Sparse Subspace Clustering: Algorithm, Theory, and Applications

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Sparse Subspace Clustering: Algorithm, Theory, and Applications

5 March 2012

Ehsan Elhamifar

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

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Title
Segment Any Motion in Videos Nan Huang Wenzhao Zheng Chenfeng Xu Kurt Keutzer Shanghang Zhang Angjoo Kanazawa Qianqian Wang VOS 100 1 0 28 Mar 2025
Understanding Representation Dynamics of Diffusion Models via Low-Dimensional Modeling Xiao Li Zekai Zhang Xiang Li Siyi Chen Zhihui Zhu Peng Wang Qing Qu DiffM 186 1 0 09 Feb 2025
Mask-informed Deep Contrastive Incomplete Multi-view Clustering Zhenglai Li Yuqi Shi Xiao He Chang-Fu Tang 141 0 0 04 Feb 2025
Federated Deep Subspace Clustering Yupei Zhang Ruojia Feng Yifei Wang Xuequn Shang FedML 172 0 0 17 Jan 2025
Towards Robust Nonlinear Subspace Clustering: A Kernel Learning Approach Kunpeng Xu Lifei Chen Shengrui Wang 99 1 0 10 Jan 2025
Similarity of Neural Network Models: A Survey of Functional and Representational Measures Max Klabunde Tobias Schumacher M. Strohmaier Florian Lemmerich 178 75 0 10 May 2023
Understanding People Flow in Transportation Hubs João Carvalho Manuel Marques João Paulo Costeira 57 8 0 28 Apr 2017
Generalized Principal Component Analysis (GPCA) René Vidal Yi-An Ma S. Shankar Sastry 115 1,161 0 17 Feb 2012
A geometric analysis of subspace clustering with outliers Mahdi Soltanolkotabi Emmanuel J. Candés 138 416 0 19 Dec 2011
Block-Sparse Recovery via Convex Optimization Ehsan Elhamifar René Vidal CVBM 123 158 0 04 Apr 2011
Hybrid Linear Modeling via Local Best-fit Flats Teng Zhang Arthur Szlam Yi Wang Gilad Lerman 142 204 0 17 Oct 2010
Robust Recovery of Subspace Structures by Low-Rank Representation Guangcan Liu Zhouchen Lin Shuicheng Yan Ju Sun Yong Yu Yi-An Ma 149 3,229 0 14 Oct 2010
Median K-flats for hybrid linear modeling with many outliers Teng Zhang Arthur Szlam Gilad Lerman 105 173 0 16 Sep 2009
Structured Variable Selection with Sparsity-Inducing Norms Rodolphe Jenatton Jean-Yves Audibert Francis R. Bach 229 607 0 22 Apr 2009
A Tutorial on Spectral Clustering U. V. Luxburg 292 10,556 0 01 Nov 2007
Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization Benjamin Recht Maryam Fazel P. Parrilo 424 3,772 0 28 Jun 2007