@article{bb142500,
        AUTHOR = "Zhang, L.Y. and Peng, Y. and Yang, W.H. and Zhang, Z.H.",
        TITLE = "Semi-Infinitely Constrained Markov Decision Processes and Provably
Efficient Reinforcement Learning",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "3722-3735",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT138484"}

@article{bb142501,
        AUTHOR = "Rodrigues da Silva, J.A. and Grassi, V. and Wolf, D.F.",
        TITLE = "Maximum Entropy Inverse Reinforcement Learning Using Monte Carlo Tree
Search for Autonomous Driving",
        JOURNAL = ITS,
        VOLUME = "25",
        YEAR = "2024",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "11552-11562",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT138485"}

@article{bb142502,
        AUTHOR = "Pang, T. and Wu, G.Q. and Zhang, Y. and Wang, B.Z. and Yin, Y.L.",
        TITLE = "QFAE: Q-Function guided Action Exploration for offline deep
reinforcement learning",
        JOURNAL = PR,
        VOLUME = "158",
        YEAR = "2025",
        PAGES = "111032",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT138486"}

@article{bb142503,
        AUTHOR = "Zheng, W.Q. and Sharan, S.P. and Fan, Z.W. and Wang, K. and Xi, Y. and Wang, Z.Y.",
        TITLE = "Symbolic Visual Reinforcement Learning: A Scalable Framework With
Object-Level Abstraction and Differentiable Expression Search",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "400-412",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT138487"}

@article{bb142504,
        AUTHOR = "Liu, Y.Q. and Zhao, T.Y. and Shou, G. and Zhang, Y.",
        TITLE = "Joint Optimization of Latency and Energy Consumption via Deep
Reinforcement Learning for Proximity Detection in Road Networks",
        JOURNAL = ITS,
        VOLUME = "25",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "19457-19468",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT138488"}

@article{bb142505,
        AUTHOR = "Lee, S.H. and Jung, Y. and Seo, S.W.",
        TITLE = "Imagination-Augmented Hierarchical Reinforcement Learning for Safe
and Interactive Autonomous Driving in Urban Environments",
        JOURNAL = ITS,
        VOLUME = "25",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "19522-19535",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT138489"}

@article{bb142506,
        AUTHOR = "Liu, S. and Qing, Y.P. and Xu, S.Q. and Wu, H.Y. and Zhang, J.T. and Cong, J.Y. and Chen, T.H. and Liu, Y.F. and Song, M.L.",
        TITLE = "Curricular Subgoals for Inverse Reinforcement Learning",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "3016-3027",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT138490"}

@article{bb142507,
        AUTHOR = "Wang, J. and Ye, M.X. and Kuang, Y.F. and Yang, R. and Zhou, W.G. and Li, H.Q. and Wu, F.",
        TITLE = "Long-Term Feature Extraction via Frequency Prediction for Efficient
Reinforcement Learning",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "3094-3110",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT138491"}

@article{bb142508,
        AUTHOR = "Duan, J.L. and Wang, W.X. and Xiao, L.M. and Gao, J.X. and Li, S.B.E. and Liu, C. and Zhang, Y.Q. and Cheng, B. and Li, K.Q.",
        TITLE = "Distributional Soft Actor-Critic With Three Refinements",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "3935-3946",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT138492"}

@article{bb142509,
        AUTHOR = "Liu, Z.C. and Zhu, Y.Y. and Wang, Z. and Gao, Y. and Chen, C.L.",
        TITLE = "MIXRTs: Toward Interpretable Multi-Agent Reinforcement Learning via
Mixing Recurrent Soft Decision Trees",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "4090-4107",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT138493"}

@inproceedings{bb142510,
        AUTHOR = "Sengupta, K. and Shangguan, Z.K. and Bharadwaj, S. and Arora, S. and Ohn Bar, E. and Mancuso, R.",
        TITLE = "Unified Local-cloud Decision-making via Reinforcement Learning",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XLI: 185-203",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT138494"}

@inproceedings{bb142511,
        AUTHOR = "Li, Q.F. and Jia, X.S. and Wang, S.B. and Yan, J.C.",
        TITLE = "Think2drive: Efficient Reinforcement Learning by Thinking with Latent
World Model for Autonomous Driving (in Carla-v2)",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XLV: 142-158",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT138495"}

@inproceedings{bb142512,
        AUTHOR = "Zhang, Y. and Tzeng, E. and Du, Y.L. and Kislyuk, D.",
        TITLE = "Large-scale Reinforcement Learning for Diffusion Models",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXIII: 1-17",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT138496"}

@inproceedings{bb142513,
        AUTHOR = "Guo, T. and Zhang, T. and Wu, H.Q. and Li, H. and Qiao, R.Z. and Sun, X.",
        TITLE = "Multimodal Label Relevance Ranking via Reinforcement Learning",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXVI: 391-408",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT138497"}

@inproceedings{bb142514,
        AUTHOR = "Tran, T. and Than, K. and Vargas, D.",
        TITLE = "Robust Visual Reinforcement Learning by Prompt Tuning",
        BOOKTITLE = ACCV24,
        YEAR = "2024",
        PAGES = "IX: 387-401",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT138498"}

@inproceedings{bb142515,
        AUTHOR = "Zhang, Y.X. and Ma, H.M. and Wang, Y.",
        TITLE = "AVD-Net: Attention Value Decomposition Network For Deep Multi-Agent
Reinforcement Learning",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "7810-7816",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617rei5.html#TT138499"}

@inproceedings{bb142516,
        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#TT138500"}

@inproceedings{bb142517,
        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#TT138501"}

@inproceedings{bb142518,
        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#TT138502"}

@inproceedings{bb142519,
        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#TT138503"}

@inproceedings{bb142520,
        AUTHOR = "Liu, H.Z. and Zhuge, M.C. 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#TT138504"}

@inproceedings{bb142521,
        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#TT138505"}

@inproceedings{bb142522,
        AUTHOR = "Liu, S. and Chen, Z.Y. and Liu, Y. and Wang, Y.Z. and Yang, D.K. 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#TT138506"}

@inproceedings{bb142523,
        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#TT138507"}

@inproceedings{bb142524,
        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#TT138508"}

@inproceedings{bb142525,
        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#TT138509"}

@inproceedings{bb142526,
        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#TT138510"}

@inproceedings{bb142527,
        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#TT138511"}

@inproceedings{bb142528,
        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#TT138512"}

@inproceedings{bb142529,
        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#TT138513"}

@inproceedings{bb142530,
        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#TT138514"}

@inproceedings{bb142531,
        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#TT138515"}

@inproceedings{bb142532,
        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#TT138516"}

@inproceedings{bb142533,
        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#TT138517"}

@inproceedings{bb142534,
        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#TT138518"}

@inproceedings{bb142535,
        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#TT138519"}

@article{bb142536,
        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#TT138520"}

@article{bb142537,
        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#TT138521"}

@article{bb142538,
        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#TT138522"}

@article{bb142539,
        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#TT138523"}

@article{bb142540,
        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#TT138524"}

@article{bb142541,
        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#TT138525"}

@article{bb142542,
        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#TT138526"}

@article{bb142543,
        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#TT138527"}

@article{bb142544,
        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#TT138528"}

@inproceedings{bb142545,
        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#TT138529"}

@article{bb142546,
        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#TT138530"}

@article{bb142547,
        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#TT138531"}

@article{bb142548,
        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#TT138532"}

@article{bb142549,
        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#TT138533"}

@article{bb142550,
        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#TT138534"}

@article{bb142551,
        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#TT138535"}

@article{bb142552,
        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#TT138536"}

@article{bb142553,
        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#TT138537"}

@article{bb142554,
        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#TT138538"}

@article{bb142555,
        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#TT138539"}

@inproceedings{bb142556,
        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#TT138540"}

@article{bb142557,
        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#TT138541"}

@article{bb142558,
        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#TT138542"}

@article{bb142559,
        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#TT138543"}

@article{bb142560,
        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#TT138544"}

@article{bb142561,
        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#TT138545"}

@article{bb142562,
        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#TT138546"}

@article{bb142563,
        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#TT138547"}

@article{bb142564,
        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#TT138548"}

@article{bb142565,
        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#TT138549"}

@article{bb142566,
        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#TT138550"}

@inproceedings{bb142567,
        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#TT138551"}

@inproceedings{bb142568,
        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#TT138552"}

@inproceedings{bb142569,
        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#TT138553"}

@inproceedings{bb142570,
        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#TT138554"}

@inproceedings{bb142571,
        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#TT138555"}

@article{bb142572,
        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#TT138556"}

@article{bb142573,
        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#TT138557"}

@article{bb142574,
        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#TT138558"}

@article{bb142575,
        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#TT138559"}

@article{bb142576,
        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#TT138560"}

@article{bb142577,
        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#TT138561"}

@article{bb142578,
        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#TT138562"}

@article{bb142579,
        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#TT138563"}

@article{bb142580,
        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#TT138564"}

@article{bb142581,
        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#TT138565"}

@article{bb142582,
        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#TT138566"}

@article{bb142583,
        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#TT138567"}

@article{bb142584,
        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#TT138568"}

@inproceedings{bb142585,
        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#TT138569"}

@article{bb142586,
        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#TT138570"}

@article{bb142587,
        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#TT138571"}

@article{bb142588,
        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#TT138572"}

@article{bb142589,
        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#TT138573"}

@article{bb142590,
        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#TT138574"}

@article{bb142591,
        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#TT138575"}

@article{bb142592,
        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#TT138576"}

@article{bb142593,
        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#TT138577"}

@inproceedings{bb142594,
        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#TT138578"}

@article{bb142595,
        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#TT138579"}

@article{bb142596,
        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#TT138580"}

@article{bb142597,
        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#TT138581"}

@article{bb142598,
        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#TT138582"}

@article{bb142599,
        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#TT138583"}

Last update:Jun 18, 2025 at 15:22:01