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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

Temporal Subspace Clustering for Human Motion Segmentation ICCV 2015
DP-space: Bayesian Nonparametric Subspace Clustering with Small-variance Asymptotics ICML 2015
External Patch Prior Guided Internal Clustering for Image Denoising ICCV 2015
Greedy Subspace Clustering NIPS 2014
Robust Subspace Segmentation with Block-diagonal Prior CVPR 2014
Smooth Representation Clustering CVPR 2014
Subspace Clustering for Sequential Data CVPR 2014
Tight convex relaxations for sparse matrix factorization NIPS 2014
Perspective Motion Segmentation via Collaborative Clustering ICCV 2013
Greedy Feature Selection for Subspace Clustering JMLR 2013
Robust Subspace Clustering via Half-Quadratic Minimization ICCV 2013
Efficient Higher-Order Clustering on the Grassmann Manifold ICCV 2013
Noisy Sparse Subspace Clustering ICML 2013
Correntropy Induced L2 Graph for Robust Subspace Clustering ICCV 2013
Global Solver and Its Efficient Approximation for Variational Bayesian Low-rank Subspace Clustering NIPS 2013
Provable Subspace Clustering: When LRR meets SSC NIPS 2013
Discriminative Subspace Clustering CVPR 2013
High-Rank Matrix Completion AISTATS 2012
Probabilistic Low-Rank Subspace Clustering NIPS 2012
Learning Manifolds with K-Means and K-Flats NIPS 2012
Linearized Alternating Direction Method with Adaptive Penalty for Low-Rank Representation NIPS 2011
The Ordered Residual Kernel for Robust Motion Subspace Clustering NIPS 2009