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Identifiability, Algorithms, and Applications",
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        AUTHOR = "Tichy, O. and Bodiova, L. and Smidl, V.",
        TITLE = "Bayesian Non-Negative Matrix Factorization With Adaptive Sparsity and
Smoothness Prior",
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@article{bb209402,
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        TITLE = "Learning of Nonnegative Matrix Factorization Models for Inconsistent
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        TITLE = "Variational Low-Rank Matrix Factorization with Multi-Patch
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        AUTHOR = "Zhao, Y. and Deng, F. and Pei, J.H. and Yang, X.",
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        AUTHOR = "Wen, J. and Zhang, Z. and Xu, Y. and Zhong, Z.F.",
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        TITLE = "Adversarially-Trained Nonnegative Matrix Factorization",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204529"}

@article{bb209447,
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@article{bb209448,
        AUTHOR = "Zou, Z.Y. and Liu, W.B. and Xing, W.W.",
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@article{bb209449,
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@article{bb209450,
        AUTHOR = "Cai, H.Q. and Hamm, K. and Huang, L.X. and Needell, D.",
        TITLE = "Robust CUR Decomposition: Theory and Imaging Applications",
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@article{bb209451,
        AUTHOR = "Li, H.R. and Gao, Y.L. and Liu, J.M. and Zhang, J.S. and Li, C.",
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with local coordinate for image representation",
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@article{bb209452,
        AUTHOR = "Xie, T. and Zhang, H. and Liu, R.H. and Xiao, H.G.",
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@article{bb209453,
        AUTHOR = "Feng, L. and Huang, J. and Shu, S. and An, B.",
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@article{bb209454,
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        AUTHOR = "Guo, J.P. and Yin, S. and Sun, Y.F. and Hu, Y.L.",
        TITLE = "Double Manifolds Regularized Non-negative Matrix Factorization for
Data Representation",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "901-906",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204538"}

@inproceedings{bb209456,
        AUTHOR = "Guo, J.P. and Sun, Y.F. and Gao, J.B. and Hu, Y.L. and Yin, B.C.",
        TITLE = "Low Rank Representation on Product Grassmann Manifolds for Multi-view
Subspace Clustering",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "907-914",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204539"}

@article{bb209457,
        AUTHOR = "Gillis, N. and Hien, L.T.K. and Leplat, V. and Tan, V.Y.F.",
        TITLE = "Distributionally Robust and Multi-Objective Nonnegative Matrix
Factorization",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4052-4064",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204540"}

@article{bb209458,
        AUTHOR = "Yuan, A.H. and You, M.B. and He, D.J. and Li, X.L.",
        TITLE = "Convex Non-Negative Matrix Factorization With Adaptive Graph for
Unsupervised Feature Selection",
        JOURNAL = Cyber,
        VOLUME = "52",
        YEAR = "2022",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "5522-5534",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204541"}

@article{bb209459,
        AUTHOR = "You, M.B. and Yuan, A.H. and He, D.J. and Li, X.L.",
        TITLE = "Unsupervised Feature Selection via Neural Networks and
Self-Expression with Adaptive Graph Constraint",
        JOURNAL = PR,
        VOLUME = "135",
        YEAR = "2023",
        PAGES = "109173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204542"}

@article{bb209460,
        AUTHOR = "Zhang, R. and Zhang, Y.X. and Lu, C.J. and Li, X.L.",
        TITLE = "Unsupervised Graph Embedding via Adaptive Graph Learning",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "5329-5336",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204543"}

@article{bb209461,
        AUTHOR = "Jia, Y.H. and Liu, H. and Hou, J.H. and Kwong, S. and Zhang, Q.F.",
        TITLE = "Self-Supervised Symmetric Nonnegative Matrix Factorization",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4526-4537",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204544"}

@article{bb209462,
        AUTHOR = "Magron, P. and Fevotte, C.",
        TITLE = "A Majorization-Minimization Algorithm for Nonnegative Binary Matrix
Factorization",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "1526-1530",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204545"}

@article{bb209463,
        AUTHOR = "Wang, D. and Han, S.W. and Wang, Q. and He, L. and Tian, Y.M. and Gao, X.B.",
        TITLE = "Pseudo-Label Guided Collective Matrix Factorization for Multiview
Clustering",
        JOURNAL = Cyber,
        VOLUME = "52",
        YEAR = "2022",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "8681-8691",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204546"}

@article{bb209464,
        AUTHOR = "Rahiche, A. and Cheriet, M.",
        TITLE = "Variational Bayesian Orthogonal Nonnegative Matrix Factorization Over
the Stiefel Manifold",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "5543-5558",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204547"}

@article{bb209465,
        AUTHOR = "de Handschutter, P. and Gillis, N.",
        TITLE = "A consistent and flexible framework for deep matrix factorizations",
        JOURNAL = PR,
        VOLUME = "134",
        YEAR = "2023",
        PAGES = "109102",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204548"}

@article{bb209466,
        AUTHOR = "Liu, X.L. and Hou, J.Y. and Wang, J.J.",
        TITLE = "Robust Low-Rank Matrix Recovery Fusing Local-Smoothness",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "2552-2556",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204549"}

@article{bb209467,
        AUTHOR = "Chavoshinejad, J. and Seyedi, S.A. and Akhlaghian Tab, F. and Salahian, N.",
        TITLE = "Self-supervised semi-supervised nonnegative matrix factorization for
data clustering",
        JOURNAL = PR,
        VOLUME = "137",
        YEAR = "2023",
        PAGES = "109282",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204550"}

@article{bb209468,
        AUTHOR = "Sun, X. and Li, B. and Sutcliffe, R. and Gao, Z. and Kang, W.Y. and Feng, J.",
        TITLE = "Wse-MF: A weighting-based student exercise matrix factorization model",
        JOURNAL = PR,
        VOLUME = "138",
        YEAR = "2023",
        PAGES = "109285",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204551"}

@article{bb209469,
        AUTHOR = "Hou, L.S. and Chu, D. and Liao, L.Z.",
        TITLE = "A Progressive Hierarchical Alternating Least Squares Method for
Symmetric Nonnegative Matrix Factorization",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "5355-5369",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204552"}

@article{bb209470,
        AUTHOR = "Wang, K. and He, F. and He, M.Z. and Huang, X.L.",
        TITLE = "Learning non-parametric kernel via matrix decomposition for logistic
regression",
        JOURNAL = PRL,
        VOLUME = "171",
        YEAR = "2023",
        PAGES = "177-183",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204553"}

@article{bb209471,
        AUTHOR = "Giraud, M. and Itier, V. and Boyer, R. and Zniyed, Y. and de Almeida, A.L.F.",
        TITLE = "Tucker Decomposition Based on a Tensor Train of Coupled and
Constrained CP Cores",
        JOURNAL = SPLetters,
        VOLUME = "30",
        YEAR = "2023",
        PAGES = "758-762",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204554"}

@article{bb209472,
        AUTHOR = "Pan, J.J. and Ng, M.K.",
        TITLE = "Separable Quaternion Matrix Factorization for Polarization Images",
        JOURNAL = SIIMS,
        VOLUME = "16",
        YEAR = "2023",
        NUMBER = "3",
        PAGES = "1281-1307",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204555"}

@article{bb209473,
        AUTHOR = "Zuo, H.L. and Li, S. and Liang, C. and Li, J.T.",
        TITLE = "Auto-adjustable hypergraph regularized non-negative matrix
factorization for image clustering",
        JOURNAL = PR,
        VOLUME = "145",
        YEAR = "2024",
        PAGES = "109963",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204556"}

@article{bb209474,
        AUTHOR = "Li, Y. and Wang, R. and Fang, Y.Q. and Sun, M. and Luo, Z.K.",
        TITLE = "Alternating Direction Method of Multipliers for Convolutive
Non-Negative Matrix Factorization",
        JOURNAL = Cyber,
        VOLUME = "53",
        YEAR = "2023",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "7735-7748",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204557"}

@article{bb209475,
        AUTHOR = "Sugahara, K. and Okamoto, K.",
        TITLE = "Hierarchical matrix factorization for interpretable collaborative
filtering",
        JOURNAL = PRL,
        VOLUME = "180",
        YEAR = "2024",
        PAGES = "99-106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204558"}

@inproceedings{bb209476,
        AUTHOR = "Kobayashi, T. and Watanabe, K.",
        TITLE = "End-to-End Trainable Weakly Non-Negative Factorization",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "490-494",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204559"}

@inproceedings{bb209477,
        AUTHOR = "Zhang, S.Y.",
        TITLE = "A unified framework for non-negative matrix and tensor factorisations
with a smoothed Wasserstein loss",
        BOOKTITLE = TAG-CV21,
        YEAR = "2021",
        PAGES = "4178-4186",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204560"}

@inproceedings{bb209478,
        AUTHOR = "Zhao, H. and She, X.L. and Wang, S. and Ma, K.",
        TITLE = "Fast Discrete Matrix Factorization Hashing for Large-scale Cross-modal
Retrieval",
        BOOKTITLE = MMMod21,
        YEAR = "2021",
        PAGES = "I:24-36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204561"}

@inproceedings{bb209479,
        AUTHOR = "Mukkamala, M.C. and Westerkamp, F. and Laude, E. and Cremers, D. and Ochs, P.",
        TITLE = "Bregman Proximal Gradient Algorithms for Deep Matrix Factorization",
        BOOKTITLE = SSVM21,
        YEAR = "2021",
        PAGES = "204-215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204562"}

@inproceedings{bb209480,
        AUTHOR = "Peng, C. and Chen, C.L. and Kang, Z. and Li, J.B. and Cheng, Q.A.",
        TITLE = "RES-PCA: A Scalable Approach to Recovering Low-Rank Matrices",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7309-7317",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204563"}

@inproceedings{bb209481,
        AUTHOR = "Zheng, H. and Liang, Z. and Tian, F. and Ming, Z.",
        TITLE = "NMF-Based Comprehensive Latent Factor Learning with Multiview Data",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "489-493",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204564"}

@inproceedings{bb209482,
        AUTHOR = "Pan, J. and Ng, M.K. and Zhang, X.",
        TITLE = "Structured Convex Optimization Method for Orthogonal Nonnegative
Matrix Factorization",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "459-464",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204565"}

@inproceedings{bb209483,
        AUTHOR = "Hwang, S.J. and Kim, H.J. and Ravi, S.N. and Collins, M.D. and Tao, Z. and Singh, V.",
        TITLE = "Tensorize, Factorize and Regularize:
Robust Visual Relationship Learning",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "1014-1023",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204566"}

@inproceedings{bb209484,
        AUTHOR = "Giampouras, P.V. and Rontogiannis, A.A. and Koutroumbas, K.D.",
        TITLE = "Robust PCA via Alternating Iteratively Reweighted Low-Rank Matrix
Factorization",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "3383-3387",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204567"}

@inproceedings{bb209485,
        AUTHOR = "An, S.",
        TITLE = "Multi-Task Nonnegative Matrix Factorization",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "2272-2275",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204568"}

@inproceedings{bb209486,
        AUTHOR = "Sun, Y. and Liu, X. and Liang, L.",
        TITLE = "Retrain-free fully connected layer optimization using matrix
factorization",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "3914-3918",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204569"}

@inproceedings{bb209487,
        AUTHOR = "Tepper, M. and Sapiro, G.",
        TITLE = "Nonnegative Matrix Underapproximation for Robust Multiple Model
Fitting",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "655-663",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204570"}

@inproceedings{bb209488,
        AUTHOR = "Larsson, V. and Olsson, C.",
        TITLE = "Compact Matrix Factorization with Dependent Subspaces",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "4361-4370",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204571"}

@inproceedings{bb209489,
        AUTHOR = "Ithapu, V.K. and Kondor, R. and Johnson, S.C. and Singh, V.",
        TITLE = "The Incremental Multiresolution Matrix Factorization Algorithm",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "692-701",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204572"}

@inproceedings{bb209490,
        AUTHOR = "Bao, Y.Y. and Liu, H.W.",
        TITLE = "Nonmonotone projected Barzilai-Borwein method for compressed sensing",
        BOOKTITLE = ICIVC17,
        YEAR = "2017",
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@inproceedings{bb209491,
        AUTHOR = "Kohjima, M. and Matsubayashi, T. and Sawada, H.",
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Kullback-Leibler mixed divergences",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204574"}

@inproceedings{bb209492,
        AUTHOR = "Lan, C. and Li, X. and Deng, Y. and Amand, J.S. and Huan, J.",
        TITLE = "A PAC bound for joint matrix completion based on Partially Collective
Matrix Factorization",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "2628-2633",
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@inproceedings{bb209493,
        AUTHOR = "Tripodi, R. and Vascon, S. and Pelillo, M.",
        TITLE = "Context aware nonnegative matrix factorization clustering",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "1719-1724",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204576"}

@inproceedings{bb209494,
        AUTHOR = "Lemaitre, F. and Lacassagne, L.",
        TITLE = "Batched Cholesky factorization for tiny matrices",
        BOOKTITLE = DASIP16,
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@inproceedings{bb209495,
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        TITLE = "Tensor RPCA by Bayesian CP Factorization with Complex Noise",
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@inproceedings{bb209496,
        AUTHOR = "Chen, X. and Han, Z. and Wang, Y. and Zhao, Q. and Meng, D.Y. and Tang, Y.D.",
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        BOOKTITLE = CVPR16,
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@inproceedings{bb209497,
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@inproceedings{bb209498,
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        TITLE = "Projective non-negative matrix factorization for unsupervised graph
clustering",
        BOOKTITLE = ICIP16,
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@inproceedings{bb209499,
        AUTHOR = "Hong, J.H. and Fitzgibbon, A.",
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