@article{bb132100, AUTHOR = "Huang, F.X. and Ji, N. and Ni, H.J. and Li, S.J. and Li, X.", TITLE = "Adaptive cooperative exploration for reinforcement learning from imperfect demonstrations", JOURNAL = PRL, VOLUME = "165", YEAR = "2023", PAGES = "176-182", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT128156"} @article{bb132101, AUTHOR = "Huang, F.X. and Li, W.C. and Cui, J.B. and Fu, Y.J. and Li, X.", TITLE = "Unified curiosity-Driven learning with smoothed intrinsic reward estimation", JOURNAL = PR, VOLUME = "123", YEAR = "2022", PAGES = "108352", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT128157"} @article{bb132102, AUTHOR = "Gomez, D. and Quijano, N. and Giraldo, L.F.", TITLE = "Information Optimization and Transferable State Abstractions in Deep Reinforcement Learning", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "4", MONTH = "April", PAGES = "4782-4793", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT128158"} @article{bb132103, AUTHOR = "Zhu, Z.D. and Lin, K.X. and Jain, A.K. and Zhou, J.", TITLE = "Transfer Learning in Deep Reinforcement Learning: A Survey", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "11", MONTH = "November", PAGES = "13344-13362", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT128159"} @article{bb132104, AUTHOR = "Saengkyongam, S. and Thams, N. and Peters, J. and Pfister, N.", TITLE = "Invariant Policy Learning: A Causal Perspective", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "7", MONTH = "July", PAGES = "8606-8620", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT128160"} @article{bb132105, AUTHOR = "Huang, H.C. and Ye, D.H. and Shen, L. and Liu, W.", TITLE = "Curriculum-Based Asymmetric Multi-Task Reinforcement Learning", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "6", MONTH = "June", PAGES = "7258-7269", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT128161"} @article{bb132106, AUTHOR = "Zhang, T.R. and Guo, S.Q. and Tan, T. and Hu, X.L. and Chen, F.", TITLE = "Adjacency Constraint for Efficient Hierarchical Reinforcement Learning", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "4", MONTH = "April", PAGES = "4152-4166", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT128162"} @article{bb132107, AUTHOR = "Deng, Z.H. and Fu, Z. and Wang, L.X. and Yang, Z. and Bai, C.J. and Zhou, T.Y. and Wang, Z.R. and Jiang, J.", TITLE = "False Correlation Reduction for Offline Reinforcement Learning", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "2", MONTH = "February", PAGES = "1199-1211", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT128163"} @inproceedings{bb132108, AUTHOR = "Choi, H. and Lee, H. and Song, W. and Jeon, S. and Sohn, K.H. and Min, D.B.", TITLE = "Local-Guided Global: Paired Similarity Representation for Visual Reinforcement Learning", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "15072-15082", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT128164"} @inproceedings{bb132109, AUTHOR = "Huang, Y.R. and Peng, P.X. and Zhao, Y.F. and Zhai, Y.P. and Xu, H.R. and Tian, Y.H.", TITLE = "Simoun: Synergizing Interactive Motion-appearance Understanding for Vision-based Reinforcement Learning", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "176-185", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT128165"} @inproceedings{bb132110, AUTHOR = "Zhai, Y.P. and Peng, P.X. and Zhao, Y.F. and Huang, Y.R. and Tian, Y.H.", TITLE = "Stabilizing Visual Reinforcement Learning via Asymmetric Interactive Cooperation", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "207-216", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT128166"} @inproceedings{bb132111, AUTHOR = "Choi, H. and Lee, H. and Jeong, S.W. and Min, D.B.", TITLE = "Environment Agnostic Representation for Visual Reinforcement learning", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "263-273", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT128167"} @inproceedings{bb132112, AUTHOR = "Liu, H.Z. and Zhuge, M. and Li, B. and Wang, Y.H. and Faccio, F. and Ghanem, B. and Schmidhuber, J.", TITLE = "Learning to Identify Critical States for Reinforcement Learning from Videos", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "1955-1965", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT128168"} @inproceedings{bb132113, AUTHOR = "Nie, C. and Wang, G.M. and Liu, Z. and Cavalli, L. and Pollefeys, M. and Wang, H.S.", TITLE = "RLSAC: Reinforcement Learning enhanced Sample Consensus for End-to-End Robust Estimation", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "9857-9866", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT128169"} @inproceedings{bb132114, AUTHOR = "Liu, S. and Chen, Z.Y. and Liu, Y. and Wang, Y.Z. and Yang, D. and Zhao, Z. and Zhou, Z.Q. and Yi, X. and Li, W. and Zhang, W.Q. and Gan, Z.X.", TITLE = "Improving Generalization in Visual Reinforcement Learning via Conflict-aware Gradient Agreement Augmentation", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "23379-23389", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT128170"} @inproceedings{bb132115, AUTHOR = "Klinghoffer, T. and Tiwary, K. and Behari, N. and Agrawalla, B. and Raskar, R.", TITLE = "DISeR: Designing Imaging Systems with Reinforcement Learning", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "23575-23585", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT128171"} @inproceedings{bb132116, AUTHOR = "Fang, F. and Liang, W.Y. and Wu, Y. and Xu, Q.L. and Lim, J.H.", TITLE = "Improving Generalization of Reinforcement Learning Using a Bilinear Policy Network", BOOKTITLE = ICIP22, YEAR = "2022", PAGES = "991-995", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT128172"} @inproceedings{bb132117, AUTHOR = "Lucchesi, N. and Carta, A. and Lomonaco, V. and Bacciu, D.", TITLE = "Avalanche RL: A Continual Reinforcement Learning Library", BOOKTITLE = CIAP22, YEAR = "2022", PAGES = "I:524-535", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT128173"} @inproceedings{bb132118, AUTHOR = "Wang, X.D. and Lian, L. and Yu, S.X.", TITLE = "Unsupervised Visual Attention and Invariance for Reinforcement Learning", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "6673-6683", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT128174"} @inproceedings{bb132119, AUTHOR = "Garcia Ramirez, J. and Morales, E. and Escalante, H.J.", TITLE = "Multi-source Transfer Learning for Deep Reinforcement Learning", BOOKTITLE = MCPR21, YEAR = "2021", PAGES = "131-140", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT128175"} @inproceedings{bb132120, AUTHOR = "Zhang, Z.Z. and Pfister, T.", TITLE = "Learning Fast Sample Re-weighting Without Reward Data", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "705-714", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT128176"} @inproceedings{bb132121, AUTHOR = "Hong, J. and Fang, P.F. and Li, W.H. and Zhang, T. and Simon, C. and Harandi, M. and Petersson, L.", TITLE = "Reinforced Attention for Few-Shot Learning and Beyond", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "913-923", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT128177"} @inproceedings{bb132122, AUTHOR = "Zhang, Y.S. and Ye, H. and Davison, B.D.", TITLE = "Adversarial Reinforcement Learning for Unsupervised Domain Adaptation", BOOKTITLE = WACV21, YEAR = "2021", PAGES = "635-644", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT128178"} @inproceedings{bb132123, AUTHOR = "Zhang, Y.S. and Davison, B.D.", TITLE = "Adversarial Continuous Learning in Unsupervised Domain Adaptation", BOOKTITLE = DLPR20, YEAR = "2020", PAGES = "672-687", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT128179"} @inproceedings{bb132124, AUTHOR = "Lomonaco, V. and Desai, K. and Culurciello, E. and Maltoni, D.", TITLE = "Continual Reinforcement Learning in 3D Non-stationary Environments", BOOKTITLE = CLVision20, YEAR = "2020", PAGES = "999-1008", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT128180"} @inproceedings{bb132125, AUTHOR = "Zhu, L.C. and Arik, S.O. and Yang, Y. and Pfister, T.", TITLE = "Learning to Transfer Learn: Reinforcement Learning-based Selection for Adaptive Transfer Learning", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XXVII:342-358", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT128181"} @inproceedings{bb132126, AUTHOR = "Manteghi, S. and Parvin, H. and Heidarzadegan, A. and Nemati, Y.", TITLE = "Multitask Reinforcement Learning in Nondeterministic Environments: Maze Problem Case", BOOKTITLE = MCPR15, YEAR = "2015", PAGES = "64-73", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT128182"} @inproceedings{bb132127, AUTHOR = "Garcia, E.O. and de Cote, E.M. and Morales, E.F.", TITLE = "Qualitative Transfer for Reinforcement Learning with Continuous State and Action Spaces", BOOKTITLE = CIARP13, YEAR = "2013", PAGES = "I:198-205", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT128183"} @article{bb132128, AUTHOR = "Gan, G. and Wu, J.", TITLE = "A convergence theorem for the fuzzy subspace clustering (FSC) algorithm", JOURNAL = PR, VOLUME = "41", YEAR = "2008", NUMBER = "6", MONTH = "June", PAGES = "1939-1947", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128184"} @article{bb132129, AUTHOR = "Deng, Z.H. and Choi, K.S. and Chung, F.L. and Wang, S.T.", TITLE = "Enhanced soft subspace clustering integrating within-cluster and between-cluster information", JOURNAL = PR, VOLUME = "43", YEAR = "2010", NUMBER = "3", MONTH = "March", PAGES = "767-781", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128185"} @article{bb132130, AUTHOR = "Bai, L. and Liang, J. and Dang, C.Y. and Cao, F.Y.", TITLE = "A novel attribute weighting algorithm for clustering high-dimensional categorical data", JOURNAL = PR, VOLUME = "44", YEAR = "2011", NUMBER = "12", MONTH = "December", PAGES = "2843-2861", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128186"} @article{bb132131, AUTHOR = "Peng, L.Q. and Zhang, J.Y.", TITLE = "An entropy weighting mixture model for subspace clustering of high-dimensional data", JOURNAL = PRL, VOLUME = "32", YEAR = "2011", NUMBER = "8", MONTH = "June", PAGES = "1154-1161", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128187"} @article{bb132132, AUTHOR = "Ahmad, A. and Dey, L.", TITLE = "A k-means type clustering algorithm for subspace clustering of mixed numeric and categorical datasets", JOURNAL = PRL, VOLUME = "32", YEAR = "2011", NUMBER = "7", MONTH = "May", PAGES = "1062-1069", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128188"} @article{bb132133, AUTHOR = "Chen, X.J. and Ye, Y.M. and Xu, X.F. and Huang, J.Z.", TITLE = "A feature group weighting method for subspace clustering of high-dimensional data", JOURNAL = PR, VOLUME = "45", YEAR = "2012", NUMBER = "1", PAGES = "434-446", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128189"} @article{bb132134, AUTHOR = "Jing, L.P. and Tian, K. and Huang, J.Z.", TITLE = "Stratified feature sampling method for ensemble clustering of high dimensional data", JOURNAL = PR, VOLUME = "48", YEAR = "2015", NUMBER = "11", PAGES = "3688-3702", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128190"} @article{bb132135, AUTHOR = "Ng, T.F. and Pham, T.D. and Jia, X.P.", TITLE = "Feature interaction in subspace clustering using the Choquet integral", JOURNAL = PR, VOLUME = "45", YEAR = "2012", NUMBER = "7", MONTH = "July", PAGES = "2645-2660", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128191"} @article{bb132136, AUTHOR = "Pham, T.D. and Brandl, M. and Beck, D.", TITLE = "Fuzzy declustering-based vector quantization", JOURNAL = PR, VOLUME = "42", YEAR = "2009", NUMBER = "11", MONTH = "November", PAGES = "2570-2577", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128192"} @inproceedings{bb132137, AUTHOR = "Ng, T.F. and Pham, T.D. and Sun, C.M.", TITLE = "Automated Feature Weighting in Fuzzy Declustering-based Vector Quantization", BOOKTITLE = ICPR10, YEAR = "2010", PAGES = "686-689", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128193"} @article{bb132138, AUTHOR = "Xia, H. and Zhuang, J. and Yu, D.H.", TITLE = "Novel soft subspace clustering with multi-objective evolutionary approach for high-dimensional data", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "9", MONTH = "September", PAGES = "2562-2575", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128194"} @article{bb132139, AUTHOR = "Adler, A. and Elad, M. and Hel Or, Y.", TITLE = "Probabilistic Subspace Clustering Via Sparse Representations", JOURNAL = SPLetters, VOLUME = "20", YEAR = "2013", NUMBER = "1", MONTH = "January", PAGES = "63-66", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128195"} @article{bb132140, AUTHOR = "Liu, J.M. and Chen, Y.J. and Zhang, J.S. and Xu, Z.B.", TITLE = "Enhancing Low-Rank Subspace Clustering by Manifold Regularization", JOURNAL = IP, VOLUME = "23", YEAR = "2014", NUMBER = "9", MONTH = "September", PAGES = "4022-4030", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128196"} @article{bb132141, AUTHOR = "Gan, G.J. and Ng, M.K.P.", TITLE = "Subspace clustering using affinity propagation", JOURNAL = PR, VOLUME = "48", YEAR = "2015", NUMBER = "4", PAGES = "1455-1464", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128197"} @article{bb132142, AUTHOR = "Gan, G.J. and Ng, M.K.P.", TITLE = "Subspace clustering with automatic feature grouping", JOURNAL = PR, VOLUME = "48", YEAR = "2015", NUMBER = "11", PAGES = "3703-3713", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128198"} @article{bb132143, AUTHOR = "Gan, G.J. and Ng, M.K.P.", TITLE = "k-means clustering with outlier removal", JOURNAL = PRL, VOLUME = "90", YEAR = "2017", NUMBER = "1", PAGES = "8-14", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128199"} @article{bb132144, AUTHOR = "Zhao, X.Y. and Zhang, C.Y. and Zhang, Z.F.", TITLE = "Distributed cross-media multiple binary subspace learning", JOURNAL = MultInfoRetr, VOLUME = "4", YEAR = "2015", NUMBER = "2", MONTH = "June", PAGES = "153-164", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128200"} @article{bb132145, AUTHOR = "Hu, H. and Feng, J. and Zhou, J.", TITLE = "Exploiting Unsupervised and Supervised Constraints for Subspace Clustering", JOURNAL = PAMI, VOLUME = "37", YEAR = "2015", NUMBER = "8", MONTH = "August", PAGES = "1542-1557", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128201"} @article{bb132146, AUTHOR = "Xu, J. and Xu, K. and Chen, K. and Ruan, J.", TITLE = "Reweighted sparse subspace clustering", JOURNAL = CVIU, VOLUME = "138", YEAR = "2015", NUMBER = "1", PAGES = "25-37", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128202"} @article{bb132147, AUTHOR = "Kang, Z. and Peng, C. and Cheng, Q.A.", TITLE = "Robust Subspace Clustering via Smoothed Rank Approximation", JOURNAL = SPLetters, VOLUME = "22", YEAR = "2015", NUMBER = "11", MONTH = "November", PAGES = "2088-2092", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128203"} @inproceedings{bb132148, AUTHOR = "Peng, C. and Kang, Z. and Cheng, Q.A.", TITLE = "Subspace Clustering via Variance Regularized Ridge Regression", BOOKTITLE = CVPR17, YEAR = "2017", PAGES = "682-691", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128204"} @article{bb132149, AUTHOR = "Peng, C. and Kang, Z. and Yang, M. and Cheng, Q.A.", TITLE = "Feature Selection Embedded Subspace Clustering", JOURNAL = SPLetters, VOLUME = "23", YEAR = "2016", NUMBER = "7", MONTH = "July", PAGES = "1018-1022", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128205"} @article{bb132150, AUTHOR = "Wang, Y. and Lin, X.M. and Wu, L. and Zhang, W.J. and Zhang, Q. and Huang, X.D.", TITLE = "Robust Subspace Clustering for Multi-View Data by Exploiting Correlation Consensus", JOURNAL = IP, VOLUME = "24", YEAR = "2015", NUMBER = "11", MONTH = "November", PAGES = "3939-3949", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128206"} @article{bb132151, AUTHOR = "Yin, M. and Gao, J.B. and Lin, Z.C. and Shi, Q.F. and Guo, Y.", TITLE = "Dual Graph Regularized Latent Low-Rank Representation for Subspace Clustering", JOURNAL = IP, VOLUME = "24", YEAR = "2015", NUMBER = "12", MONTH = "December", PAGES = "4918-4933", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128207"} @article{bb132152, AUTHOR = "Yin, M. and Xie, S.L. and Wu, Z.Z. and Zhang, Y. and Gao, J.B.", TITLE = "Subspace Clustering via Learning an Adaptive Low-Rank Graph", JOURNAL = IP, VOLUME = "27", YEAR = "2018", NUMBER = "8", MONTH = "August", PAGES = "3716-3728", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128208"} @article{bb132153, AUTHOR = "Yin, M. and Gao, J.B. and Lin, Z.C.", TITLE = "Laplacian Regularized Low-Rank Representation and Its Applications", JOURNAL = PAMI, VOLUME = "38", YEAR = "2016", NUMBER = "3", MONTH = "March", PAGES = "504-517", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128209"} @article{bb132154, AUTHOR = "He, R. and Zhang, M. and Wang, L. and Ji, Y. and Yin, Q.Y.", TITLE = "Cross-Modal Subspace Learning via Pairwise Constraints", JOURNAL = IP, VOLUME = "24", YEAR = "2015", NUMBER = "12", MONTH = "December", PAGES = "5543-5556", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128210"} @article{bb132155, AUTHOR = "Babaeian, A. and Babaee, M. and Bayestehtashk, A. and Bandarabadi, M.", TITLE = "Nonlinear subspace clustering using curvature constrained distances", JOURNAL = PRL, VOLUME = "68, Part 1", YEAR = "2015", NUMBER = "1", PAGES = "118-125", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128211"} @article{bb132156, AUTHOR = "Chen, L.F. and Wang, S.R. and Wang, K.J. and Zhu, J.P.", TITLE = "Soft subspace clustering of categorical data with probabilistic distance", JOURNAL = PR, VOLUME = "51", YEAR = "2016", NUMBER = "1", PAGES = "322-332", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128212"} @article{bb132157, AUTHOR = "Luo, C. and Ni, B. and Yan, S. and Wang, M.", TITLE = "Image Classification by Selective Regularized Subspace Learning", JOURNAL = MultMed, VOLUME = "18", YEAR = "2016", NUMBER = "1", MONTH = "January", PAGES = "40-50", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128213"} @article{bb132158, AUTHOR = "Su, S.Z. and Ge, H.W. and Yuan, Y.H.", TITLE = "Kernel propagation strategy: A novel out-of-sample propagation projection for subspace learning", JOURNAL = JVCIR, VOLUME = "36", YEAR = "2016", NUMBER = "1", PAGES = "69-79", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128214"} @article{bb132159, AUTHOR = "Washizawa, Y.", TITLE = "Learning Subspace Classification Using Subset Approximated Kernel Principal Component Analysis", JOURNAL = IEICE, VOLUME = "E99-D", YEAR = "2016", NUMBER = "5", MONTH = "May", PAGES = "1353-1363", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128215"} @inproceedings{bb132160, AUTHOR = "Washizawa, Y.", TITLE = "Trace Norm Regularization and Application to Tensor Based Feature Extraction", BOOKTITLE = Subspace10, YEAR = "2010", PAGES = "404-413", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128216"} @inproceedings{bb132161, AUTHOR = "Washizawa, Y. and Tanaka, M.", TITLE = "Centered Subset Kernel PCA for Denoising", BOOKTITLE = Subspace10, YEAR = "2010", PAGES = "354-363", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128217"} @inproceedings{bb132162, AUTHOR = "Washizawa, Y.", TITLE = "Subset kernel PCA for pattern recognition", BOOKTITLE = Subspace09, YEAR = "2009", PAGES = "162-169", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128218"} @inproceedings{bb132163, AUTHOR = "Washizawa, Y. and Yamashita, Y.", TITLE = "Non-linear Wiener filter in reproducing kernel Hilbert space", BOOKTITLE = ICPR06, YEAR = "2006", PAGES = "I: 967-970", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128219"} @inproceedings{bb132164, AUTHOR = "Washizawa, Y. and Yamashita, Y.", TITLE = "Kernel sample space projection classifier for pattern recognition", BOOKTITLE = ICPR04, YEAR = "2004", PAGES = "II: 435-438", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128220"} @article{bb132165, AUTHOR = "Fang, X.Z. and Xu, Y. and Li, X. and Lai, Z. and Wong, W.K.", TITLE = "Robust Semi-Supervised Subspace Clustering via Non-Negative Low-Rank Representation", JOURNAL = Cyber, VOLUME = "46", YEAR = "2016", NUMBER = "8", MONTH = "August", PAGES = "1828-1838", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128221"} @article{bb132166, AUTHOR = "Fei, L. and Xu, Y. and Fang, X.Z. and Yang, J.", TITLE = "Low rank representation with adaptive distance penalty for semi-supervised subspace classification", JOURNAL = PR, VOLUME = "67", YEAR = "2017", NUMBER = "1", PAGES = "252-262", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128222"} @article{bb132167, AUTHOR = "Li, Q. and Sun, Z.A. and Lin, Z.C. and He, R. and Tan, T.N.", TITLE = "Transformation invariant subspace clustering", JOURNAL = PR, VOLUME = "59", YEAR = "2016", NUMBER = "1", PAGES = "142-155", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128223"} @article{bb132168, AUTHOR = "Yuan, M.D. and Feng, D.Z. and Liu, W.J. and Xiao, C.B.", TITLE = "Collaborative representation discriminant embedding for image classification", JOURNAL = JVCIR, VOLUME = "41", YEAR = "2016", NUMBER = "1", PAGES = "212-224", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128224"} @article{bb132169, AUTHOR = "Yin, Q.Y. and Wu, S. and Wang, L.", TITLE = "Unified subspace learning for incomplete and unlabeled multi-view data", JOURNAL = PR, VOLUME = "67", YEAR = "2017", NUMBER = "1", PAGES = "313-327", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128225"} @article{bb132170, AUTHOR = "Ma, C. and Tsang, I.W. and Peng, F. and Liu, C.", TITLE = "Partial Hash Update via Hamming Subspace Learning", JOURNAL = IP, VOLUME = "26", YEAR = "2017", NUMBER = "4", MONTH = "April", PAGES = "1939-1951", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128226"} @article{bb132171, AUTHOR = "Shi, D.M. and Wang, J. and Cheng, D. and Gao, J.B.", TITLE = "A global-local affinity matrix model via EigenGap for graph-based subspace clustering", JOURNAL = PRL, VOLUME = "89", YEAR = "2017", NUMBER = "1", PAGES = "67-72", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128227"} @article{bb132172, AUTHOR = "Wang, Z.Y. and Xue, J.H.", TITLE = "The matched subspace detector with interaction effects", JOURNAL = PR, VOLUME = "68", YEAR = "2017", NUMBER = "1", PAGES = "24-37", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128228"} @article{bb132173, AUTHOR = "Peng, C. and Kang, Z. and Xu, F. and Chen, Y. and Cheng, Q.", TITLE = "Image Projection Ridge Regression for Subspace Clustering", JOURNAL = SPLetters, VOLUME = "24", YEAR = "2017", NUMBER = "7", MONTH = "July", PAGES = "991-995", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128229"} @article{bb132174, AUTHOR = "Brbic, M. and Kopriva, I.", TITLE = "Multi-view low-rank sparse subspace clustering", JOURNAL = PR, VOLUME = "73", YEAR = "2018", NUMBER = "1", PAGES = "247-258", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128230"} @article{bb132175, AUTHOR = "Yan, Q. and Ding, Y. and Xia, Y. and Chong, Y.W. and Zheng, C.H.", TITLE = "Class Probability Propagation of Supervised Information Based on Sparse Subspace Clustering for Hyperspectral Images", JOURNAL = RS, VOLUME = "9", YEAR = "2017", NUMBER = "10", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128231"} @article{bb132176, AUTHOR = "Ding, Y. and Pan, S.M. and Chong, Y.W.", TITLE = "Robust Spatial-Spectral Block-Diagonal Structure Representation With Fuzzy Class Probability for Hyperspectral Image Classification", JOURNAL = GeoRS, VOLUME = "58", YEAR = "2020", NUMBER = "3", MONTH = "March", PAGES = "1747-1762", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128232"} @article{bb132177, AUTHOR = "Li, B. and Liu, R.S. and Cao, J.J. and Zhang, J. and Lai, Y.K. and Liu, X.P.", TITLE = "Online Low-Rank Representation Learning for Joint Multi-Subspace Recovery and Clustering", JOURNAL = IP, VOLUME = "27", YEAR = "2018", NUMBER = "1", MONTH = "January", PAGES = "335-348", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128233"} @article{bb132178, AUTHOR = "Rahmani, M. and Atia, G.K.", TITLE = "Subspace Clustering via Optimal Direction Search", JOURNAL = SPLetters, VOLUME = "24", YEAR = "2017", NUMBER = "12", MONTH = "December", PAGES = "1793-1797", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128234"} @article{bb132179, AUTHOR = "Liu, H.J. and Cheng, J. and Wang, F.", TITLE = "Sequential Subspace Clustering via Temporal Smoothness for Sequential Data Segmentation", JOURNAL = IP, VOLUME = "27", YEAR = "2018", NUMBER = "2", MONTH = "February", PAGES = "866-878", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128235"} @inproceedings{bb132180, AUTHOR = "Liu, H.J. and Cheng, J. and Wang, F.", TITLE = "Sequential Subspace Clustering via Temporal Smoothness", BOOKTITLE = FG17, YEAR = "2017", PAGES = "245-250", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128236"} @article{bb132181, AUTHOR = "Tan, H.L. and Gao, Y. and Ma, Z.M.", TITLE = "Regularized constraint subspace based method for image set classification", JOURNAL = PR, VOLUME = "76", YEAR = "2018", NUMBER = "1", PAGES = "434-448", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128237"} @article{bb132182, AUTHOR = "Forghani, Y.", TITLE = "Comment on 'Enhanced soft subspace clustering integrating within-cluster and between-cluster information' by Z. Deng et al. (Pattern Recognition, vol. 43, pp. 767-781, 2010)", JOURNAL = PR, VOLUME = "77", YEAR = "2018", PAGES = "456-457", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128238"} @article{bb132183, AUTHOR = "Chen, Y. and Li, G. and Gu, Y.", TITLE = "Active Orthogonal Matching Pursuit for Sparse Subspace Clustering", JOURNAL = SPLetters, VOLUME = "25", YEAR = "2018", NUMBER = "2", MONTH = "February", PAGES = "164-168", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128239"} @article{bb132184, AUTHOR = "Zhang, J. and Li, X. and Jing, P. and Liu, J. and Su, Y.", TITLE = "Low-Rank Regularized Heterogeneous Tensor Decomposition for Subspace Clustering", JOURNAL = SPLetters, VOLUME = "25", YEAR = "2018", NUMBER = "3", MONTH = "March", PAGES = "333-337", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128240"} @article{bb132185, AUTHOR = "Li, B. and Lu, H. and Li, F. and Wu, W.", TITLE = "Subspace Clustering With K-Support Norm", JOURNAL = CirSysVideo, VOLUME = "28", YEAR = "2018", NUMBER = "2", MONTH = "February", PAGES = "302-313", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128241"} @article{bb132186, AUTHOR = "Diaz Chito, K. and del Rincon, J.M. and Hernandez Sabate, A. and Rusinol, M. and Ferri, F.J.", TITLE = "Fast Kernel Generalized Discriminative Common Vectors for Feature Extraction", JOURNAL = JMIV, VOLUME = "60", YEAR = "2018", NUMBER = "4", MONTH = "May", PAGES = "512-524", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128242"} @article{bb132187, AUTHOR = "Diaz Chito, K. and del Rincon, J.M. and Rusinol, M. and Hernandez Sabate, A.", TITLE = "Feature Extraction by Using Dual-Generalized Discriminative Common Vectors", JOURNAL = JMIV, VOLUME = "61", YEAR = "2019", NUMBER = "3", MONTH = "March", PAGES = "331-351", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128243"} @article{bb132188, AUTHOR = "Zhu, W.C. and Lu, J.W. and Zhou, J.", TITLE = "Nonlinear subspace clustering for image clustering", JOURNAL = PRL, VOLUME = "107", YEAR = "2018", PAGES = "131-136", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128244"} @inproceedings{bb132189, AUTHOR = "Zhu, W.C. and Lu, J.W. and Zhou, J.", TITLE = "Nonlinear subspace clustering", BOOKTITLE = ICIP17, YEAR = "2017", PAGES = "4497-4501", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128245"} @article{bb132190, AUTHOR = "Zhu, W.C. and Lu, J.W. and Zhou, J.", TITLE = "Structured general and specific multi-view subspace clustering", JOURNAL = PR, VOLUME = "93", YEAR = "2019", PAGES = "392-403", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128246"} @article{bb132191, AUTHOR = "Tolic, D. and Antulov Fantulin, N. and Kopriva, I.", TITLE = "A nonlinear orthogonal non-negative matrix factorization approach to subspace clustering", JOURNAL = PR, VOLUME = "82", YEAR = "2018", PAGES = "40-55", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128247"} @article{bb132192, AUTHOR = "Chen, H.Z. and Wang, W.W. and Feng, X.C.", TITLE = "Structured Sparse Subspace Clustering with Within-Cluster Grouping", JOURNAL = PR, VOLUME = "83", YEAR = "2018", PAGES = "107-118", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128248"} @article{bb132193, AUTHOR = "Wang, W.W. and Yang, C.Y. and Chen, H.Z. and Feng, X.C.", TITLE = "Unified Discriminative and Coherent Semi-Supervised Subspace Clustering", JOURNAL = IP, VOLUME = "27", YEAR = "2018", NUMBER = "5", MONTH = "May", PAGES = "2461-2470", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128249"} @article{bb132194, AUTHOR = "Zhu, Y. and Ting, K.M. and Carman, M.J.", TITLE = "Grouping points by shared subspaces for effective subspace clustering", JOURNAL = PR, VOLUME = "83", YEAR = "2018", PAGES = "230-244", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128250"} @article{bb132195, AUTHOR = "Peng, X. and Feng, J. and Xiao, S. and Yau, W. and Zhou, J.T. and Yang, S.", TITLE = "Structured AutoEncoders for Subspace Clustering", JOURNAL = IP, VOLUME = "27", YEAR = "2018", NUMBER = "10", MONTH = "October", PAGES = "5076-5086", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128251"} @article{bb132196, AUTHOR = "Pesevski, A. and Franczak, B.C. and McNicholas, P.D.", TITLE = "Subspace clustering with the multivariate-t distribution", JOURNAL = PRL, VOLUME = "112", YEAR = "2018", PAGES = "297-302", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128252"} @article{bb132197, AUTHOR = "Xia, Y.Q. and Zhang, Z.Y.", TITLE = "Rank-sparsity balanced representation for subspace clustering", JOURNAL = RealTimeIP, VOLUME = "14", YEAR = "2018", NUMBER = "1", MONTH = "January", PAGES = "979-990", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128253"} @article{bb132198, AUTHOR = "Yang, Y.Z. and Feng, J.S. and Jojic, N. and Yang, J.C. and Huang, T.S.", TITLE = "Subspace Learning by L0-Induced Sparsity", JOURNAL = IJCV, VOLUME = "126", YEAR = "2018", NUMBER = "10", MONTH = "October", PAGES = "1138-1156", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128254"} @article{bb132199, AUTHOR = "Xie, Y. and Tao, D.C. and Zhang, W.S. and Liu, Y. and Zhang, L. and Qu, Y.Y.", TITLE = "On Unifying Multi-view Self-Representations for Clustering by Tensor Multi-rank Minimization", JOURNAL = IJCV, VOLUME = "126", YEAR = "2018", NUMBER = "11", MONTH = "November", PAGES = "1157-1179", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT128255"}