Sparse Subspace Clustering: Algorithm, Theory, and Applications

5 March 2012

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

50 / 468 papers shown

Title
Simultaneous Subspace Clustering and Cluster Number Estimating based on Triplet Relationship Jie Liang Jufeng Yang Ming-Ming Cheng Paul L. Rosin Liang Wang 6 16 0 23 Jan 2019
Comments on "Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy?" Talha Cihad Gulcu Alper Gungor 25 2 0 08 Jan 2019
Cluster validity index based on Jeffrey divergence Ahmed Ben Said Rachid Hadjidj S. Foufou 14 19 0 20 Dec 2018
Robust Graph Learning from Noisy Data Zhao Kang Haiqi Pan Guosheng Lin Zenglin Xu OOD NoLa 24 256 0 17 Dec 2018
$$\ell_0$-Motivated Low-Rank Sparse Subspace Clustering$ $\ell_0$ -Motivated Low-Rank Sparse Subspace Clustering Maria Brbic I. Kopriva 20 47 0 17 Dec 2018
Subspace Clustering through Sub-Clusters Weiwei Li Jan Hannig S. Mukherjee 11 5 0 15 Nov 2018
Scalable Bottom-up Subspace Clustering using FP-Trees for High Dimensional Data M. Doan Ashkan Rezaei Sutharshan Rajasegarar C. Leckie 14 2 0 07 Nov 2018
Accurate and Scalable Image Clustering Based On Sparse Representation of Camera Fingerprint Quoc-Tin Phan G. Boato F. D. De Natale 28 18 0 18 Oct 2018
A Disease Diagnosis and Treatment Recommendation System Based on Big Data Mining and Cloud Computing Jianguo Chen KenLi Li Huigui Rong Kashif Bilal Nan Yang Keqin Li 17 152 0 17 Oct 2018
Learning by Unsupervised Nonlinear Diffusion Mauro Maggioni James M. Murphy DiffM 32 40 0 15 Oct 2018
Bilinear Factor Matrix Norm Minimization for Robust PCA: Algorithms and Applications Fanhua Shang James Cheng Yuanyuan Liu Zhi-Quan Luo Zhouchen Lin 17 148 0 11 Oct 2018
Trace Quotient with Sparsity Priors for Learning Low Dimensional Image Representations Xian Wei Hao Shen M. Kleinsteuber 13 17 0 08 Oct 2018
Probabilistic Sparse Subspace Clustering Using Delayed Association Maryam Jaberi Marianna Pensky H. Foroosh 18 2 0 28 Aug 2018
Identifiability of Complete Dictionary Learning Jérémy E. Cohen Nicolas Gillis 12 7 0 27 Aug 2018
XAI Beyond Classification: Interpretable Neural Clustering Xi Peng Yunfan Li Ivor W. Tsang Erik Cambria Jiancheng Lv Qiufeng Wang 18 74 0 22 Aug 2018
On Geometric Analysis of Affine Sparse Subspace Clustering Chun-Guang Li Chong You René Vidal 29 32 0 17 Aug 2018
Fusion Subspace Clustering: Full and Incomplete Data Daniel L. Pimentel-Alarcón Usman Mahmood 30 0 0 02 Aug 2018
Mixture Matrix Completion Daniel L. Pimentel-Alarcón 20 7 0 02 Aug 2018
Scaled Simplex Representation for Subspace Clustering Jun Xu Mengyang Yu Ling Shao Wangmeng Zuo Deyu Meng Lei Zhang David C. Zhang 12 1 0 26 Jul 2018
Analysis Dictionary Learning based Classification: Structure for Robustness Wen Tang Ashkan Panahi Hamid Krim Liyi Dai 34 30 0 13 Jul 2018
$Scalable Sparse Subspace Clustering via Ordered Weighted $\ell_1$ Regression$ Scalable Sparse Subspace Clustering via Ordered Weighted $\ell_1$ Regression Urvashi Oswal Robert D. Nowak 18 3 0 10 Jul 2018
Essential Tensor Learning for Multi-view Spectral Clustering Jianlong Wu Zhouchen Lin H. Zha 32 259 0 10 Jul 2018
Successive Convex Approximation Algorithms for Sparse Signal Estimation with Nonconvex Regularizations Yang Yang M. Pesavento Symeon Chatzinotas Björn E. Ottersten 11 27 0 28 Jun 2018
Cross-position Activity Recognition with Stratified Transfer Learning Yiqiang Chen Jindong Wang Meiyu Huang Han Yu 15 74 0 26 Jun 2018
Scalable and Robust Community Detection with Randomized Sketching M. Rahmani Andre Beckus Adel Karimian George Atia 19 10 0 25 May 2018
Subspace Clustering by Block Diagonal Representation Canyi Lu Jiashi Feng Zhouchen Lin Tao Mei Shuicheng Yan 18 358 0 23 May 2018
Hypergraph Spectral Clustering in the Weighted Stochastic Block Model Kwangjun Ahn Kangwook Lee Changho Suh 27 62 0 23 May 2018
Constrained Sparse Subspace Clustering with Side-Information Chun-Guang Li Junjian Zhang Jun Guo 8 8 0 21 May 2018
Enhanced Signal Recovery via Sparsity Inducing Image Priors Hojjat Seyed Mousavi 21 0 0 13 May 2018
Structured Analysis Dictionary Learning for Image Classification Wen Tang Ashkan Panahi Hamid Krim Liyi Dai 8 16 0 02 May 2018
Unsupervised Disentangled Representation Learning with Analogical Relations Ziyue Li Yongchuan Tang Yongxing He GAN 25 14 0 25 Apr 2018
Deep Multimodal Subspace Clustering Networks Mahdi Abavisani Vishal M. Patel 28 163 0 17 Apr 2018
Clustering via Boundary Erosion Cheng-Hao Deng Wanlei Zhao 11 1 0 12 Apr 2018
Dynamic Multivariate Functional Data Modeling via Sparse Subspace Learning Chen Zhang Hao Yan Seungho Lee Jianjun Shi 28 34 0 11 Apr 2018
Dimensionality's Blessing: Clustering Images by Underlying Distribution Wen-Yan Lin Siying Liu Jianhuang Lai Y. Matsushita 13 12 0 08 Apr 2018
Motion Segmentation by Exploiting Complementary Geometric Models Xun Xu L. Cheong Zhuwen Li 14 38 0 06 Apr 2018
Robust Subspace Clustering with Compressed Data Guangcan Liu Zhao Zhang Qingshan Liu H. Xiong 21 48 0 30 Mar 2018
Exploring Linear Relationship in Feature Map Subspace for ConvNets Compression Dong Wang Lei Zhou Xueni Zhang Xiao Bai Jun Zhou 18 47 0 15 Mar 2018
Fast Subspace Clustering Based on the Kronecker Product Lei Zhou Xiao Bai Xianglong Liu Jun Zhou Edwin R. Hancock 11 2 0 15 Mar 2018
An Overview of Robust Subspace Recovery Gilad Lerman Tyler Maunu 25 130 0 02 Mar 2018
Exactly Robust Kernel Principal Component Analysis Jicong Fan T. Chow 19 50 0 28 Feb 2018
Piecewise Flat Embedding for Image Segmentation Chaowei Fang Zicheng Liao Yizhou Yu 26 33 0 09 Feb 2018
Rigorous Restricted Isometry Property of Low-Dimensional Subspaces Gen Li Qinghua Liu Yuantao Gu 27 10 0 30 Jan 2018
Robust Multi-subspace Analysis Using Novel Column L0-norm Constrained Matrix Factorization Binghui Wang Chuang Lin 23 0 0 27 Jan 2018
A Benchmark and Evaluation of Non-Rigid Structure from Motion S. Jensen Mads Brix Doest H. Aanæs Alessio Del Bue 22 45 0 25 Jan 2018
Clustering with Outlier Removal Hongfu Liu Jun Yu Li Yue Wu Y. Fu 18 67 0 05 Jan 2018
Theoretical Analysis of Sparse Subspace Clustering with Missing Entries M. Tsakiris René Vidal 29 31 0 01 Jan 2018
Stratified Transfer Learning for Cross-domain Activity Recognition Jindong Wang Yiqiang Chen Lisha Hu Xiaohui Peng Philip S. Yu 16 226 0 25 Dec 2017
Deep Unsupervised Clustering Using Mixture of Autoencoders Dejiao Zhang Yifan Sun Brian Eriksson Laura Balzano DRL SSL 14 44 0 21 Dec 2017
A Survey on Multi-View Clustering Guoqing Chao Shiliang Sun J. Bi 24 223 0 18 Dec 2017