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@inproceedings{bb137354,
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@inproceedings{bb137355,
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@inproceedings{bb137356,
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@inproceedings{bb137357,
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@inproceedings{bb137358,
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        BOOKTITLE = ICIP22,
        YEAR = "2022",
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@inproceedings{bb137359,
        AUTHOR = "Guo, Y.H. and Wang, X.D. and Chen, Y. and Yu, S.X.",
        TITLE = "Clipped Hyperbolic Classifiers Are Super-Hyperbolic Classifiers",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133327"}

@inproceedings{bb137360,
        AUTHOR = "Guo, Y.H. and Guo, H.R. and Yu, S.X.",
        TITLE = "CO-SNE: Dimensionality Reduction and Visualization for Hyperbolic
Data",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "11-20",
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@inproceedings{bb137361,
        AUTHOR = "Sarfraz, M.S. and Koulakis, M. and Seibold, C. and Stiefelhagen, R.",
        TITLE = "Hierarchical Nearest Neighbor Graph Embedding for Efficient
Dimensionality Reduction",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "336-345",
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@inproceedings{bb137362,
        AUTHOR = "Fan, X. and Yang, C.H. and Vemuri, B.C.",
        TITLE = "Nested Hyperbolic Spaces for Dimensionality Reduction and Hyperbolic
NN Design",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "356-365",
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@inproceedings{bb137363,
        AUTHOR = "Litany, O. and Morcos, A. and Sridhar, S. and Guibas, L.J. and Hoffman, J.",
        TITLE = "Representation Learning Through Latent Canonicalizations",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "645-654",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133331"}

@inproceedings{bb137364,
        AUTHOR = "Jordao, A. and Lie, M. and Cunha de Melo, V.H. and Schwartz, W.R.",
        TITLE = "Covariance-free Partial Least Squares: An Incremental Dimensionality
Reduction Method",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "1420-1428",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133332"}

@inproceedings{bb137365,
        AUTHOR = "Sheikhi, G. and Altncay, H.",
        TITLE = "Supervised Feature Embedding for Classification by Learning
Rank-based Neighborhoods",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9340-9347",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133333"}

@inproceedings{bb137366,
        AUTHOR = "Becker, M. and Lippel, J. and Zielke, T.",
        TITLE = "Dimensionality Reduction for Data Visualization and Linear
Classification, and the Trade-off between Robustness and
Classification Accuracy",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "6478-6485",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133334"}

@inproceedings{bb137367,
        AUTHOR = "Jiang, B. and Shen, M.",
        TITLE = "Dimensionality Reduction Via Diffusion Map Improved With Supervised
Linear Projection",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "1796-1800",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133335"}

@inproceedings{bb137368,
        AUTHOR = "Allaoui, M. and Kherfi, M.L. and Cheriet, A.",
        TITLE = "Considerably Improving Clustering Algorithms Using Umap Dimensionality
Reduction Technique: A Comparative Study",
        BOOKTITLE = ICISP20,
        YEAR = "2020",
        PAGES = "317-325",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133336"}

@inproceedings{bb137369,
        AUTHOR = "Kachan, O.",
        TITLE = "Persistent Homology-based Projection Pursuit",
        BOOKTITLE = Diff-CVML20,
        YEAR = "2020",
        PAGES = "3744-3751",
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@inproceedings{bb137370,
        AUTHOR = "Gong, S. and Boddeti, V.N. and Jain, A.K.",
        TITLE = "On the Intrinsic Dimensionality of Image Representations",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "3982-3991",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133338"}

@inproceedings{bb137371,
        AUTHOR = "Zhang, Y.S. and Xing, J.R. and Zhang, M.M.",
        TITLE = "Mixture Probabilistic Principal Geodesic Analysis",
        BOOKTITLE = MFCA19,
        YEAR = "2019",
        PAGES = "196-208",
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@inproceedings{bb137372,
        AUTHOR = "Zhang, J. and Wang, J.",
        TITLE = "Linear Discriminative Sparsity Preserving Projections for
Dimensionality Reduction",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "159-164",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133340"}

@inproceedings{bb137373,
        AUTHOR = "Luo, X. and Durrant, R.J.",
        TITLE = "Maximum Gradient Dimensionality Reduction",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
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@inproceedings{bb137374,
        AUTHOR = "Chen, S. and Lee, Y. and Wang, J.",
        TITLE = "Locality Preserving Discriminative Complex-Valued Latent Variable
Model",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1169-1174",
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@inproceedings{bb137375,
        AUTHOR = "Liu, X.F. and Li, Z.F. and Kong, L.S. and Diao, Z.H. and Yan, J.L. and Zou, Y. and Yang, C. and Jia, P. and You, J.",
        TITLE = "A joint optimization framework of low-dimensional projection and
collaborative representation for discriminative classification",
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        YEAR = "2018",
        PAGES = "1493-1498",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133343"}

@inproceedings{bb137376,
        AUTHOR = "Zhang, H. and Gabbouj, M.",
        TITLE = "Feature Dimensionality Reduction with Graph Embedding and Generalized
Hamming Distance",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "1083-1087",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133344"}

@inproceedings{bb137377,
        AUTHOR = "Li, Y.",
        TITLE = "Locally preserving projection on symmetric positive definite matrix
lie group",
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        YEAR = "2017",
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@inproceedings{bb137378,
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        TITLE = "Compact image representation by binary component analysis",
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@inproceedings{bb137379,
        AUTHOR = "Kloss, R.B. and Jordao, A. and Schwartz, W.R.",
        TITLE = "Boosted Projection: An Ensemble of Transformation Models",
        BOOKTITLE = CIARP17,
        YEAR = "2017",
        PAGES = "331-338",
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@inproceedings{bb137380,
        AUTHOR = "Griparis, A. and Faur, D. and Datcu, M.",
        TITLE = "Evaluation of Dimensionality Reduction Methods for Remote Sensing
Images Using Classification and 3D Visualization",
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        YEAR = "2017",
        PAGES = "203-211",
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@inproceedings{bb137381,
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        TITLE = "Kernel Entropy Discriminant Analysis for Dimension Reduction",
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        YEAR = "2017",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133349"}

@inproceedings{bb137382,
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        TITLE = "Nonlinear dimensionality reduction by curvature minimization",
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@inproceedings{bb137383,
        AUTHOR = "Chung, A.G. and Shafiee, M.J. and Wong, A.",
        TITLE = "Random feature maps via a Layered Random Projection (LARP) framework
for object classification",
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        YEAR = "2016",
        PAGES = "246-250",
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@inproceedings{bb137384,
        AUTHOR = "Rui, L. and Nejati, H. and Cheung, N.M.",
        TITLE = "Dimensionality reduction of brain imaging data using graph signal
processing",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1329-1333",
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@inproceedings{bb137385,
        AUTHOR = "Huang, S. and Tran, T.D.",
        TITLE = "Dimensionality reduction for image classification via mutual
information maximization",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "509-513",
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@inproceedings{bb137386,
        AUTHOR = "Kirishanthy, T. and Ramanan, A.",
        TITLE = "Creating Compact and Discriminative Visual Vocabularies Using Visual
Bits",
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        YEAR = "2015",
        PAGES = "1-6",
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@inproceedings{bb137387,
        AUTHOR = "Fang, X.Z. and Xu, Y. and Zhang, Z. and Lai, Z.H. and Shen, L.L.",
        TITLE = "Orthogonal self-guided similarity preserving projections",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
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@inproceedings{bb137388,
        AUTHOR = "Zhang, L. and Peng, P.P. and Xiang, X.Z. and Zhen, X.T.",
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        YEAR = "2015",
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@inproceedings{bb137389,
        AUTHOR = "Czolombitko, M. and Stepaniuk, J.",
        TITLE = "Generating Core Based on Discernibility Measure and MapReduce",
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        YEAR = "2015",
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@inproceedings{bb137390,
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        TITLE = "Scalability of Data Decomposition Based Algorithms:
Attribute Reduction Problem",
        BOOKTITLE = PReMI15,
        YEAR = "2015",
        PAGES = "387-396",
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@inproceedings{bb137391,
        AUTHOR = "Duntsch, I. and Gediga, G.",
        TITLE = "Simplifying Contextual Structures",
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        YEAR = "2015",
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@inproceedings{bb137392,
        AUTHOR = "Campadelli, P. and Casiraghi, E. and Ceruti, C.",
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        BOOKTITLE = CIAP15,
        YEAR = "2015",
        PAGES = "I:183-191",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133360"}

@inproceedings{bb137393,
        AUTHOR = "Banerjee, M. and Islam, S.M.",
        TITLE = "Tackling Curse of Dimensionality for Efficient Content Based Image
Retrieval",
        BOOKTITLE = PReMI15,
        YEAR = "2015",
        PAGES = "149-158",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133361"}

@inproceedings{bb137394,
        AUTHOR = "Wang, S. and Wang, C.",
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image based on global mixture coordination factor analysis",
        BOOKTITLE = IWIDF15,
        YEAR = "2015",
        PAGES = "159-167",
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@inproceedings{bb137395,
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        BOOKTITLE = ICIP14,
        YEAR = "2014",
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@inproceedings{bb137396,
        AUTHOR = "Zhao, Z. and Feng, G.",
        TITLE = "A Dictionary-Based Algorithm for Dimensionality Reduction and Data
Reconstruction",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "1556-1561",
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@inproceedings{bb137397,
        AUTHOR = "Nie, S.Q. and Ji, Q.A.",
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        BOOKTITLE = ICPR14,
        YEAR = "2014",
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@inproceedings{bb137398,
        AUTHOR = "Huang, P.H. and Huang, Y. and Wang, W. and Wang, L.",
        TITLE = "Deep Embedding Network for Clustering",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
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@inproceedings{bb137399,
        AUTHOR = "Huang, S. and Elgammal, A.M. and Huangfu, L. and Yang, D. and Zhang, X.H.",
        TITLE = "Globality-Locality Preserving Projections for Biometric Data
Dimensionality Reduction",
        BOOKTITLE = Biometrics14,
        YEAR = "2014",
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