Sparse Subspace Clustering: Algorithm, Theory, and Applications

5 March 2012

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

50 / 468 papers shown

Title
Subspace-Guided Feature Reconstruction for Unsupervised Anomaly Localization Katsuya Hotta Chao Zhang Yoshihiro Hagihara T. Akashi 27 2 0 25 Sep 2023
Motion Segmentation from a Moving Monocular Camera Yuxiang Huang John S. Zelek VOS 31 5 0 24 Sep 2023
TCGF: A unified tensorized consensus graph framework for multi-view representation learning Xiangzhu Meng Wei Wei Qiang Liu Shu Wu Liang Wang 18 0 0 14 Sep 2023
Robust Data Clustering with Outliers via Transformed Tensor Low-Rank Representation Tong Wu 34 0 0 18 Jul 2023
Generalized Time Warping Invariant Dictionary Learning for Time Series Classification and Clustering Ruiyu Xu Chaoya Wang Yongxiang Li Jianguo Wu AI4TS 18 1 0 30 Jun 2023
Deep Double Self-Expressive Subspace Clustering Ling Zhao Yunpeng Ma Shanxiong Chen Jun Zhou SSL 24 4 0 20 Jun 2023
Image Clustering via the Principle of Rate Reduction in the Age of Pretrained Models Tianzhe Chu Shengbang Tong Tianjiao Ding Xili Dai B. Haeffele René Vidal Yi Ma SSL VLM 28 13 0 08 Jun 2023
Multi-view MERA Subspace Clustering Zhen Long Ce Zhu Jing Chen Zihan Li Ya-Zhou Ren Yipeng Liu 40 15 0 16 May 2023
Learning Structure Aware Deep Spectral Embedding Hira Yaseen Arif Mahmood 28 4 0 14 May 2023
One-step Bipartite Graph Cut: A Normalized Formulation and Its Application to Scalable Subspace Clustering Siwei Fang Dong Huang Changdong Wang Jian-Huang Lai 24 0 0 12 May 2023
Deep Multi-View Subspace Clustering with Anchor Graph Chenhang Cui Yazhou Ren Jingyu Pu X. Pu Lifang He 23 33 0 11 May 2023
Similarity of Neural Network Models: A Survey of Functional and Representational Measures Max Klabunde Tobias Schumacher M. Strohmaier Florian Lemmerich 58 66 0 10 May 2023
Adaptive Graph Convolutional Subspace Clustering Lai Wei Zhengwei Chen Jun Yin Changming Zhu Rigui Zhou Jin Liu 31 11 0 05 May 2023
High-dimensional multi-view clustering methods Alaeddine Zahir K. Jbilou A. Ratnani 26 0 0 14 Mar 2023
Provable Pathways: Learning Multiple Tasks over Multiple Paths Yingcong Li Samet Oymak MoE 29 4 0 08 Mar 2023
A parameter-free graph reduction for spectral clustering and SpectralNet Mashaan Alshammari J. Stavrakakis M. Takatsuka 36 7 0 25 Feb 2023
Multi-dimensional concept discovery (MCD): A unifying framework with completeness guarantees Johanna Vielhaben Stefan Blücher Nils Strodthoff 27 37 0 27 Jan 2023
Distribution Aligned Feature Clustering for Zero-Shot Sketch-Based Image Retrieval Yuchen Wu Kun Song Fangzheng Zhao Jiansheng Chen Huimin Ma VLM 21 2 0 17 Jan 2023
Unsupervised Manifold Linearizing and Clustering Tianjiao Ding Shengbang Tong Kwan Ho Ryan Chan Xili Dai Yi Ma B. Haeffele 30 11 0 04 Jan 2023
Towards the Identifiability in Noisy Label Learning: A Multinomial Mixture Approach Cuong C. Nguyen Thanh-Toan Do G. Carneiro NoLa 42 0 0 04 Jan 2023
Variable Clustering via Distributionally Robust Nodewise Regression Kaizheng Wang Xiao Xu X. Zhou OOD 31 2 0 15 Dec 2022
Subspace-Contrastive Multi-View Clustering Lele Fu Lei Zhang Jinghua Yang Sheng Huang Chuanfu Zhang Chuan Chen 28 6 0 13 Oct 2022
Sketched Multi-view Subspace Learning for Hyperspectral Anomalous Change Detection Shizhen Chang Michael K Kopp Pedram Ghamisi 40 8 0 09 Oct 2022
Deep Clustering: A Comprehensive Survey Yazhou Ren Jingyu Pu Zhimeng Yang Jie Xu Guofeng Li X. Pu Philip S. Yu Lifang He HAI 43 101 0 09 Oct 2022
Highly Scalable Task Grouping for Deep Multi-Task Learning in Prediction of Epigenetic Events Mohammad Shiri Jiangwen Sun 20 1 0 24 Sep 2022
Semi-Supervised Clustering via Dynamic Graph Structure Learning Huaming Ling Chenglong Bao Xin Liang Zuoqiang Shi 13 1 0 06 Sep 2022
Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm Alicia Y. Tsai Laurent El Ghaoui 11 1 0 19 Aug 2022
Image Quality Assessment: Integrating Model-Centric and Data-Centric Approaches Peibei Cao Dingquan Li Kede Ma 30 6 0 29 Jul 2022
Learning idempotent representation for subspace clustering Lai Wei Shiteng Liu Rigui Zhou Changming Zhu 18 4 0 29 Jul 2022
Towards Understanding The Semidefinite Relaxations of Truncated Least-Squares in Robust Rotation Search Liangzu Peng Mahyar Fazlyab René Vidal 34 2 0 18 Jul 2022
Gradual Domain Adaptation without Indexed Intermediate Domains Hong-You Chen Wei-Lun Chao CLL 57 40 0 11 Jul 2022
Verifying the Union of Manifolds Hypothesis for Image Data Bradley Brown Anthony L. Caterini Brendan Leigh Ross Jesse C. Cresswell G. Loaiza-Ganem 44 39 0 06 Jul 2022
$Noisy $\ell^{0}$-Sparse Subspace Clustering on Dimensionality Reduced Data$ Noisy $\ell^{0}$ -Sparse Subspace Clustering on Dimensionality Reduced Data Yingzhen Yang Ping Li 15 2 0 22 Jun 2022
Convergence and Recovery Guarantees of the K-Subspaces Method for Subspace Clustering Peng Wang Huikang Liu Anthony Man-Cho So Laura Balzano 29 9 0 11 Jun 2022
Self-Supervised Deep Subspace Clustering with Entropy-norm G. Zhao Simin Kou Xuesong Yin 25 1 0 10 Jun 2022
Unsupervised Deep Discriminant Analysis Based Clustering Jinyu Cai Wenzhong Guo Jicong Fan 31 5 0 09 Jun 2022
Sparse Mixed Linear Regression with Guarantees: Taming an Intractable Problem with Invex Relaxation Adarsh Barik Jean Honorio 16 6 0 02 Jun 2022
Enriched Robust Multi-View Kernel Subspace Clustering Mengyuan Zhang Kai-Chun Liu 34 2 0 21 May 2022
Semi-Supervised Subspace Clustering via Tensor Low-Rank Representation Yuheng Jia Guanxing Lu Hui Liu Junhui Hou 28 19 0 21 May 2022
Unsupervised Segmentation of Hyperspectral Remote Sensing Images with Superpixels Mirko Paolo Barbato Paolo Napoletano Flavio Piccoli Raimondo Schettini 21 20 0 26 Apr 2022
Compact Model Training by Low-Rank Projection with Energy Transfer K. Guo Zhenquan Lin Xiaofen Xing Fang Liu Xiangmin Xu 37 2 0 12 Apr 2022
Analysis of Sparse Subspace Clustering: Experiments and Random Projection M. F. Demirel Enrico Au-Yeung 18 1 0 01 Apr 2022
The Role of Interactivity in Structured Estimation Jayadev Acharya C. Canonne Ziteng Sun Himanshu Tyagi 24 10 0 14 Mar 2022
Sparse Subspace Clustering for Concept Discovery (SSCCD) Johanna Vielhaben Stefan Blücher Nils Strodthoff 23 6 0 11 Mar 2022
$Reverse Engineering $\ell_p$ attacks: A block-sparse optimization approach with recovery guarantees$ Reverse Engineering $\ell_p$ attacks: A block-sparse optimization approach with recovery guarantees D. Thaker Paris V. Giampouras René Vidal AAML 13 5 0 09 Mar 2022
Clustering and classification of low-dimensional data in explicit feature map domain: intraoperative pixel-wise diagnosis of adenocarcinoma of a colon in a liver Dario Sitnik I. Kopriva 14 1 0 07 Mar 2022
Matrix Completion via Non-Convex Relaxation and Adaptive Correlation Learning Xuelong Li Hongyuan Zhang Rui Zhang 24 23 0 04 Mar 2022
Using the left Gram matrix to cluster high dimensional data Shahina Rahman V. Johnson S. Subba Rao 16 1 0 16 Feb 2022
Consistency and Diversity induced Human Motion Segmentation Tao Zhou Huazhu Fu Chen Gong Ling Shao Fatih Porikli Haibin Ling Jianbing Shen 11 22 0 10 Feb 2022
SparGE: Sparse Coding-based Patient Similarity Learning via Low-rank Constraints and Graph Embedding Xian Wei See-Kiong Ng Tongtong Zhang Yingjie Liu 20 1 0 03 Feb 2022