Sparse Subspace Clustering: Algorithm, Theory, and Applications

5 March 2012

Papers citing "Sparse Subspace Clustering: Algorithm, Theory, and Applications"

50 / 468 papers shown

Title
$Learning with $\ell^{0}$-Graph: $\ell^{0}$-Induced Sparse Subspace Clustering$ Learning with $\ell^{0}$ -Graph: $\ell^{0}$ -Induced Sparse Subspace Clustering Yingzhen Yang Jiashi Feng Jianchao Yang Thomas S. Huang 8 0 0 28 Oct 2015
Fast Landmark Subspace Clustering Xu Wang Gilad Lerman 17 1 0 28 Oct 2015
Filtrated Spectral Algebraic Subspace Clustering M. Tsakiris René Vidal 16 12 0 15 Oct 2015
Dual Principal Component Pursuit M. Tsakiris René Vidal 26 96 0 15 Oct 2015
Large-scale subspace clustering using sketching and validation Panagiotis A. Traganitis Konstantinos Slavakis G. Giannakis 14 3 0 06 Oct 2015
Zero-Shot Learning via Semantic Similarity Embedding Ziming Zhang Venkatesh Saligrama 11 615 0 15 Sep 2015
Shape Interaction Matrix Revisited and Robustified: Efficient Subspace Clustering with Corrupted and Incomplete Data Pan Ji Mathieu Salzmann Hongdong Li 13 74 0 09 Sep 2015
Unsupervised Cross-Domain Recognition by Identifying Compact Joint Subspaces Yuewei Lin Jintai Chen Yu Cao Youjie Zhou Lingfeng Zhang Yuan Yan Tang Song Wang 9 2 0 05 Sep 2015
Low Rank Representation on Riemannian Manifold of Square Root Densities Yifan Fu Junbin Gao X. Hong D. Tien 6 3 0 18 Aug 2015
Action Recognition based on Subdivision-Fusion Model Hao Zong-bo Lu Linlin Zhang Qian-ni Wu Jie Izquierdo Ebroul Yang Juanyu Zhao Jun 4 0 0 18 Aug 2015
Mismatch in the Classification of Linear Subspaces: Sufficient Conditions for Reliable Classification Jure Sokolić F. Renna Robert Calderbank M. Rodrigues 21 4 0 07 Aug 2015
Fast Robust PCA on Graphs N. Shahid Nathanael Perraudin Vassilis Kalofolias Gilles Puy P. Vandergheynst 21 109 0 29 Jul 2015
Dimensionality-reduced subspace clustering Reinhard Heckel Michael Tschannen Helmut Bölcskei 29 32 0 25 Jul 2015
Subspace-Sparse Representation Chong You René Vidal 29 6 0 06 Jul 2015
Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit Chong You Daniel P. Robinson René Vidal 29 345 0 05 Jul 2015
LogDet Rank Minimization with Application to Subspace Clustering Zhao Kang Chong Peng Jie Cheng Q. Cheng 22 46 0 03 Jul 2015
Spectral Collaborative Representation based Classification for Hand Gestures recognition on Electromyography Signals Ali Boyali 18 54 0 26 Jun 2015
Filtrated Algebraic Subspace Clustering M. Tsakiris René Vidal 24 25 0 20 Jun 2015
Paradigm Shift in Continuous Signal Pattern Classification: Mobile Ride Assistance System for two-wheeled Mobility Robots Ali Boyali N. Hashimoto O. Matsumoto 29 1 0 16 Jun 2015
Randomized Robust Subspace Recovery for High Dimensional Data Matrices M. Rahmani George Atia 30 57 0 21 May 2015
Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy? Raja Giryes Guillermo Sapiro A. Bronstein 43 187 0 30 Apr 2015
Low Rank Representation on Grassmann Manifolds: An Extrinsic Perspective Boyue Wang Yongli Hu Junbin Gao Yanfeng Sun Baocai Yin 31 58 0 08 Apr 2015
Kernelized Low Rank Representation on Grassmann Manifolds Boyue Wang Yongli Hu Junbin Gao Yanfeng Sun Baocai Yin 28 8 0 08 Apr 2015
Graph Connectivity in Noisy Sparse Subspace Clustering Yining Wang Yu-Xiang Wang Aarti Singh 40 9 0 04 Apr 2015
RankMap: A Platform-Aware Framework for Distributed Learning from Dense Datasets Azalia Mirhoseini Eva L. Dyer Ebrahim M. Songhori Richard G. Baraniuk F. Koushanfar 14 1 0 27 Mar 2015
Community Detection and Classification in Hierarchical Stochastic Blockmodels V. Lyzinski M. Tang A. Athreya Youngser Park Carey E. Priebe 42 148 0 07 Mar 2015
Connections Between Nuclear Norm and Frobenius Norm Based Representations Xi Peng Canyi Lu Zhang Yi Huajin Tang 30 160 0 26 Feb 2015
Sparse Representation Classification Beyond L1 Minimization and the Subspace Assumption Cencheng Shen Li-Wei Chen Yuexiao Dong Carey E. Priebe BDL 35 9 0 04 Feb 2015
Correlation Adaptive Subspace Segmentation by Trace Lasso Canyi Lu Jiashi Feng Zhouchen Lin Shuicheng Yan 22 201 0 18 Jan 2015
$Approximate Subspace-Sparse Recovery with Corrupted Data via Constrained $\ell_1$-Minimization$ Approximate Subspace-Sparse Recovery with Corrupted Data via Constrained $\ell_1$ -Minimization Ehsan Elhamifar Mahdi Soltanolkotabi S. Shankar Sastry 40 3 0 23 Dec 2014
Clustering multi-way data: a novel algebraic approach Eric Kernfeld Shuchin Aeron M. Kilmer 23 35 0 22 Dec 2014
Learning the nonlinear geometry of high-dimensional data: Models and algorithms Tong Wu W. Bajwa 24 19 0 21 Dec 2014
Representing Data by a Mixture of Activated Simplices Chunyu Wang John Flynn Yizhou Wang Alan Yuille 22 2 0 12 Dec 2014
Cross-Modal Learning via Pairwise Constraints Ran He Man Zhang Liang Wang Ye Ji Qiyue Yin 16 60 0 28 Nov 2014
Automatic Subspace Learning via Principal Coefficients Embedding Xi Peng Jiwen Lu Zhang Yi Rui Yan 23 85 0 17 Nov 2014
Greedy Subspace Clustering Dohyung Park C. Caramanis Sujay Sanghavi 24 99 0 31 Oct 2014
Symmetric low-rank representation for subspace clustering Jie Chen Haixian Zhang Hua Mao Yongsheng Sang Zhang Yi 18 28 0 31 Oct 2014
Hierarchical Sparse and Collaborative Low-Rank Representation for Emotion Recognition Xiang Xiang Minh Dao Gregory Hager T. Tran CVBM 32 7 0 07 Oct 2014
Riemannian Multi-Manifold Modeling Xu Wang Konstantinos Slavakis Gilad Lerman 32 19 0 01 Oct 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 98 43,416 0 17 Sep 2014
Structured Dictionary Learning for Classification Yuanming Suo Minh Dao U. Srinivas V. Monga T. Tran 36 29 0 08 Jun 2014
Better Feature Tracking Through Subspace Constraints Bryan Poling Gilad Lerman Arthur Szlam 34 13 0 09 May 2014
A Bi-clustering Framework for Consensus Problems Mariano Tepper Guillermo Sapiro 35 15 0 30 Apr 2014
Subspace clustering of dimensionality-reduced data Reinhard Heckel Michael Tschannen Helmut Bölcskei 27 22 0 27 Apr 2014
Robust Subspace Recovery via Bi-Sparsity Pursuit Xiao Bian Hamid Krim 33 6 0 31 Mar 2014
Spectral Sparse Representation for Clustering: Evolved from PCA, K-means, Laplacian Eigenmap, and Ratio Cut Zhenfang Hu Gang Pan Yueming Wang Zhaohui Wu 25 3 0 25 Mar 2014
Neighborhood Selection for Thresholding-based Subspace Clustering Reinhard Heckel E. Agustsson Helmut Bölcskei 38 10 0 13 Mar 2014
Subspace clustering using a symmetric low-rank representation Jie Chen Hua Mao Yongsheng Sang Zhang Yi 24 40 0 07 Mar 2014
Extrinsic Methods for Coding and Dictionary Learning on Grassmann Manifolds Mehrtash Harandi Richard I. Hartley Chunhua Shen Brian C. Lovell Conrad Sanderson 24 93 0 31 Jan 2014
Learning Transformations for Classification Forests Qiang Qiu Guillermo Sapiro 31 13 0 19 Dec 2013