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subspace learning

96 papers

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Co-occurring keywords

dimensionality reduction (720) outlier detection (318) multi-view learning (391) manifold learning (402) multi-view clustering (199) sparse representation (297) robust principal component analysis (62) low-rank representation (71) principal component analysis (316) spectral clustering (304)

Papers

Flexible Orthogonal Neighborhood Preserving Embedding IJCAI 2017
Low-Rank-Sparse Subspace Representation for Robust Regression CVPR 2017
Robust Joint and Individual Variance Explained CVPR 2017
Tensor Biclustering NIPS 2017
Provable Self-Representation Based Outlier Detection in a Union of Subspaces CVPR 2017
Pairwise Linear Regression Classification for Image Set Retrieval CVPR 2016
Subspace Learning with Partial Information JMLR 2016
Online Learning with Low Rank Experts COLT 2016
A Subspace Learning Approach for High Dimensional Matrix Decomposition with Efficient Column/Row Sampling ICML 2016
Discriminatively Embedded K-Means for Multi-View Clustering CVPR 2016
Discriminative Low-Rank Tracking ICCV 2015
Elastic-Net Regularization of Singular Values for Robust Subspace Learning CVPR 2015
Semi-Supervised Domain Adaptation With Subspace Learning for Visual Recognition CVPR 2015
Person Re-Identification by Local Maximal Occurrence Representation and Metric Learning CVPR 2015
Projection Metric Learning on Grassmann Manifold With Application to Video Based Face Recognition CVPR 2015
Jointly Learning Heterogeneous Features for RGB-D Activity Recognition CVPR 2015
SOLD: Sub-Optimal Low-rank Decomposition for Efficient Video Segmentation CVPR 2015
Learning Query and Image Similarities With Ranking Canonical Correlation Analysis ICCV 2015
A Supervised Low-Rank Method for Learning Invariant Subspaces ICCV 2015
Low-Rank Matrix Factorization Under General Mixture Noise Distributions ICCV 2015
Local Subspace Collaborative Tracking ICCV 2015
Robust Stochastic Principal Component Analysis AISTATS 2014
Linear Ranking Analysis CVPR 2014
Grassmann Averages for Scalable Robust PCA CVPR 2014
Dimensionality Reduction with Subspace Structure Preservation NIPS 2014