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "10022-10031", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT130260"} @inproceedings{bb134213, AUTHOR = "Diba, A. and Sharma, V. and Safdari, R. and Lotfi, D. and Sarfraz, M.S. and Stiefelhagen, R. and Van Gool, L.J.", TITLE = "Vi2CLR: Video and Image for Visual Contrastive Learning of Representation", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "1482-1492", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT130261"} @inproceedings{bb134214, AUTHOR = "Zhong, Z. and Fini, E. and Roy, S. and Luo, Z.M. and Ricci, E. and Sebe, N.", TITLE = "Neighborhood Contrastive Learning for Novel Class Discovery", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "10862-10870", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT130262"} @inproceedings{bb134215, AUTHOR = "Kodama, Y. and Wang, Y. and Kawakami, R. and Naemura, T.", TITLE = "Open-set Recognition with Supervised Contrastive Learning", BOOKTITLE = MVA21, YEAR = "2021", PAGES = "1-5", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT130263"} @inproceedings{bb134216, AUTHOR = "Ghosh, A. and Lan, A.", TITLE = "Contrastive Learning Improves Model Robustness Under Label Noise", BOOKTITLE = LLID21, YEAR = "2021", PAGES = "2697-2702", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT130264"} @inproceedings{bb134217, AUTHOR = "Rai, N. and Adeli, E. and Lee, K.H. and Gaidon, A. and Niebles, J.C.", TITLE = "CoCon: Cooperative-Contrastive Learning", BOOKTITLE = HVU21, YEAR = "2021", PAGES = "3379-3388", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT130265"} @inproceedings{bb134218, AUTHOR = "Xie, E. and Ding, J. and Wang, W.H. and Zhan, X.H. and Xu, H. and Sun, P. and Li, Z.G. and Luo, P.", TITLE = "DetCo: Unsupervised Contrastive Learning for Object Detection", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "8372-8381", BIBSOURCE = 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Image Classification", BOOKTITLE = MMMod21, YEAR = "2021", PAGES = "I:111-122", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT130270"} @inproceedings{bb134223, AUTHOR = "Zhu, R. and Zhao, B.C. and Liu, J.G. and Sun, Z.L. and Chen, C.W.", TITLE = "Improving Contrastive Learning by Visualizing Feature Transformation", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "10286-10295", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT130271"} @inproceedings{bb134224, AUTHOR = "Yuksel, O.K. and Simsar, E. and Er, E.G. and Yanardag, P.", TITLE = "LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "14243-14252", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT130272"} @inproceedings{bb134225, AUTHOR = "Kinakh, V. and Taran, O. and Voloshynovskiy, S.", TITLE = "ScatSimCLR: Self-Supervised Contrastive Learning with Pretext Task Regularization for Small-Scale Datasets", BOOKTITLE = VIPriors21, YEAR = "2021", PAGES = "1098-1106", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT130273"} @inproceedings{bb134226, AUTHOR = "Dwibedi, D. and Aytar, Y. and Tompson, J. and Sermanet, P. and Zisserman, A.", TITLE = "With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "9568-9577", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT130274"} @inproceedings{bb134227, AUTHOR = "Cui, J.Q. and Zhong, Z.S. and Liu, S. and Yu, B. and Jia, J.Y.", TITLE = "Parametric Contrastive Learning", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "695-704", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT130275"} @inproceedings{bb134228, AUTHOR = "Islam, A. and Chen, C.F. and Panda, R. and Karlinsky, L. and Radke, R. and Feris, R.S.", TITLE = "A Broad Study on the Transferability of Visual Representations with Contrastive Learning", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "8825-8835", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT130276"} @inproceedings{bb134229, AUTHOR = "Wang, J. and Jiang, B.", TITLE = "Zero-Shot Learning via Contrastive Learning on Dual Knowledge Graphs", BOOKTITLE = GSP-CV21, YEAR = "2021", PAGES = "885-892", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT130277"} @article{bb134230, AUTHOR = "Devroye, L. and Machell, F.", TITLE = "Data Structures in Kernel Density Estimation", JOURNAL = PAMI, VOLUME = "7", YEAR = "1985", NUMBER = "3", MONTH = "May", PAGES = "360-366", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT130278"} @article{bb134231, AUTHOR = "Wu, M. and Scholkopf, B. and Bakir, G.", TITLE = "A Direct Method for Building Sparse Kernel Learning Algorithms", JOURNAL = MachLearnRes, VOLUME = "7", YEAR = "2006", NUMBER = "4", PAGES = "603-624", BIBSOURCE = 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Pechyony, D. and Yom Tov, E.", TITLE = "Better multiclass classification via a margin-optimized single binary problem", JOURNAL = PRL, VOLUME = "29", YEAR = "2008", NUMBER = "14", MONTH = "October", PAGES = "1954-1959", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT130283"} @article{bb134236, AUTHOR = "Filippone, M. and Camastra, F. and Masulli, F. and Rovetta, S.", TITLE = "A survey of kernel and spectral methods for clustering", JOURNAL = PR, VOLUME = "41", YEAR = "2008", NUMBER = "1", MONTH = "January", PAGES = "176-190", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT130284"} @article{bb134237, AUTHOR = "Gonen, M. and Alpaydin, E.", TITLE = "Cost-conscious multiple kernel learning", JOURNAL = PRL, VOLUME = "31", YEAR = "2010", NUMBER = "9", MONTH = "July", PAGES = "959-965", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT130285"} @article{bb134238, AUTHOR = "Zeng, H. and Cheung, Y.M.", TITLE = "A new feature selection method for Gaussian mixture clustering", JOURNAL = PR, VOLUME = "42", YEAR = "2009", NUMBER = "2", MONTH = "February", PAGES = "243-250", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT130286"} @article{bb134239, AUTHOR = "Zeng, H. and Cheung, Y.M.", TITLE = "Feature Selection and Kernel Learning for Local Learning-Based Clustering", JOURNAL = PAMI, VOLUME = "33", YEAR = "2011", NUMBER = "8", MONTH = "August", PAGES = "1532-1547", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT130287"} @article{bb134240, AUTHOR = "Jia, H. and Cheung, Y.M. and Liu, J.M.", TITLE = "Cooperative and penalized competitive learning with application to kernel-based clustering", JOURNAL = PR, VOLUME = "47", YEAR = "2014", NUMBER = "9", PAGES = "3060-3069", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT130288"} @article{bb134241, AUTHOR = "Ulas, A. and Yildiz, O.T. and Alpaydin, E.", TITLE = "Cost-conscious comparison of supervised learning algorithms over multiple data sets", JOURNAL = PR, VOLUME = "45", YEAR = "2012", NUMBER = "4", PAGES = "1772-1781", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT130289"} @article{bb134242, AUTHOR = "Gonen, M. and Alpaydin, E.", TITLE = "Regularizing multiple kernel learning using response surface methodology", JOURNAL = PR, VOLUME = "44", YEAR = "2011", NUMBER = "1", MONTH = "January", PAGES = "159-171", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT130290"} @article{bb134243, AUTHOR = "Gonen, M. and Alpaydin, E.", TITLE = "Localized algorithms for multiple kernel learning", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "3", MONTH = "March", PAGES = "795-807", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT130291"} @inproceedings{bb134244, AUTHOR = "Gonen, M. and Alpaydin, E.", TITLE = "Localized Multiple Kernel Regression", BOOKTITLE = ICPR10, YEAR = "2010", PAGES = "1425-1428", 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"Wang, S.H. and Huang, Q.M. and Jiang, S.Q. and Tian, Q.", TITLE = "S3-MKL: Scalable Semi-Supervised Multiple Kernel Learning for Real-World Image Applications", JOURNAL = MultMed, VOLUME = "14", YEAR = "2012", NUMBER = "4", PAGES = "1259-1274", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT130296"} @inproceedings{bb134249, AUTHOR = "Wang, S.H. and Jiang, S.Q. and Huang, Q.M. and Tian, Q.", TITLE = "Multiple Kernel Learning with High Order Kernels", BOOKTITLE = ICPR10, YEAR = "2010", PAGES = "2138-2141", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT130297"} @article{bb134250, AUTHOR = "Han, Y. and Yang, K. and Liu, G.", TITLE = "L_p Norm Localized Multiple Kernel Learning via Semi-Definite Programming", JOURNAL = SPLetters, VOLUME = "19", YEAR = "2012", NUMBER = "10", MONTH = "October", PAGES = "688-691", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT130298"} @article{bb134251, AUTHOR = "Yang, J.J. and Tian, Y.H. and Duan, L.Y. and Huang, T. and Gao, W.", TITLE = "Group-Sensitive Multiple Kernel Learning for Object Recognition", JOURNAL = IP, VOLUME = "21", YEAR = "2012", NUMBER = "5", MONTH = "May", PAGES = "2838-2852", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT130299"} @inproceedings{bb134252, AUTHOR = "Yang, J.J. and Li, Y.N. and Tian, Y.H. and Duan, L.Y. and Gao, W.", TITLE = "Group-sensitive multiple kernel learning for object categorization", BOOKTITLE = ICCV09, YEAR = "2009", PAGES = "436-443", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT130300"} @article{bb134253, AUTHOR = "Gu, Y.F. and Wang, C. and You, D. and Zhang, Y.H. and Wang, S.Z. and Zhang, Y.", TITLE = "Representative Multiple Kernel Learning for Classification in Hyperspectral Imagery", JOURNAL = GeoRS, VOLUME = "50", YEAR = "2012", NUMBER = "7", MONTH = "July", PAGES = "2852-2865", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT130301"} 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F. and Shouraki, S.B. and Eslami, E.", TITLE = "Scalable semi-supervised clustering by spectral kernel learning", JOURNAL = PRL, VOLUME = "45", YEAR = "2014", NUMBER = "1", PAGES = "161-171", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT130305"} @inproceedings{bb134258, AUTHOR = "Baghshah, M.S. and Shouraki, S.B.", TITLE = "Efficient Kernel Learning from Constraints and Unlabeled Data", BOOKTITLE = ICPR10, YEAR = "2010", PAGES = "3364-3367", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT130306"} @article{bb134259, AUTHOR = "Bucak, S.S. and Jin, R. and Jain, A.K.", TITLE = "Multiple Kernel Learning for Visual Object Recognition: A Review", JOURNAL = PAMI, VOLUME = "36", YEAR = "2014", NUMBER = "7", MONTH = "July", PAGES = "1354-1369", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT130307"} @inproceedings{bb134260, AUTHOR = "Bucak, S.S. and Jin, R. and Jain, A.K.", TITLE = "Multi-label learning with incomplete class assignments", BOOKTITLE = CVPR11, YEAR = "2011", PAGES = "2801-2808", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT130308"} @article{bb134261, AUTHOR = "Han, Y. and Liu, G.Z.", TITLE = "Biologically inspired task oriented gist model for scene classification", JOURNAL = CVIU, VOLUME = "117", YEAR = "2013", NUMBER = "1", MONTH = "January", PAGES = "76-95", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT130309"} @article{bb134262, AUTHOR = "Lu, Y.T. and Wang, L.T. and Lu, J.F. and Yang, J.Y. and Shen, C.H.", TITLE = "Multiple kernel clustering based on centered kernel alignment", JOURNAL = PR, VOLUME = "47", YEAR = "2014", NUMBER = "11", PAGES = "3656-3664", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT130310"} @inproceedings{bb134263, AUTHOR = "Lu, Y.T. and Lu, J.F. and Yang, J.Y.", TITLE = "Adaptive kernel learning based on centered alignment for hierarchical classification", BOOKTITLE = ICPR12, YEAR = 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