@article{bb239700,
        AUTHOR = "Zhao, Y. and Deng, F. and Pei, J.H. and Yang, X.",
        TITLE = "Progressive Deep Non-Negative Matrix Factorization Architecture with
Graph Convolution-based Basis Image Reorganization",
        JOURNAL = PR,
        VOLUME = "132",
        YEAR = "2022",
        PAGES = "108984",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234623"}

@article{bb239701,
        AUTHOR = "Yang, Z.Y. and Liang, N.Y. and Yan, W. and Li, Z.N. and Xie, S.L.",
        TITLE = "Uniform Distribution Non-Negative Matrix Factorization for Multiview
Clustering",
        JOURNAL = Cyber,
        VOLUME = "51",
        YEAR = "2021",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "3249-3262",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234624"}

@article{bb239702,
        AUTHOR = "Zhang, Y. and Li, X.L. and Jia, M.X.",
        TITLE = "Adaptive graph-based discriminative nonnegative matrix factorization
for image clustering",
        JOURNAL = SP:IC,
        VOLUME = "95",
        YEAR = "2021",
        PAGES = "116253",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234625"}

@article{bb239703,
        AUTHOR = "Wu, W.H. and Jia, Y.H. and Wang, S.Q. and Wang, R. and Fan, H.F. and Kwong, S.",
        TITLE = "Positive and Negative Label-Driven Nonnegative Matrix Factorization",
        JOURNAL = CirSysVideo,
        VOLUME = "31",
        YEAR = "2021",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2698-2710",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234626"}

@article{bb239704,
        AUTHOR = "Wen, J. and Yan, K. and Zhang, Z. and Xu, Y. and Wang, J.Q. and Fei, L. and Zhang, B.",
        TITLE = "Adaptive Graph Completion Based Incomplete Multi-View Clustering",
        JOURNAL = MultMed,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "2493-2504",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234627"}

@inproceedings{bb239705,
        AUTHOR = "Wen, J. and Zhang, Z. and Xu, Y. and Zhong, Z.F.",
        TITLE = "Incomplete Multi-view Clustering via Graph Regularized Matrix
Factorization",
        BOOKTITLE = CEFR-LCV18,
        YEAR = "2018",
        PAGES = "IV:593-608",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234628"}

@article{bb239706,
        AUTHOR = "Cai, T. and Tan, V.Y.F. and Fevotte, C.",
        TITLE = "Adversarially-Trained Nonnegative Matrix Factorization",
        JOURNAL = SPLetters,
        VOLUME = "28",
        YEAR = "2021",
        PAGES = "1415-1419",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234629"}

@article{bb239707,
        AUTHOR = "Wang, W. and Chen, F.Y. and Ge, Y.X. and Huang, S. and Zhang, X.H. and Yang, D.",
        TITLE = "Discriminative deep semi-nonnegative matrix factorization network
with similarity maximization for unsupervised feature learning",
        JOURNAL = PRL,
        VOLUME = "149",
        YEAR = "2021",
        PAGES = "157-163",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234630"}

@article{bb239708,
        AUTHOR = "Zhang, Y. and Zhang, Z. and Wang, Y. and Zhang, Z. and Zhang, L. and Yan, S.C. and Wang, M.",
        TITLE = "Dual-Constrained Deep Semi-Supervised Coupled Factorization Network
with Enriched Prior",
        JOURNAL = IJCV,
        VOLUME = "129",
        YEAR = "2021",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3233-3254",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234631"}

@article{bb239709,
        AUTHOR = "Zou, Z.Y. and Liu, W.B. and Xing, W.W.",
        TITLE = "AdaNFF: A new method for adaptive nonnegative multi-feature fusion to
scene classification",
        JOURNAL = PR,
        VOLUME = "123",
        YEAR = "2022",
        PAGES = "108402",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234632"}

@article{bb239710,
        AUTHOR = "Wang, Q. and He, X. and Jiang, X. and Li, X.L.",
        TITLE = "Robust Bi-Stochastic Graph Regularized Matrix Factorization for Data
Clustering",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "390-403",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234633"}

@article{bb239711,
        AUTHOR = "Cai, H.Q. and Hamm, K. and Huang, L.X. and Needell, D.",
        TITLE = "Robust CUR Decomposition: Theory and Imaging Applications",
        JOURNAL = SIIMS,
        VOLUME = "14",
        YEAR = "2021",
        NUMBER = "4",
        PAGES = "1472-1503",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234634"}

@article{bb239712,
        AUTHOR = "Li, H.R. and Gao, Y.L. and Liu, J.M. and Zhang, J.S. and Li, C.",
        TITLE = "Semi-supervised graph regularized nonnegative matrix factorization
with local coordinate for image representation",
        JOURNAL = SP:IC,
        VOLUME = "102",
        YEAR = "2022",
        PAGES = "116589",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234635"}

@article{bb239713,
        AUTHOR = "Xie, T. and Zhang, H. and Liu, R.H. and Xiao, H.G.",
        TITLE = "Accelerated sparse nonnegative matrix factorization for unsupervised
feature learning",
        JOURNAL = PRL,
        VOLUME = "156",
        YEAR = "2022",
        PAGES = "46-52",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234636"}

@article{bb239714,
        AUTHOR = "Feng, L. and Huang, J. and Shu, S. and An, B.",
        TITLE = "Regularized Matrix Factorization for Multilabel Learning With Missing
Labels",
        JOURNAL = Cyber,
        VOLUME = "52",
        YEAR = "2022",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "3710-3721",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234637"}

@article{bb239715,
        AUTHOR = "Sun, Y.F. and Wang, J. and Guo, J.P. and Hu, Y.L. and Yin, B.C.",
        TITLE = "Globality constrained adaptive graph regularized non-negative matrix
factorization for data representation",
        JOURNAL = IET-IPR,
        VOLUME = "16",
        YEAR = "2022",
        NUMBER = "10",
        PAGES = "2577-2592",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234638"}

@inproceedings{bb239716,
        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#TT234639"}

@inproceedings{bb239717,
        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#TT234640"}

@article{bb239718,
        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#TT234641"}

@article{bb239719,
        AUTHOR = "Barkhoda, W. and Seyedi, A. and Gillis, N. and Akhlaghian Tab, F.",
        TITLE = "Instance-wise distributionally robust nonnegative matrix
factorization",
        JOURNAL = PR,
        VOLUME = "169",
        YEAR = "2026",
        PAGES = "111732",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234642"}

@article{bb239720,
        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#TT234643"}

@article{bb239721,
        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#TT234644"}

@article{bb239722,
        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#TT234645"}

@article{bb239723,
        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#TT234646"}

@article{bb239724,
        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#TT234647"}

@article{bb239725,
        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#TT234648"}

@article{bb239726,
        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#TT234649"}

@article{bb239727,
        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#TT234650"}

@article{bb239728,
        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#TT234651"}

@article{bb239729,
        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#TT234652"}

@article{bb239730,
        AUTHOR = "Soleymanbaigi, S. and Seyedi, S.A. and Akhlaghian Tab, F. and Daneshfar, F.",
        TITLE = "Encoder-Decoder nonnegative matrix factorization with beta-divergence
for data clustering",
        JOURNAL = PR,
        VOLUME = "171",
        YEAR = "2026",
        PAGES = "112211",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234653"}

@article{bb239731,
        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#TT234654"}

@article{bb239732,
        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#TT234655"}

@article{bb239733,
        AUTHOR = "Wang, K.J. 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#TT234656"}

@article{bb239734,
        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#TT234657"}

@article{bb239735,
        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#TT234658"}

@article{bb239736,
        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#TT234659"}

@article{bb239737,
        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#TT234660"}

@article{bb239738,
        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#TT234661"}

@article{bb239739,
        AUTHOR = "Moayed, H. and Mansoori, E.G.",
        TITLE = "Deep and wide nonnegative matrix factorization with embedded
regularization",
        JOURNAL = PR,
        VOLUME = "153",
        YEAR = "2024",
        PAGES = "110530",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234662"}

@article{bb239740,
        AUTHOR = "Zhai, Z. and Chen, H.C. and Sun, Q.",
        TITLE = "Quadratic Matrix Factorization With Applications to Manifold Learning",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "6384-6401",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234663"}

@article{bb239741,
        AUTHOR = "Yang, X.J. and Zhu, T. and Peng, S.Y. and Nie, F.P. and Lin, Z.P.",
        TITLE = "Semi-supervised pivotal-aware nonnegative matrix factorization with
label and pairwise constraint propagation for data clustering",
        JOURNAL = PR,
        VOLUME = "157",
        YEAR = "2025",
        PAGES = "110933",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234664"}

@article{bb239742,
        AUTHOR = "Bhavana, P. and Padmanabhan, V.",
        TITLE = "Temporal Matrix Factorization:
A polynomial approach to latent factor estimation",
        JOURNAL = PR,
        VOLUME = "157",
        YEAR = "2025",
        PAGES = "110905",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234665"}

@article{bb239743,
        AUTHOR = "Wang, Q.S. and Cui, C.F. and Han, D.R.",
        TITLE = "A Momentum Accelerated Algorithm for ReLU-Based Nonlinear Matrix
Decomposition",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "2865-2869",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234666"}

@article{bb239744,
        AUTHOR = "Cui, G.S. and Wu, D. and Li, Y. and Li, J.Z.",
        TITLE = "Layer-wise normalized deep incomplete multiview nonnegative matrix
factorization",
        JOURNAL = PR,
        VOLUME = "158",
        YEAR = "2025",
        PAGES = "111010",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234667"}

@article{bb239745,
        AUTHOR = "Fan, K.Q. and Cai, X.H. and Niranjan, M.",
        TITLE = "Non-negative subspace feature representation for few-shot learning in
medical imaging",
        JOURNAL = IVC,
        VOLUME = "152",
        YEAR = "2024",
        PAGES = "105334",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234668"}

@article{bb239746,
        AUTHOR = "Abdolali, M. and Barbarino, G. and Gillis, N.",
        TITLE = "Dual Simplex Volume Maximization for Simplex-Structured Matrix
Factorization",
        JOURNAL = SIIMS,
        VOLUME = "17",
        YEAR = "2024",
        NUMBER = "4",
        PAGES = "2362-2391",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234669"}

@article{bb239747,
        AUTHOR = "Jia, Y.H. and Li, J.N. and Wu, W.H. and Wang, R.",
        TITLE = "Semi-Supervised Symmetric Non-Negative Matrix Factorization With
Low-Rank Tensor Representation",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1534-1547",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234670"}

@article{bb239748,
        AUTHOR = "Li, J. and Li, C.Q.",
        TITLE = "One-hot constrained symmetric nonnegative matrix factorization for
image clustering",
        JOURNAL = PR,
        VOLUME = "162",
        YEAR = "2025",
        PAGES = "111427",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234671"}

@article{bb239749,
        AUTHOR = "Li, J. and Li, C.Q.",
        TITLE = "Multi-View Clustering via Graph Regularized and One-Hot-Constrained
Symmetric Nonnegative Matrix Factorization",
        JOURNAL = CirSysVideo,
        VOLUME = "36",
        YEAR = "2026",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "8342-8355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234672"}

@article{bb239750,
        AUTHOR = "Wang, C. and Zhou, M. and Yu, X.F. and Weng, J.C. and Zhang, Y.",
        TITLE = "Factorization-Based Information Reconstruction for Enhancing Missing
Modality Robustness",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "1376-1380",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234673"}

@article{bb239751,
        AUTHOR = "Kou, Y. and Wan, Z. and Zhao, D.D.",
        TITLE = "Data-driven recognition of uncertainty by integrating matrix
factorization and kernel smoothing methods",
        JOURNAL = PR,
        VOLUME = "165",
        YEAR = "2025",
        PAGES = "111650",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234674"}

@article{bb239752,
        AUTHOR = "Li, S. and Yang, C. and Guo, H.",
        TITLE = "Auto-adjustable dual-information graph regularized NMF for multiview
data clustering",
        JOURNAL = PR,
        VOLUME = "166",
        YEAR = "2025",
        PAGES = "111679",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234675"}

@article{bb239753,
        AUTHOR = "Imamura, M. and Tashiro, A. and Kumano, S. and Otsuka, K.",
        TITLE = "Synergistic Functional Spectrum Analysis: A Framework for Exploring
the Multifunctional Interplay Among Multimodal Nonverbal Behaviours
in Conversations",
        JOURNAL = AffCom,
        VOLUME = "16",
        YEAR = "2025",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "1056-1073",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234676"}

@article{bb239754,
        AUTHOR = "Khalafaoui, Y. and Matei, B. and Lovisetto, M. and Grozavu, N.",
        TITLE = "Deep matrix factorization with adaptive weights for multi-view
clustering",
        JOURNAL = PR,
        VOLUME = "170",
        YEAR = "2026",
        PAGES = "112027",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234677"}

@article{bb239755,
        AUTHOR = "Chen, S.Y. and Zhang, S.L. and Zheng, G.Z.",
        TITLE = "Improve ranking algorithms based on matrix factorization in rating
systems",
        JOURNAL = PR,
        VOLUME = "170",
        YEAR = "2026",
        PAGES = "112011",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234678"}

@article{bb239756,
        AUTHOR = "Xia, X.G. and Guo, G.",
        TITLE = "Prime and Co-Prime Integer Matrices",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "3037-3041",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234679"}

@article{bb239757,
        AUTHOR = "Kouakou, H. and de Morais Goulart, J.H. and Vitale, R. and Oberlin, T. and Rousseau, D. and Ruckebusch, C. and Dobigeon, N.",
        TITLE = "Online Simplex-Structured Matrix Factorization",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "3705-3709",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234680"}

@article{bb239758,
        AUTHOR = "Nkurunziza, J.P. and Nahayo, F. and Gillis, N.",
        TITLE = "Orthogonal nonnegative matrix factorization with the Kullback-Leibler
divergence",
        JOURNAL = PRL,
        VOLUME = "197",
        YEAR = "2025",
        PAGES = "353-358",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234681"}

@article{bb239759,
        AUTHOR = "Wan, M.H. and Zhao, Y. and Yin, J. and Sun, C.L. and Yang, G.",
        TITLE = "Robust locality regularized non-negative matrix factorization with
structure preservation for image classification",
        JOURNAL = PR,
        VOLUME = "171",
        YEAR = "2026",
        PAGES = "112241",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234682"}

@article{bb239760,
        AUTHOR = "Li, H.Z. and Wang, J.",
        TITLE = "Machine-Cell and Part-Family Formation via Neurodynamics-Driven
Constrained Binary Matrix Factorization",
        JOURNAL = SMCS,
        VOLUME = "55",
        YEAR = "2025",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "9456-9467",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234683"}

@article{bb239761,
        AUTHOR = "Xu, S. and Zhao, Z.X. and Cao, X.Y. and Peng, J.J. and Zhao, X.L. and Meng, D.Y. and Zhang, Y.L. and Timofte, R. and Van Gool, L.J.",
        TITLE = "Parameterized Low-Rank Regularizer for High-dimensional Visual Data",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "8546-8569",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234684"}

@article{bb239762,
        AUTHOR = "Saberi Movahed, F. and Berahmand, K. and Sheikhpour, R. and Li, Y.F. and Pan, S.R. and Jalili, M.",
        TITLE = "Nonnegative Matrix Factorization in Dimensionality Reduction: A
Survey",
        JOURNAL = Surveys,
        VOLUME = "58",
        YEAR = "2025",
        NUMBER = "5",
        MONTH = "November",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234685"}

@article{bb239763,
        AUTHOR = "Wu, W.M. and Tian, C.X. and Jiao, L.C. and Li, L.L. and Liu, X. and Liu, F. and Ma, W.P. and Yang, S.Y.",
        TITLE = "Physics-Informed Matrix Factorization Operator",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "3556-3570",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234686"}

@article{bb239764,
        AUTHOR = "Jia, F. and Hui, Y.X. and Zeng, T.Y.",
        TITLE = "Effective Solutions to Robust Orthogonal Nonnegative Matrix
Factorization via Oblique Manifold Transformation",
        JOURNAL = SIIMS,
        VOLUME = "19",
        YEAR = "2026",
        NUMBER = "1",
        PAGES = "236-265",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234687"}

@article{bb239765,
        AUTHOR = "Jing, W.J. and Lu, L. and Liu, Q.L. and Ou, W.H.",
        TITLE = "Deep non-negative matrix factorization with multi-layer graph
regularization for clustering",
        JOURNAL = PR,
        VOLUME = "177",
        YEAR = "2026",
        PAGES = "113325",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234688"}

@article{bb239766,
        AUTHOR = "Ji, Z. and Yang, S. and Liu, J. and Pang, Y.W. and Tang, C.",
        TITLE = "A Fresh Look at Generalized Category Discovery Through Non-Negative
Matrix Factorization",
        JOURNAL = CirSysVideo,
        VOLUME = "36",
        YEAR = "2026",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "8274-8288",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234689"}

@article{bb239767,
        AUTHOR = "Wang, Y. and Zhang, F. and Jiang, B.B.",
        TITLE = "Robust Multi-View Clustering via Quadratic Matrix Factorization With
Manifold Learning",
        JOURNAL = IP,
        VOLUME = "35",
        YEAR = "2026",
        PAGES = "7005-7017",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234690"}

@article{bb239768,
        AUTHOR = "Qi, Q.Q. and Chen, Z.M. and van der Heijden, P.G.M.",
        TITLE = "Identification of NMF by Choosing Maximum-Volume Basis Vectors",
        JOURNAL = SPLetters,
        VOLUME = "33",
        YEAR = "2026",
        PAGES = "2595-2599",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234691"}

@article{bb239769,
        AUTHOR = "Yuan, F. and Yu, D.X. and Chen, G.Y. and Wang, S.Q. and Gan, M. and Zhang, L.",
        TITLE = "Hierarchical Dynamic Self-Supervised Learning for Robust Deep
Non-negative Matrix Factorization in clustering tasks",
        JOURNAL = PR,
        VOLUME = "180",
        YEAR = "2026",
        PAGES = "114086",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234692"}

@article{bb239770,
        AUTHOR = "Li, Y. and Tang, J.",
        TITLE = "Privacy-preserving graph embedding for non-linear private attributes",
        JOURNAL = PR,
        VOLUME = "180",
        YEAR = "2026",
        PAGES = "114204",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234693"}

@article{bb239771,
        AUTHOR = "Oliveira, R. and Savazzi, S.",
        TITLE = "On the Stability of Consensus Gradient Dynamics for Regularized
Distributed Deep Matrix Factorization: Explicit Bounds",
        JOURNAL = SPLetters,
        VOLUME = "33",
        YEAR = "2026",
        PAGES = "2884-2888",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234694"}

@inproceedings{bb239772,
        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#TT234695"}

@inproceedings{bb239773,
        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#TT234696"}

@inproceedings{bb239774,
        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#TT234697"}

@inproceedings{bb239775,
        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#TT234698"}

@inproceedings{bb239776,
        AUTHOR = "Peng, C. and Chen, C.L.Z. 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#TT234699"}

@inproceedings{bb239777,
        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#TT234700"}

@inproceedings{bb239778,
        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#TT234701"}

@inproceedings{bb239779,
        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#TT234702"}

@inproceedings{bb239780,
        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#TT234703"}

@inproceedings{bb239781,
        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#TT234704"}

@inproceedings{bb239782,
        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#TT234705"}

@inproceedings{bb239783,
        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#TT234706"}

@inproceedings{bb239784,
        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#TT234707"}

@inproceedings{bb239785,
        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#TT234708"}

@inproceedings{bb239786,
        AUTHOR = "Bao, Y.Y. and Liu, H.W.",
        TITLE = "Nonmonotone projected Barzilai-Borwein method for compressed sensing",
        BOOKTITLE = ICIVC17,
        YEAR = "2017",
        PAGES = "756-760",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234709"}

@inproceedings{bb239787,
        AUTHOR = "Kohjima, M. and Matsubayashi, T. and Sawada, H.",
        TITLE = "Non-negative multiple matrix factorization with Euclidean and
Kullback-Leibler mixed divergences",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "2515-2520",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234710"}

@inproceedings{bb239788,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234711"}

@inproceedings{bb239789,
        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#TT234712"}

@inproceedings{bb239790,
        AUTHOR = "Lemaitre, F. and Lacassagne, L.",
        TITLE = "Batched Cholesky factorization for tiny matrices",
        BOOKTITLE = DASIP16,
        YEAR = "2016",
        PAGES = "130-137",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234713"}

@inproceedings{bb239791,
        AUTHOR = "Luo, Q. and Han, Z. and Chen, X. and Wang, Y. and Meng, D.Y. and Liang, D. and Tang, Y.D.",
        TITLE = "Tensor RPCA by Bayesian CP Factorization with Complex Noise",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "5029-5038",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234714"}

@inproceedings{bb239792,
        AUTHOR = "Chen, X. and Han, Z. and Wang, Y. and Zhao, Q. and Meng, D.Y. and Tang, Y.D.",
        TITLE = "Robust Tensor Factorization with Unknown Noise",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "5213-5221",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234715"}

@inproceedings{bb239793,
        AUTHOR = "Meng, D.Y. and de la Torre, F.",
        TITLE = "Robust Matrix Factorization with Unknown Noise",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
        PAGES = "1337-1344",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234716"}

@inproceedings{bb239794,
        AUTHOR = "Bampis, C.G. and Maragos, P. and Bovik, A.C.",
        TITLE = "Projective non-negative matrix factorization for unsupervised graph
clustering",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1255-1258",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234717"}

@inproceedings{bb239795,
        AUTHOR = "Hong, J.H. and Fitzgibbon, A.",
        TITLE = "Secrets of Matrix Factorization: Approximations, Numerics, Manifold
Optimization and Random Restarts",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "4130-4138",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234718"}

@inproceedings{bb239796,
        AUTHOR = "Wang, T.C. and Ye, T.Q. and Gurrin, C.",
        TITLE = "Transfer Nonnegative Matrix Factorization for Image Representation",
        BOOKTITLE = MMMod16,
        YEAR = "2016",
        PAGES = "II: 3-14",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234719"}

@inproceedings{bb239797,
        AUTHOR = "Wang, Z.F. and Kong, X.W. and Fu, H.Y. and Li, M. and Zhang, Y.J.",
        TITLE = "Feature Extraction via Multi-View Non-Negative Matrix Factorization
with Local Graph Regularization",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "3500-3504",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234720"}

@inproceedings{bb239798,
        AUTHOR = "Turkan, M. and Alain, M. and Thoreau, D. and Guillotel, P. and Guillemot, C.",
        TITLE = "Epitomic image factorization via neighbor-embedding",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "4141-4145",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234721"}

@inproceedings{bb239799,
        AUTHOR = "Paez Torres, A.E. and Gonzalez, F.A.",
        TITLE = "Online Kernel Matrix Factorization",
        BOOKTITLE = CIARP15,
        YEAR = "2015",
        PAGES = "651-658",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT234722"}

Last update:Aug 19, 2026 at 13:26:35