@article{bb242500,
        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#TT237406"}

@article{bb242501,
        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#TT237407"}

@article{bb242502,
        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#TT237408"}

@article{bb242503,
        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#TT237409"}

@article{bb242504,
        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#TT237410"}

@article{bb242505,
        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#TT237411"}

@article{bb242506,
        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#TT237412"}

@article{bb242507,
        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#TT237413"}

@article{bb242508,
        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#TT237414"}

@article{bb242509,
        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#TT237415"}

@article{bb242510,
        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#TT237416"}

@article{bb242511,
        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#TT237417"}

@article{bb242512,
        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#TT237418"}

@article{bb242513,
        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#TT237419"}

@article{bb242514,
        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#TT237420"}

@article{bb242515,
        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#TT237421"}

@article{bb242516,
        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#TT237422"}

@article{bb242517,
        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#TT237423"}

@article{bb242518,
        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#TT237424"}

@article{bb242519,
        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#TT237425"}

@article{bb242520,
        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#TT237426"}

@article{bb242521,
        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#TT237427"}

@article{bb242522,
        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#TT237428"}

@article{bb242523,
        AUTHOR = "Wan, M.H. and Chen, T.T. and Tang, M.W.",
        TITLE = "Inductive robust non-negative matrix factorization with double
recovery graph embedding for image feature extraction",
        JOURNAL = PR,
        VOLUME = "182",
        YEAR = "2027",
        PAGES = "114816",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237429"}

@article{bb242524,
        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#TT237430"}

@article{bb242525,
        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#TT237431"}

@article{bb242526,
        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#TT237432"}

@article{bb242527,
        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#TT237433"}

@article{bb242528,
        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#TT237434"}

@article{bb242529,
        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#TT237435"}

@article{bb242530,
        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#TT237436"}

@article{bb242531,
        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#TT237437"}

@article{bb242532,
        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#TT237438"}

@article{bb242533,
        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#TT237439"}

@article{bb242534,
        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#TT237440"}

@article{bb242535,
        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#TT237441"}

@article{bb242536,
        AUTHOR = "Li, J. and Zhou, X. and Shen, X. and Li, C.Q.",
        TITLE = "High-order label propagation-guided nonnegative matrix factorization
for semi-supervised clustering",
        JOURNAL = PR,
        VOLUME = "180",
        YEAR = "2026",
        PAGES = "114657",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237442"}

@article{bb242537,
        AUTHOR = "Gao, Q.X. and Wang, R. and Li, J. and Ma, X. and Deng, C. and Duan, Y.",
        TITLE = "Non-Negative Tensor Factorization Based Bi-Clustering on Anchor
Graphs",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "15252-15266",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237443"}

@inproceedings{bb242538,
        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#TT237444"}

@inproceedings{bb242539,
        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#TT237445"}

@inproceedings{bb242540,
        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#TT237446"}

@inproceedings{bb242541,
        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#TT237447"}

@inproceedings{bb242542,
        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#TT237448"}

@inproceedings{bb242543,
        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#TT237449"}

@inproceedings{bb242544,
        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#TT237450"}

@inproceedings{bb242545,
        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#TT237451"}

@inproceedings{bb242546,
        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#TT237452"}

@inproceedings{bb242547,
        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#TT237453"}

@inproceedings{bb242548,
        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#TT237454"}

@inproceedings{bb242549,
        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#TT237455"}

@inproceedings{bb242550,
        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#TT237456"}

@inproceedings{bb242551,
        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#TT237457"}

@inproceedings{bb242552,
        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#TT237458"}

@inproceedings{bb242553,
        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#TT237459"}

@inproceedings{bb242554,
        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#TT237460"}

@inproceedings{bb242555,
        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#TT237461"}

@inproceedings{bb242556,
        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#TT237462"}

@inproceedings{bb242557,
        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#TT237463"}

@inproceedings{bb242558,
        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#TT237464"}

@inproceedings{bb242559,
        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#TT237465"}

@inproceedings{bb242560,
        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#TT237466"}

@inproceedings{bb242561,
        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#TT237467"}

@inproceedings{bb242562,
        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#TT237468"}

@inproceedings{bb242563,
        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#TT237469"}

@inproceedings{bb242564,
        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#TT237470"}

@inproceedings{bb242565,
        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#TT237471"}

@inproceedings{bb242566,
        AUTHOR = "Beltran, V. and Vanegas, J.A. and Gonzalez, F.A.",
        TITLE = "Semi-supervised Dimensionality Reduction via Multimodal Matrix
Factorization",
        BOOKTITLE = CIARP15,
        YEAR = "2015",
        PAGES = "676-682",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237472"}

@inproceedings{bb242567,
        AUTHOR = "Chen, P.X. and Wang, N.Y. and Zhang, N.L. and Yeung, D.Y.",
        TITLE = "Bayesian adaptive matrix factorization with automatic model selection",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "1284-1292",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237473"}

@inproceedings{bb242568,
        AUTHOR = "Oskarsson, M. and Batstone, K. and Astrom, K.",
        TITLE = "Trust No One: Low Rank Matrix Factorization Using Hierarchical RANSAC",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "5820-5829",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237474"}

@inproceedings{bb242569,
        AUTHOR = "Jiang, F.Y. and Oskarsson, M. and Astrom, K.",
        TITLE = "On the minimal problems of low-rank matrix factorization",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "2549-2557",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237475"}

@inproceedings{bb242570,
        AUTHOR = "Huang, S. and Elhoseiny, M. and Elgammal, A.M. and Yang, D.",
        TITLE = "Improving non-negative matrix factorization via ranking its bases",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "5951-5955",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237476"}

@inproceedings{bb242571,
        AUTHOR = "Zafeiriou, L. and Nikitidis, S. and Zafeiriou, S.P. and Pantic, M.",
        TITLE = "Slow features nonnegative matrix factorization for temporal data
decomposition",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "1430-1434",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237477"}

@inproceedings{bb242572,
        AUTHOR = "Nourbakhsh, F. and Bulo, S.R. and Pelillo, M.",
        TITLE = "A Matrix Factorization Approach to Graph Compression",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "76-81",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237478"}

@inproceedings{bb242573,
        AUTHOR = "Chaudhari, S. and Murty, M.N.",
        TITLE = "Average Overlap for Clustering Incomplete Data Using Symmetric
Non-negative Matrix Factorization",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "1431-1436",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237479"}

@inproceedings{bb242574,
        AUTHOR = "Zen, G. and Ricci, E. and Sebe, N.",
        TITLE = "Simultaneous Ground Metric Learning and Matrix Factorization with
Earth Mover's Distance",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "3690-3695",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237480"}

@inproceedings{bb242575,
        AUTHOR = "Shu, X.B. and Porikli, F.M. and Ahuja, N.",
        TITLE = "Robust Orthonormal Subspace Learning:
Efficient Recovery of Corrupted Low-Rank Matrices",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "3874-3881",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237481"}

@inproceedings{bb242576,
        AUTHOR = "Li, Y.M. and Yang, M. and Zhang, Z.F.",
        TITLE = "Coordinate Ranking Regularized Non-negative Matrix Factorization",
        BOOKTITLE = ACPR13,
        YEAR = "2013",
        PAGES = "215-219",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237482"}

@inproceedings{bb242577,
        AUTHOR = "Qin, Z. and van Beek, P. and Chen, X.",
        TITLE = "Direct Matrix Factorization and Alignment Refinement: Application to
Defect Detection",
        BOOKTITLE = CRV14,
        YEAR = "2014",
        PAGES = "135-142",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237483"}

@inproceedings{bb242578,
        AUTHOR = "Guo, W.W. and Hu, W.D. and Boulgouris, N.V. and Patras, I.",
        TITLE = "Semi-supervised visual recognition with constrained graph regularized
non negative matrix factorization",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "2743-2747",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237484"}

@inproceedings{bb242579,
        AUTHOR = "Liu, L. and Comar, P.M. and Saha, S. and Tan, P.N. and Nucci, A.",
        TITLE = "Recursive NMF: Efficient label tree learning for large multi-class
problems",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "2148-2151",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237485"}

@inproceedings{bb242580,
        AUTHOR = "Xie, S.N. and Lu, H.T. and He, Y.C.",
        TITLE = "Multi-task co-clustering via nonnegative matrix factorization",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "2954-2958",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237486"}

@inproceedings{bb242581,
        AUTHOR = "Wang, N.Y. and Yeung, D.Y.",
        TITLE = "Bayesian Robust Matrix Factorization for Image and Video Processing",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
        PAGES = "1785-1792",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237487"}

@inproceedings{bb242582,
        AUTHOR = "Wang, N.Y. and Yao, T.S. and Wang, J.D. and Yeung, D.Y.",
        TITLE = "A Probabilistic Approach to Robust Matrix Factorization",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "VII: 126-139",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237488"}

@inproceedings{bb242583,
        AUTHOR = "Zdunek, R.",
        TITLE = "Trust-Region Algorithm for Nonnegative Matrix Factorization with Alpha-
and Beta-Divergences",
        BOOKTITLE = DAGM12,
        YEAR = "2012",
        PAGES = "226-235",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237489"}

@inproceedings{bb242584,
        AUTHOR = "Wang, D. and Lu, H.C.",
        TITLE = "Incremental orthogonal projective non-negative matrix factorization and
its applications",
        BOOKTITLE = ICIP11,
        YEAR = "2011",
        PAGES = "2077-2080",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237490"}

@inproceedings{bb242585,
        AUTHOR = "Kumar, V.B.G. and Patras, I. and Kotsia, I.",
        TITLE = "Max-Margin Semi-NMF",
        BOOKTITLE = BMVC11,
        YEAR = "2011",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237491"}

@inproceedings{bb242586,
        AUTHOR = "Gupta, M.D. and Xiao, J.",
        TITLE = "Non-negative matrix factorization as a feature selection tool for
maximum margin classifiers",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "2841-2848",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237492"}

@inproceedings{bb242587,
        AUTHOR = "Kirbiz, S. and Cemgil, A.T. and Gunsel, B.",
        TITLE = "Bayesian Inference for Nonnegative Matrix Factor Deconvolution Models",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "2812-2815",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237493"}

@inproceedings{bb242588,
        AUTHOR = "Jammalamadaka, A. and Joshi, S. and Karthikeyan, S. and Manjunath, B.S.",
        TITLE = "Discriminative Basis Selection Using Non-negative Matrix Factorization",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "1533-1536",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237494"}

@inproceedings{bb242589,
        AUTHOR = "Karthikeyan, S. and Joshi, S. and Manjunath, B.S. and Grafton, S.",
        TITLE = "Intra-class multi-output regression based subspace analysis",
        BOOKTITLE = ICIP12,
        YEAR = "2012",
        PAGES = "1173-1176",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237495"}

@inproceedings{bb242590,
        AUTHOR = "Vadivel, K.S. and Sargin, M.E. and Joshi, S. and Manjunath, B.S. and Grafton, S.",
        TITLE = "Generalized subspace based high dimensional density estimation",
        BOOKTITLE = ICIP11,
        YEAR = "2011",
        PAGES = "1849-1852",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237496"}

@inproceedings{bb242591,
        AUTHOR = "Joshi, S. and Karthikeyan, S. and Manjunath, B.S. and Grafton, S. and Kiehl, K.A.",
        TITLE = "Anatomical parts-based regression using non-negative matrix
factorization",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "2863-2870",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237497"}

@inproceedings{bb242592,
        AUTHOR = "Gu, Q.Q. and Zhou, J.",
        TITLE = "Two Dimensional Nonnegative Matrix Factorization",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
        PAGES = "2069-2072",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237498"}

@inproceedings{bb242593,
        AUTHOR = "Gu, Q.Q. and Zhou, J.",
        TITLE = "Neighborhood Preserving Nonnegative Matrix Factorization",
        BOOKTITLE = BMVC09,
        YEAR = "2009",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237499"}

@inproceedings{bb242594,
        AUTHOR = "Gu, Q.Q. and Zhou, J.",
        TITLE = "Multiple Kernel Maximum Margin Criterion",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
        PAGES = "2049-2052",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237500"}

@inproceedings{bb242595,
        AUTHOR = "Tang, J.Y. and Lewis, P.H.",
        TITLE = "Non-negative matrix factorisation for object class discovery and image
auto-annotation",
        BOOKTITLE = CIVR08,
        YEAR = "2008",
        PAGES = "105-112",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237501"}

@inproceedings{bb242596,
        AUTHOR = "Tang, J.Y. and Lewis, P.H.",
        TITLE = "Using multiple segmentations for image auto-annotation",
        BOOKTITLE = CIVR07,
        YEAR = "2007",
        PAGES = "581-586",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237502"}

@inproceedings{bb242597,
        AUTHOR = "Li, L. and Zhang, Y.J.",
        TITLE = "FastNMF: A fast monotonic fixed-point non-negative Matrix Factorization
algorithm with high ease of use",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237503"}

@inproceedings{bb242598,
        AUTHOR = "Rodrigues, J.J. and Aguiar, P.M.Q. and Xavier, J.M.F.",
        TITLE = "ANSIG: An analytic signature for permutation-invariant two-dimensional
shape representation",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237504"}

@inproceedings{bb242599,
        AUTHOR = "Aguiar, P.M.Q. and Xavier, J.M.F. and Stosic, M.",
        TITLE = "Spectrally optimal factorization of incomplete matrices",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT237505"}

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