Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit

5 July 2015

Papers citing "Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit"

38 / 38 papers shown

Title
Masked Subspace Clustering Methods Jiebo Song Huaming Ling 25 0 0 11 May 2025
Robust Data Clustering with Outliers via Transformed Tensor Low-Rank Representation Tong Wu 34 0 0 18 Jul 2023
Deep Double Self-Expressive Subspace Clustering Ling Zhao Yunpeng Ma Shanxiong Chen Jun Zhou SSL 26 4 0 20 Jun 2023
Unsupervised Manifold Linearizing and Clustering Tianjiao Ding Shengbang Tong Kwan Ho Ryan Chan Xili Dai Yi Ma B. Haeffele 35 11 0 04 Jan 2023
Simple and Scalable Algorithms for Cluster-Aware Precision Medicine Amanda M. Buch C. Liston L. Grosenick 27 0 0 29 Nov 2022
Local and Global Structure Preservation Based Spectral Clustering Kajal Eybpoosh M. Rezghi A. Heydari 40 0 0 23 Oct 2022
Fusion Subspace Clustering for Incomplete Data Usman Mahmood Daniel L. Pimentel-Alarcón 29 0 0 22 May 2022
Sparse Subspace Clustering for Concept Discovery (SSCCD) Johanna Vielhaben Stefan Blücher Nils Strodthoff 27 6 0 11 Mar 2022
Subspace Change-Point Detection via Low-Rank Matrix Factorisation Euan T. McGonigle Hankui Peng 43 1 0 08 Oct 2021
Adaptive Attribute and Structure Subspace Clustering Network Zhihao Peng Hui Liu Yuheng Jia Junhui Hou 33 28 0 28 Sep 2021
Towards Clustering-friendly Representations: Subspace Clustering via Graph Filtering Zhengrui Ma Zhao Kang Guangchun Luo Ling Tian 33 50 0 18 Jun 2021
Weighted Sparse Subspace Representation: A Unified Framework for Subspace Clustering, Constrained Clustering, and Active Learning Hankui Peng N. Pavlidis 27 0 0 08 Jun 2021
Pseudo-supervised Deep Subspace Clustering Juncheng Lv Zhao Kang Xiao Lu Zenglin Xu 40 111 0 08 Apr 2021
Structured Graph Learning for Scalable Subspace Clustering: From Single-view to Multi-view Zhao Kang Zhiping Lin Xiaofeng Zhu Wenbo Xu 76 228 0 16 Feb 2021
Large-Scale Subspace Clustering via k-Factorization Jicong Fan 20 32 0 08 Dec 2020
Doubly Stochastic Subspace Clustering Derek Lim René Vidal B. Haeffele 15 17 0 30 Nov 2020
Overcomplete Deep Subspace Clustering Networks Jeya Maria Jose Valanarasu Vishal M. Patel 23 15 0 16 Nov 2020
Relation-Guided Representation Learning Zhao Kang Xiao Lu Jian Liang Kun Bai Zenglin Xu BDL OOD AI4TS 32 48 0 11 Jul 2020
Adversarial Deep Embedded Clustering: on a better trade-off between Feature Randomness and Feature Drift Nairouz Mrabah Mohamed Bouguessa Riadh Ksantini OOD 24 53 0 26 Sep 2019
Subspace clustering without knowing the number of clusters: A parameter free approach V. Menon Gokularam M Sheetal Kalyani 20 14 0 10 Sep 2019
Differentiable Linearized ADMM Xingyu Xie Jianlong Wu Zhisheng Zhong Guangcan Liu Zhouchen Lin 19 62 0 15 May 2019
Deep Discriminative Clustering Analysis Jianlong Chang Yiwen Guo Lingfeng Wang Gaofeng Meng Shiming Xiang Chunhong Pan 38 49 0 05 May 2019
Self-Supervised Convolutional Subspace Clustering Network Junjian Zhang Chun-Guang Li Chong You Xianbiao Qi Honggang Zhang Jun Guo Zhouchen Lin SSL 27 145 0 01 May 2019
Neural Collaborative Subspace Clustering Tong Zhang Pan Ji Mehrtash Harandi Wen-bing Huang Hongdong Li 19 72 0 24 Apr 2019
A Novel Efficient Approach with Data-Adaptive Capability for OMP-based Sparse Subspace Clustering Jiaqiyu Zhan Zhiqiang Bai Yuesheng Zhu 16 2 0 05 Mar 2019
Deep Clustering with a Dynamic Autoencoder: From Reconstruction towards Centroids Construction Nairouz Mrabah N. Khan Riadh Ksantini Z. Lachiri 23 63 0 23 Jan 2019
Scalable Deep $k$ -Subspace Clustering Tong Zhang Pan Ji Mehrtash Harandi Richard I. Hartley Ian Reid 16 34 0 02 Nov 2018
Accurate and Scalable Image Clustering Based On Sparse Representation of Camera Fingerprint Quoc-Tin Phan G. Boato F. D. De Natale 30 18 0 18 Oct 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
Constrained Sparse Subspace Clustering with Side-Information Chun-Guang Li Junjian Zhang Jun Guo 16 8 0 21 May 2018
Deep Multimodal Subspace Clustering Networks Mahdi Abavisani Vishal M. Patel 33 163 0 17 Apr 2018
Accelerated Sparse Subspace Clustering Abolfazl Hashemi H. Vikalo 26 6 0 31 Oct 2017
Deep Subspace Clustering Networks Pan Ji Tong Zhang Hongdong Li Mathieu Salzmann Ian Reid SSL 30 510 0 08 Sep 2017
Automatically Redundant Features Removal for Unsupervised Feature Selection via Sparse Feature Graph Shuchu Han Hao Huang Hong Qin 21 1 0 13 May 2017
Structured Sparse Subspace Clustering: A Joint Affinity Learning and Subspace Clustering Framework Chun-Guang Li Chong You René Vidal 38 201 0 17 Oct 2016
Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering Bo Yang Xiao Fu N. Sidiropoulos Mingyi Hong DRL 16 866 0 15 Oct 2016
Leveraging Union of Subspace Structure to Improve Constrained Clustering J. Lipor Laura Balzano 26 17 0 06 Aug 2016
Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering Chong You Chun-Guang Li Daniel P. Robinson René Vidal 24 241 0 09 May 2016