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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#TT203393"}
@article{bb208301,
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#TT203394"}
@article{bb208302,
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#TT203395"}
@article{bb208303,
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#TT203396"}
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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#TT203397"}
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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#TT203398"}
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AUTHOR = "Vanegas, J.A. and Escalante, H.J. and Gonzalez, F.A.",
TITLE = "Scalable multi-label annotation via semi-supervised kernel semantic
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JOURNAL = PRL,
VOLUME = "123",
YEAR = "2019",
PAGES = "97-103",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT203399"}
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AUTHOR = "Vanegas, J.A. and Escalante, H.J. and Gonzalez, F.A.",
TITLE = "Semi-supervised Online Kernel Semantic Embedding for Multi-label
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BOOKTITLE = CIARP17,
YEAR = "2017",
PAGES = "693-701",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT203400"}
@inproceedings{bb208308,
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#TT203401"}
@article{bb208309,
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#TT203402"}
@article{bb208310,
AUTHOR = "Kaloorazi, M.F. and Chen, J.",
TITLE = "Randomized Truncated Pivoted QLP Factorization for Low-Rank Matrix
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JOURNAL = SPLetters,
VOLUME = "26",
YEAR = "2019",
NUMBER = "7",
MONTH = "July",
PAGES = "1075-1079",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT203403"}
@article{bb208311,
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#TT203404"}
@article{bb208312,
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#TT203405"}
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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#TT203406"}
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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,
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YEAR = "2019",
NUMBER = "11",
MONTH = "November",
PAGES = "3184-3198",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT203407"}
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AUTHOR = "Pang, M. and Lin, C. and Liu, R.S. and Fan, X. and Jiang, J.F. and Luo, Z.X.",
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representation",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "1255-1259",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT203408"}
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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
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JOURNAL = CirSysVideo,
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT203409"}
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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
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VOLUME = "89",
YEAR = "2020",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT203410"}
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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#TT203411"}
@article{bb208319,
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#TT203412"}
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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#TT203413"}
@article{bb208321,
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#TT203414"}
@article{bb208322,
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#TT203415"}
@article{bb208323,
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#TT203416"}
@inproceedings{bb208324,
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#TT203417"}
@article{bb208325,
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#TT203418"}
@article{bb208326,
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#TT203419"}
@article{bb208327,
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#TT203420"}
@article{bb208328,
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#TT203421"}
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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#TT203422"}
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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#TT203423"}
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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#TT203424"}
@article{bb208332,
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#TT203425"}
@article{bb208333,
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#TT203426"}
@article{bb208334,
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#TT203427"}
@article{bb208335,
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#TT203428"}
@article{bb208336,
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#TT203429"}
@article{bb208337,
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#TT203430"}
@article{bb208338,
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#TT203431"}
@article{bb208339,
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#TT203432"}
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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#TT203433"}
@article{bb208341,
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#TT203434"}
@article{bb208342,
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#TT203435"}
@article{bb208343,
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#TT203436"}
@inproceedings{bb208344,
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#TT203437"}
@article{bb208345,
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#TT203438"}
@article{bb208346,
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#TT203439"}
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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#TT203440"}
@article{bb208348,
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#TT203441"}
@article{bb208349,
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#TT203442"}
@article{bb208350,
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#TT203443"}
@article{bb208351,
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#TT203444"}
@article{bb208352,
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#TT203445"}
@article{bb208353,
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#TT203446"}
@article{bb208354,
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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT203447"}
@inproceedings{bb208355,
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#TT203448"}
@inproceedings{bb208356,
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#TT203449"}
@article{bb208357,
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,
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YEAR = "2022",
NUMBER = "8",
MONTH = "August",
PAGES = "4052-4064",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT203450"}
@article{bb208358,
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#TT203451"}
@article{bb208359,
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#TT203452"}
@article{bb208360,
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#TT203453"}
@article{bb208361,
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#TT203454"}
@article{bb208362,
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#TT203455"}
@article{bb208363,
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#TT203456"}
@article{bb208364,
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#TT203457"}
@article{bb208365,
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#TT203458"}
@article{bb208366,
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#TT203459"}
@article{bb208367,
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#TT203460"}
@article{bb208368,
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#TT203461"}
@article{bb208369,
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#TT203462"}
@article{bb208370,
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#TT203463"}
@article{bb208371,
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#TT203464"}
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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#TT203465"}
@article{bb208373,
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#TT203466"}
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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#TT203467"}
@article{bb208375,
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#TT203468"}
@inproceedings{bb208376,
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#TT203469"}
@inproceedings{bb208377,
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#TT203470"}
@inproceedings{bb208378,
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#TT203471"}
@inproceedings{bb208379,
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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT203472"}
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AUTHOR = "Peng, C. and Chen, C.L. and Kang, Z. and Li, J.B. and Cheng, Q.A.",
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BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "7309-7317",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT203473"}
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AUTHOR = "Zheng, H. and Liang, Z. and Tian, F. and Ming, Z.",
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BOOKTITLE = ICIP19,
YEAR = "2019",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT203474"}
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AUTHOR = "Pan, J. and Ng, M.K. and Zhang, X.",
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Matrix Factorization",
BOOKTITLE = ICPR18,
YEAR = "2018",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT203475"}
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AUTHOR = "Hwang, S.J. and Kim, H.J. and Ravi, S.N. and Collins, M.D. and Tao, Z. and Singh, V.",
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BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "1014-1023",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT203476"}
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AUTHOR = "Giampouras, P.V. and Rontogiannis, A.A. and Koutroumbas, K.D.",
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Factorization",
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AUTHOR = "An, S.",
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BOOKTITLE = ICIP18,
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AUTHOR = "Sun, Y. and Liu, X. and Liang, L.",
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factorization",
BOOKTITLE = ICIP17,
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AUTHOR = "Tepper, M. and Sapiro, G.",
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BOOKTITLE = CVPR17,
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AUTHOR = "Larsson, V. and Olsson, C.",
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AUTHOR = "Ithapu, V.K. and Kondor, R. and Johnson, S.C. and Singh, V.",
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AUTHOR = "Lan, C. and Li, X. and Deng, Y. and Amand, J.S. and Huan, J.",
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Last update:Apr 18, 2024 at 11:38:49