@article{bb209400, AUTHOR = "Fu, X. and Huang, K. and Sidiropoulos, N.D. and Ma, W.", TITLE = "Nonnegative Matrix Factorization for Signal and Data Analytics: Identifiability, Algorithms, and Applications", JOURNAL = SPMag, VOLUME = "36", YEAR = "2019", NUMBER = "2", MONTH = "March", PAGES = "59-80", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204483"} @article{bb209401, AUTHOR = "Tichy, O. and Bodiova, L. and Smidl, V.", TITLE = "Bayesian Non-Negative Matrix Factorization With Adaptive Sparsity and Smoothness Prior", JOURNAL = SPLetters, VOLUME = "26", YEAR = "2019", NUMBER = "3", MONTH = "March", PAGES = "510-514", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204484"} @article{bb209402, AUTHOR = "Kohjima, M. and Matsubayashi, T. and Sawada, H.", TITLE = "Learning of Nonnegative Matrix Factorization Models for Inconsistent Resolution Dataset Analysis", JOURNAL = IEICE, VOLUME = "E102-D", YEAR = "2019", NUMBER = "4", MONTH = "April", PAGES = "715-723", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204485"} @article{bb209403, AUTHOR = "Atif, S.M. and Qazi, S. and Gillis, N.", TITLE = "Improved SVD-based initialization for nonnegative matrix factorization using low-rank correction", JOURNAL = PRL, VOLUME = "122", YEAR = "2019", PAGES = "53-59", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204486"} @article{bb209404, AUTHOR = "Pan, J.J. and Gillis, N.", TITLE = "Generalized Separable Nonnegative Matrix Factorization", JOURNAL = PAMI, VOLUME = "43", YEAR = "2021", NUMBER = "5", MONTH = "May", PAGES = "1546-1561", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204487"} @article{bb209405, AUTHOR = "Gong, M. and Jiang, X. and Li, H. and Tan, K.C.", TITLE = "Multiobjective Sparse Non-Negative Matrix Factorization", JOURNAL = Cyber, VOLUME = "49", YEAR = "2019", NUMBER = "8", MONTH = "August", PAGES = "2941-2954", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204488"} @article{bb209406, AUTHOR = "Vanegas, J.A. and Escalante, H.J. and Gonzalez, F.A.", TITLE = "Scalable multi-label annotation via semi-supervised kernel semantic embedding", JOURNAL = PRL, VOLUME = "123", YEAR = "2019", PAGES = "97-103", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204489"} @inproceedings{bb209407, AUTHOR = "Vanegas, J.A. and Escalante, H.J. and Gonzalez, F.A.", TITLE = "Semi-supervised Online Kernel Semantic Embedding for Multi-label Annotation", BOOKTITLE = CIARP17, YEAR = "2017", PAGES = "693-701", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204490"} @inproceedings{bb209408, AUTHOR = "Otalora Montenegro, S. and Perez Rubiano, S.A. and Gonzalez, F.A.", TITLE = "Online Matrix Factorization for Space Embedding Multilabel Annotation", BOOKTITLE = CIARP13, YEAR = "2013", PAGES = "I:343-350", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204491"} @article{bb209409, AUTHOR = "Akyildiz, O.D. and Miguez, J.", TITLE = "Dictionary filtering: a probabilistic approach to online matrix factorisation", JOURNAL = SIViP, VOLUME = "13", YEAR = "2019", NUMBER = "4", MONTH = "June", PAGES = "737-744", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204492"} @article{bb209410, AUTHOR = "Kaloorazi, M.F. and Chen, J.", TITLE = "Randomized Truncated Pivoted QLP Factorization for Low-Rank Matrix Recovery", JOURNAL = SPLetters, VOLUME = "26", YEAR = "2019", NUMBER = "7", MONTH = "July", PAGES = "1075-1079", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204493"} @article{bb209411, AUTHOR = "Crannell, A. and Frantz, M. and Futamura, F.", TITLE = "Factoring a Homography to Analyze Projective Distortion", JOURNAL = JMIV, VOLUME = "61", YEAR = "2019", NUMBER = "7", MONTH = "September", PAGES = "967-989", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204494"} @article{bb209412, AUTHOR = "Belachew, M.T.", TITLE = "Efficient algorithm for sparse symmetric nonnegative matrix factorization", JOURNAL = PRL, VOLUME = "125", YEAR = "2019", PAGES = "735-741", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204495"} @article{bb209413, AUTHOR = "Tosyali, A. and Kim, J.H. and Choi, J. and Jeong, M.K.", TITLE = "Regularized asymmetric nonnegative matrix factorization for clustering in directed networks", JOURNAL = PRL, VOLUME = "125", YEAR = "2019", PAGES = "750-757", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204496"} @article{bb209414, AUTHOR = "Pang, M. and Cheung, Y.M. and Liu, R.S. and Lou, J. and Lin, C.", TITLE = "Toward Efficient Image Representation: Sparse Concept Discriminant Matrix Factorization", JOURNAL = CirSysVideo, VOLUME = "29", YEAR = "2019", NUMBER = "11", MONTH = "November", PAGES = "3184-3198", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204497"} @inproceedings{bb209415, AUTHOR = "Pang, M. and Lin, C. and Liu, R.S. and Fan, X. and Jiang, J.F. and Luo, Z.X.", TITLE = "Sparse concept discriminant matrix factorization for image representation", BOOKTITLE = ICIP15, YEAR = "2015", PAGES = "1255-1259", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204498"} @article{bb209416, AUTHOR = "Yi, Y.G. and Wang, J.Z. and Zhou, W. and Zheng, C.X. and Kong, J. and Qiao, S.J.", TITLE = "Non-Negative Matrix Factorization With Locality Constrained Adaptive Graph", JOURNAL = CirSysVideo, VOLUME = "30", YEAR = "2020", NUMBER = "2", MONTH = "February", PAGES = "427-441", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204499"} @article{bb209417, AUTHOR = "Yi, Y.G. and Chen, Y.Q. and Wang, J.Z. and Lei, G. and Dai, J.Y. and Zhang, H.H.", TITLE = "Joint feature representation and classification via adaptive graph semi-supervised nonnegative matrix factorization", JOURNAL = SP:IC, VOLUME = "89", YEAR = "2020", PAGES = "115984", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204500"} @article{bb209418, AUTHOR = "Yi, C. and Zhao, Y.Q. and Chan, J.C.W. and Kong, S.G.", TITLE = "Joint Spatial-spectral Resolution Enhancement of Multispectral Images with Spectral Matrix Factorization and Spatial Sparsity Constraints", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "6", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204501"} @article{bb209419, AUTHOR = "Teboulle, M. and Vaisbourd, Y.", TITLE = "Novel Proximal Gradient Methods for Nonnegative Matrix Factorization with Sparsity Constraints", JOURNAL = SIIMS, VOLUME = "13", YEAR = "2020", NUMBER = "1", PAGES = "381-421", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204502"} @article{bb209420, AUTHOR = "Xu, S. and Zhang, C.X. and Zhang, J.S.", TITLE = "Adaptive quantile low-rank matrix factorization", JOURNAL = PR, VOLUME = "103", YEAR = "2020", PAGES = "107310", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204503"} @article{bb209421, AUTHOR = "Xiong, Y.J. and Xu, Y. and Shu, X.", TITLE = "Cross-view hashing via supervised deep discrete matrix factorization", JOURNAL = PR, VOLUME = "103", YEAR = "2020", PAGES = "107270", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204504"} @article{bb209422, AUTHOR = "Pu, J. and Panagakis, Y. and Petridis, S. and Shen, J. and Pantic, M.", TITLE = "Blind Audio-Visual Localization and Separation via Low-Rank and Sparsity", JOURNAL = Cyber, VOLUME = "50", YEAR = "2020", NUMBER = "5", MONTH = "May", PAGES = "2288-2301", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204505"} @article{bb209423, AUTHOR = "Haeffele, B.D. and Vidal, R.", TITLE = "Structured Low-Rank Matrix Factorization: Global Optimality, Algorithms, and Applications", JOURNAL = PAMI, VOLUME = "42", YEAR = "2020", NUMBER = "6", MONTH = "June", PAGES = "1468-1482", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204506"} @inproceedings{bb209424, AUTHOR = "Lane, C. and Haeffele, B.D. and Vidal, R.", TITLE = "Adaptive Online k-Subspaces with Cooperative Re-Initialization", BOOKTITLE = RSL-CV19, YEAR = "2019", PAGES = "678-688", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204507"} @article{bb209425, AUTHOR = "Gouvert, O. and Oberlin, T. and Fevotte, C.", TITLE = "Negative Binomial Matrix Factorization", JOURNAL = SPLetters, VOLUME = "27", YEAR = "2020", PAGES = "815-819", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204508"} @article{bb209426, AUTHOR = "Zhang, S. and Soubies, E. and Fevotte, C.", TITLE = "On the Identifiability of Transform Learning for Non-Negative Matrix Factorization", JOURNAL = SPLetters, VOLUME = "27", YEAR = "2020", PAGES = "1555-1559", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204509"} @article{bb209427, AUTHOR = "Xue, F. and Wang, W.B. and Zhou, W.J. and Zeng, T. and Yang, T.", TITLE = "Cross-modal retrieval via label category supervised matrix factorization hashing", JOURNAL = PRL, VOLUME = "138", YEAR = "2020", PAGES = "469-475", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204510"} @article{bb209428, AUTHOR = "Wu, J. and Luo, F. and Zhang, Y. and Wang, H.", TITLE = "Semi-discrete Matrix Factorization", JOURNAL = IEEE_Int_Sys, VOLUME = "35", YEAR = "2020", NUMBER = "5", MONTH = "September", PAGES = "73-83", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204511"} @article{bb209429, AUTHOR = "Peng, S.Y. and Ser, W. and Chen, B.D. and Lin, Z.P.", TITLE = "Robust semi-supervised nonnegative matrix factorization for image clustering", JOURNAL = PR, VOLUME = "111", YEAR = "2021", PAGES = "107683", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204512"} @article{bb209430, AUTHOR = "Yin, J.X. and Peng, S.Y. and Yang, Z.J. and Chen, B.D. and Lin, Z.P.", TITLE = "Hypergraph based semi-supervised symmetric nonnegative matrix factorization for image clustering", JOURNAL = PR, VOLUME = "137", YEAR = "2023", PAGES = "109274", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204513"} @article{bb209431, AUTHOR = "Peng, S.Y. and Yin, J.X. and Yang, Z.J. and Chen, B.D. and Lin, Z.P.", TITLE = "Multiview Clustering via Hypergraph Induced Semi-Supervised Symmetric Nonnegative Matrix Factorization", JOURNAL = CirSysVideo, VOLUME = "33", YEAR = "2023", NUMBER = "10", MONTH = "October", PAGES = "5510-5524", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204514"} @article{bb209432, AUTHOR = "Ma, J.Q. and Zhang, Y.P. and Zhang, L.F.", TITLE = "Discriminative subspace matrix factorization for multiview data clustering", JOURNAL = PR, VOLUME = "111", YEAR = "2021", PAGES = "107676", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204515"} @article{bb209433, AUTHOR = "Tian, M. and Leng, C. and Wu, H. and Basu, A.", TITLE = "Total Variation Constrained Graph-Regularized Convex Non-Negative Matrix Factorization for Data Representation", JOURNAL = SPLetters, VOLUME = "28", YEAR = "2021", PAGES = "126-130", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204516"} @article{bb209434, AUTHOR = "Hedjam, R. and Abdesselam, A. and Melgani, F.", TITLE = "NMF with feature relationship preservation penalty term for clustering problems", JOURNAL = PR, VOLUME = "112", YEAR = "2021", PAGES = "107814", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204517"} @article{bb209435, AUTHOR = "Yang, B. and Zhang, X. and Nie, F. and Wang, F. and Yu, W. and Wang, R.", TITLE = "Fast Multi-View Clustering via Nonnegative and Orthogonal Factorization", JOURNAL = IP, VOLUME = "30", YEAR = "2021", PAGES = "2575-2586", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204518"} @article{bb209436, AUTHOR = "Zhang, C.H. and Zhang, S.H.", TITLE = "Bayesian Joint Matrix Decomposition for Data Integration with Heterogeneous Noise", JOURNAL = PAMI, VOLUME = "43", YEAR = "2021", NUMBER = "4", MONTH = "April", PAGES = "1184-1196", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204519"} @article{bb209437, AUTHOR = "Liu, S. and Feng, J. and Tian, Z.Q.", TITLE = "Variational Low-Rank Matrix Factorization with Multi-Patch Collaborative Learning for Hyperspectral Imagery Mixed Denoising", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "6", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204520"} @article{bb209438, AUTHOR = "Zhao, Y. and Wang, H.Y. and Pei, J.H.", TITLE = "Deep Non-Negative Matrix Factorization Architecture Based on Underlying Basis Images Learning", JOURNAL = PAMI, VOLUME = "43", YEAR = "2021", NUMBER = "6", MONTH = "June", PAGES = "1897-1913", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204521"} @article{bb209439, 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#TT204522"} @article{bb209440, 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#TT204523"} @article{bb209441, 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#TT204524"} @article{bb209442, 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#TT204525"} @article{bb209443, 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#TT204526"} @inproceedings{bb209444, 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#TT204527"} @article{bb209445, 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#TT204528"} @article{bb209446, 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#TT204529"} @article{bb209447, 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#TT204530"} @article{bb209448, 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#TT204531"} @article{bb209449, 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#TT204532"} @article{bb209450, 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#TT204533"} @article{bb209451, 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#TT204534"} @article{bb209452, 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#TT204535"} @article{bb209453, 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#TT204536"} @article{bb209454, 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#TT204537"} @inproceedings{bb209455, 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", PAGES = "756-760", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204573"} @inproceedings{bb209491, 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#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", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204575"} @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, YEAR = "2016", PAGES = "130-137", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT204577"} @inproceedings{bb209495, 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#TT204578"} @inproceedings{bb209496, 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#TT204579"} @inproceedings{bb209497, 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#TT204580"} @inproceedings{bb209498, 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#TT204581"} @inproceedings{bb209499, 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#TT204582"}