@inproceedings{bb126200,
AUTHOR = "Zhang, J. and Zhang, J.T. and Ghosh, S. and Li, D.W. and Zhu, J.W. and Zhang, H.M. and Wang, Y.L.",
TITLE = "Regularize, Expand and Compress: NonExpansive Continual Learning",
BOOKTITLE = WACV20,
YEAR = "2020",
PAGES = "843-851",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT122330"}
@inproceedings{bb126201,
AUTHOR = "Slim, H. and Belouadah, E. and Popescu, A. and Onchis, D.",
TITLE = "Dataset Knowledge Transfer for Class-Incremental Learning without
Memory",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "3311-3320",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT122331"}
@inproceedings{bb126202,
AUTHOR = "Belouadah, E. and Popescu, A.",
TITLE = "ScaIL: Classifier Weights Scaling for Class Incremental Learning",
BOOKTITLE = WACV20,
YEAR = "2020",
PAGES = "1255-1264",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT122332"}
@inproceedings{bb126203,
AUTHOR = "Belouadah, E. and Popescu, A.",
TITLE = "IL2M: Class Incremental Learning With Dual Memory",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "583-592",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT122333"}
@inproceedings{bb126204,
AUTHOR = "Ostapenko, O. and Puscas, M. and Klein, T. and Jahnichen, P. and Nabi, M.",
TITLE = "Learning to Remember: A Synaptic Plasticity Driven Framework for
Continual Learning",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "11313-11321",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT122334"}
@inproceedings{bb126205,
AUTHOR = "Stojanov, S. and Mishra, S. and Thai, N.A. and Dhanda, N. and Humayun, A. and Yu, C. and Smith, L.B. and Rehg, J.M.",
TITLE = "Incremental Object Learning From Contiguous Views",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "8769-8778",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT122335"}
@inproceedings{bb126206,
AUTHOR = "Murata, K. and Toyota, T. and Ohara, K.",
TITLE = "What is Happening Inside a Continual Learning Model?:
A Representation-Based Evaluation of Representational Forgetting",
BOOKTITLE = CLVision20,
YEAR = "2020",
PAGES = "952-956",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT122336"}
@inproceedings{bb126207,
AUTHOR = "Abati, D. and Tomczak, J. and Blankevoort, T. and Calderara, S. and Cucchiara, R. and Bejnordi, B.E.",
TITLE = "Conditional Channel Gated Networks for Task-Aware Continual Learning",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "3930-3939",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT122337"}
@inproceedings{bb126208,
AUTHOR = "Lee, J. and Hong, H.G. and Joo, D. and Kim, J.",
TITLE = "Continual Learning With Extended Kronecker-Factored Approximate
Curvature",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "8998-9007",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT122338"}
@inproceedings{bb126209,
AUTHOR = "Kim, J. and Kim, J. and Kwak, N.",
TITLE = "StackNet: Stacking feature maps for Continual learning",
BOOKTITLE = CLVision20,
YEAR = "2020",
PAGES = "975-982",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT122339"}
@inproceedings{bb126210,
AUTHOR = "Du, X. and Li, Z. and Seo, J. and Liu, F. and Cao, Y.",
TITLE = "Noise-based Selection of Robust Inherited Model for Accurate
Continual Learning",
BOOKTITLE = CLVision20,
YEAR = "2020",
PAGES = "983-988",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT122340"}
@inproceedings{bb126211,
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/pattern617il3.html#TT122341"}
@inproceedings{bb126212,
AUTHOR = "Aljundi, R. and Kelchtermans, K. and Tuytelaars, T.",
TITLE = "Task-Free Continual Learning",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "11246-11255",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT122342"}
@inproceedings{bb126213,
AUTHOR = "Park, D.M. and Hong, S. and Han, B.H. and Lee, K.M.",
TITLE = "Continual Learning by Asymmetric Loss Approximation With Single-Side
Overestimation",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "3334-3343",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT122343"}
@inproceedings{bb126214,
AUTHOR = "El Khatib, A. and Karray, F.",
TITLE = "Strategies for Improving Single-Head Continual Learning Performance",
BOOKTITLE = ICIAR19,
YEAR = "2019",
PAGES = "I:452-460",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT122344"}
@inproceedings{bb126215,
AUTHOR = "Hayes, T.L. and Kemker, R. and Cahill, N.D. and Kanan, C.",
TITLE = "New Metrics and Experimental Paradigms for Continual Learning",
BOOKTITLE = DeepLearnRV18,
YEAR = "2018",
PAGES = "2112-21123",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT122345"}
@inproceedings{bb126216,
AUTHOR = "Zhai, M.Y. and Chen, L. and Mori, G.",
TITLE = "Hyper-LifelongGAN: Scalable Lifelong Learning for Image Conditioned
Generation",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "2246-2255",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT122346"}
@inproceedings{bb126217,
AUTHOR = "Zhai, M.Y. and Chen, L. and He, J.W. and Nawhal, M. and Tung, F. and Mori, G.",
TITLE = "Piggyback GAN:
Efficient Lifelong Learning for Image Conditioned Generation",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXI:397-413",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT122347"}
@inproceedings{bb126218,
AUTHOR = "Zhai, M.Y. and Chen, L. and Tung, F. and He, J.W. and Nawhal, M. and Mori, G.",
TITLE = "Lifelong GAN: Continual Learning for Conditional Image Generation",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "2759-2768",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT122348"}
@inproceedings{bb126219,
AUTHOR = "Lopes, N. and Ribeiro, B.",
TITLE = "Trading off Distance Metrics vs Accuracy in Incremental Learning
Algorithms",
BOOKTITLE = CIARP16,
YEAR = "2016",
PAGES = "530-538",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT122349"}
@inproceedings{bb126220,
AUTHOR = "Lopes, N. and Ribeiro, B.",
TITLE = "On the Impact of Distance Metrics in Instance-Based Learning Algorithms",
BOOKTITLE = IbPRIA15,
YEAR = "2015",
PAGES = "48-56",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT122350"}
@inproceedings{bb126221,
AUTHOR = "Ditzler, G. and Polikar, R. and Chawla, N.V.",
TITLE = "An Incremental Learning Algorithm for Non-stationary Environments and
Class Imbalance",
BOOKTITLE = ICPR10,
YEAR = "2010",
PAGES = "2997-3000",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT122351"}
@inproceedings{bb126222,
AUTHOR = "Almaksour, A. and Anquetil, E. and Quiniou, S. and Cheriet, M.",
TITLE = "Evolving Fuzzy Classifiers: Application to Incremental Learning of
Handwritten Gesture Recognition Systems",
BOOKTITLE = ICPR10,
YEAR = "2010",
PAGES = "4056-4059",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT122352"}
@inproceedings{bb126223,
AUTHOR = "Sudo, K. and Osawa, T. and Tanaka, H. and Koike, H. and Arakawa, K.",
TITLE = "Online anomal movement detection based on unsupervised incremental
learning",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT122353"}
@inproceedings{bb126224,
AUTHOR = "Zhang, R. and Rudnicky, A.I.",
TITLE = "A New Data Selection Principle for Semi-Supervised Incremental Learning",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "II: 780-783",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT122354"}
@inproceedings{bb126225,
AUTHOR = "Prehn, H. and Sommer, G.",
TITLE = "An Adaptive Classification Algorithm Using Robust Incremental
Clustering",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "I: 896-899",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617il3.html#TT122355"}
@article{bb126226,
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#TT122356"}
@article{bb126227,
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#TT122357"}
@article{bb126228,
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#TT122358"}
@article{bb126229,
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#TT122359"}
@article{bb126230,
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#TT122360"}
@article{bb126231,
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#TT122361"}
@article{bb126232,
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#TT122362"}
@article{bb126233,
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#TT122363"}
@article{bb126234,
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#TT122364"}
@inproceedings{bb126235,
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#TT122365"}
@article{bb126236,
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#TT122366"}
@article{bb126237,
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#TT122367"}
@article{bb126238,
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#TT122368"}
@article{bb126239,
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#TT122369"}
@article{bb126240,
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#TT122370"}
@article{bb126241,
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#TT122371"}
@article{bb126242,
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#TT122372"}
@article{bb126243,
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#TT122373"}
@article{bb126244,
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#TT122374"}
@article{bb126245,
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#TT122375"}
@inproceedings{bb126246,
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#TT122376"}
@article{bb126247,
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#TT122377"}
@article{bb126248,
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#TT122378"}
@article{bb126249,
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#TT122379"}
@article{bb126250,
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#TT122380"}
@article{bb126251,
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#TT122381"}
@article{bb126252,
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#TT122382"}
@article{bb126253,
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#TT122383"}
@article{bb126254,
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#TT122384"}
@article{bb126255,
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#TT122385"}
@article{bb126256,
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#TT122386"}
@article{bb126257,
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#TT122387"}
@inproceedings{bb126258,
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#TT122388"}
@inproceedings{bb126259,
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#TT122389"}
@inproceedings{bb126260,
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#TT122390"}
@inproceedings{bb126261,
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#TT122391"}
@inproceedings{bb126262,
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#TT122392"}
@article{bb126263,
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#TT122393"}
@article{bb126264,
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#TT122394"}
@article{bb126265,
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#TT122395"}
@article{bb126266,
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#TT122396"}
@article{bb126267,
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#TT122397"}
@article{bb126268,
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#TT122398"}
@article{bb126269,
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#TT122399"}
@article{bb126270,
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#TT122400"}
@article{bb126271,
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#TT122401"}
@article{bb126272,
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#TT122402"}
@article{bb126273,
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#TT122403"}
@article{bb126274,
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#TT122404"}
@article{bb126275,
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#TT122405"}
@article{bb126276,
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#TT122406"}
@article{bb126277,
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#TT122407"}
@inproceedings{bb126278,
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#TT122408"}
@article{bb126279,
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#TT122409"}
@article{bb126280,
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#TT122410"}
@article{bb126281,
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#TT122411"}
@article{bb126282,
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#TT122412"}
@article{bb126283,
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#TT122413"}
@article{bb126284,
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#TT122414"}
@article{bb126285,
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#TT122415"}
@article{bb126286,
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#TT122416"}
@inproceedings{bb126287,
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#TT122417"}
@article{bb126288,
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#TT122418"}
@article{bb126289,
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#TT122419"}
@article{bb126290,
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#TT122420"}
@article{bb126291,
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#TT122421"}
@article{bb126292,
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#TT122422"}
@article{bb126293,
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#TT122423"}
@article{bb126294,
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#TT122424"}
@article{bb126295,
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#TT122425"}
@article{bb126296,
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#TT122426"}
@article{bb126297,
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#TT122427"}
@article{bb126298,
AUTHOR = "Zhu, Q.H. and Yang, Y.B.",
TITLE = "Subspace clustering via seeking neighbors with minimum reconstruction
error",
JOURNAL = PRL,
VOLUME = "115",
YEAR = "2018",
PAGES = "66-73",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT122428"}
@article{bb126299,
AUTHOR = "Lu, C.Y. and Feng, J.S. and Lin, Z.C. and Mei, T. and Yan, S.C.",
TITLE = "Subspace Clustering by Block Diagonal Representation",
JOURNAL = PAMI,
VOLUME = "41",
YEAR = "2019",
NUMBER = "2",
MONTH = "February",
PAGES = "487-501",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT122429"}
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