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subspace clustering

122 papers

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Also known as

UOS SC SSC

Co-occurring keywords

spectral clustering (304) multi-view clustering (199) representation learning (6174) dimensionality reduction (720) affinity matrix (38) sparse representation (297) low-rank representation (71) matrix factorization (529) matrix completion (356) motion segmentation (79)

Papers

Neural Collaborative Subspace Clustering ICML 2019
Orderly Subspace Clustering AAAI 2019
Subspace Structure-Aware Spectral Clustering for Robust Subspace Clustering ICCV 2019
Self-Supervised Deep Multi-View Subspace Clustering ACML 2019
Robust Subspace Clustering With Independent and Piecewise Identically Distributed Noise Modeling CVPR 2019
Flexible Multi-View Representation Learning for Subspace Clustering IJCAI 2019
SoS-RSC: A Sum-of-Squares Polynomial Approach to Robustifying Subspace Clustering Algorithms CVPR 2018
Co-regularized Multi-view Subspace Clustering ACML 2018
The Search Problem in Mixture Models JMLR 2018
Deep Adversarial Subspace Clustering CVPR 2018
Dimensionality Reduced $\ell^{0}$-Sparse Subspace Clustering AISTATS 2018
Robust Auto-Weighted Multi-View Clustering IJCAI 2018
Cascaded Low Rank and Sparse Representation on Grassmann Manifolds IJCAI 2018
Leveraging Union of Subspace Structure to Improve Constrained Clustering ICML 2017
Compact Matrix Factorization With Dependent Subspaces CVPR 2017
Effective Semisupervised Learning on Manifolds COLT 2017
Deep Subspace Clustering Networks NIPS 2017
Probabilistic Temporal Subspace Clustering CVPR 2017
Large-scale Subspace Clustering by Fast Regression Coding IJCAI 2017
Hyperplane Clustering via Dual Principal Component Pursuit ICML 2017
Latent Multi-View Subspace Clustering CVPR 2017
Subspace Clustering via Tangent Cones NIPS 2017
Subspace Clustering via Variance Regularized Ridge Regression CVPR 2017
Projective Low-rank Subspace Clustering via Learning Deep Encoder IJCAI 2017
Innovation Pursuit: A New Approach to the Subspace Clustering Problem ICML 2017