Sparse Subspace Clustering: Algorithm, Theory, and Applications

5 March 2012

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

50 / 468 papers shown

Title
Sparse-Dense Subspace Clustering Shuai Yang Wenqi Zhu Yuesheng Zhu 11 1 0 20 Oct 2019
Dictionary Learning with Almost Sure Error Constraints Mohammed Rayyan Sheriff Debasish Chatterjee 18 3 0 19 Oct 2019
Optimization and Learning with Information Streams: Time-varying Algorithms and Applications E. Dall’Anese Andrea Simonetto Stephen Becker Liam Madden 25 69 0 17 Oct 2019
Residual Encoder-Decoder Network for Deep Subspace Clustering Shuai Yang Wenqi Zhu Yuesheng Zhu 14 13 0 12 Oct 2019
Sparse Popularity Adjusted Stochastic Block Model M. Noroozi Marianna Pensky R. Rimal 23 6 0 03 Oct 2019
Investigating Customization Strategies and Convergence Behaviors of Task-specific ADMM Risheng Liu Pan Mu Jin Zhang 22 6 0 24 Sep 2019
Global Optimal Path-Based Clustering Algorithm Qi-dong Liu Ruisheng Zhang 9 4 0 17 Sep 2019
Multiple Partitions Aligned Clustering Zhao Kang Zipeng Guo Shudong Huang Siying Wang Wenyu Chen Yuanzhang Su Zenglin Xu 11 56 0 13 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
Solving Interpretable Kernel Dimension Reduction Chieh-Tsai Wu Jared Miller Yale Chang Octavia Camps Jennifer Dy 9 7 0 06 Sep 2019
Deep Closed-Form Subspace Clustering Junghoon Seo Jamyoung Koo Taegyun Jeon 19 11 0 26 Aug 2019
3D Rigid Motion Segmentation with Mixed and Unknown Number of Models Xun Xu L. Cheong Zhuwen Li 19 33 0 16 Aug 2019
Large-Scale Sparse Subspace Clustering Using Landmarks Farhad Pourkamali-Anaraki 21 4 0 02 Aug 2019
Compressed Subspace Learning Based on Canonical Angle Preserving Property Yuchen Jiao Gen Li Yuantao Gu 17 2 0 14 Jul 2019
Motion Segmentation Using Locally Affine Atom Voting Erez Posner R. Hagege 9 0 0 13 Jul 2019
Minimal Sample Subspace Learning: Theory and Algorithms Zhenyue Zhang Yuqing Xia 15 2 0 13 Jul 2019
Hierarchical Optimal Transport for Multimodal Distribution Alignment John Lee M. Dabagia Eva L. Dyer Christopher Rozell OT 12 64 0 27 Jun 2019
Constrained Bilinear Factorization Multi-view Subspace Clustering Qinghai Zheng Jihua Zhu Zhiqiang Tian Zhongyu Li Shanmin Pang Xiuyi Jia 27 42 0 19 Jun 2019
Generative approach to unsupervised deep local learning Changlu Chen Chaoxi Niu Xiaonong Zhan Kun Zhan SSL 6 1 0 19 Jun 2019
Occluded Face Recognition Using Low-rank Regression with Generalized Gradient Direction Cho-Ying Wu Jian-Jiun Ding CVBM 32 50 0 06 Jun 2019
Sparse Representation Classification via Screening for Graphs Cencheng Shen Li-Wei Chen Yuexiao Dong Carey Priebe 15 0 0 04 Jun 2019
Unraveling the Veil of Subspace RIP Through Near-Isometry on Subspaces Xingyu Xu Gen Li Yuantao Gu 16 7 0 23 May 2019
Robust Motion Segmentation from Pairwise Matches F. Arrigoni Tomas Pajdla 3DV 14 11 0 22 May 2019
Clustering with Similarity Preserving Zhao Kang Honghui Xu Boyu Wang Erik Cambria Zenglin Xu 19 56 0 21 May 2019
Neither Global Nor Local: A Hierarchical Robust Subspace Clustering For Image Data Maryam Abdolali Mohammad Rahmati 14 13 0 17 May 2019
Three-Stage Subspace Clustering Framework with Graph-Based Transformation and Optimization Shuai Yang Wenqi Zhu Yuesheng Zhu 11 0 0 02 May 2019
Restricted Connection Orthogonal Matching Pursuit For Sparse Subspace Clustering Wenqi Zhu Yuesheng Zhu Li Zhong Shuai Yang 9 6 0 01 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
Robust subspace clustering by Cauchy loss function Xuelong Li Quanmao Lu Yongsheng Dong Dacheng Tao NoLa 9 65 0 28 Apr 2019
Discrete Optimal Graph Clustering Yudong Han Lei Zhu Zhiyong Cheng Jingjing Li Xiaobai Liu 14 56 0 25 Apr 2019
Deep Sparse Representation-based Classification Mahdi Abavisani Vishal M. Patel BDL 14 28 0 24 Apr 2019
Neural Collaborative Subspace Clustering Tong Zhang Pan Ji Mehrtash Harandi Wen-bing Huang Hongdong Li 19 72 0 24 Apr 2019
Unsupervised Deep Epipolar Flow for Stationary or Dynamic Scenes Yiran Zhong Pan Ji Jianyuan Wang Yuchao Dai Hongdong Li 21 63 0 08 Apr 2019
Cluster Developing 1-Bit Matrix Completion Chengkun Zhang Stephen Lu 6 0 0 07 Apr 2019
Learning for Multi-Type Subspace Clustering Xun Xu L. Cheong Zhuwen Li 17 0 0 03 Apr 2019
Deep Clustering With Intra-class Distance Constraint for Hyperspectral Images Jinguang Sun Wanli Wang Xian Wei Li Fang Xiaoliang Tang Yusheng Xu Hui Yu W. Yao 6 19 0 01 Apr 2019
DSL: Discriminative Subgraph Learning via Sparse Self-Representation Lin Zhang Petko Bogdanov 16 4 0 24 Mar 2019
Joint Learning of Discriminative Low-dimensional Image Representations Based on Dictionary Learning and Two-layer Orthogonal Projections Xian Wei Hao Shen Yuanxiang Li Xuan Tang Bo Jin Li-jun Zhao Y. Murphey VLM 8 0 0 24 Mar 2019
CUR Decompositions, Approximations, and Perturbations Keaton Hamm Longxiu Huang 14 3 0 22 Mar 2019
Non-Negative Local Sparse Coding for Subspace Clustering Babak Hosseini Barbara Hammer 13 1 0 12 Mar 2019
Similarity Learning via Kernel Preserving Embedding Zhao Kang Yiwei Lu Yuanzhang Su Changsheng Li Zenglin Xu 28 36 0 11 Mar 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
Efficient Parameter-free Clustering Using First Neighbor Relations Saquib Sarfraz Vivek Sharma Rainer Stiefelhagen 22 177 0 28 Feb 2019
Data segmentation based on the local intrinsic dimension M. Allegra Elena Facco Francesco Denti Alessandro Laio Antonietta Mira 6 4 0 27 Feb 2019
Semi-supervised Learning on Graph with an Alternating Diffusion Process Qilin Li Senjian An Ling Li Wanquan Liu 8 6 0 16 Feb 2019
Spectral-Spatial Diffusion Geometry for Hyperspectral Image Clustering James M. Murphy Mauro Maggioni DiffM 11 23 0 08 Feb 2019
Matrix Cofactorization for Joint Representation Learning and Supervised Classification -- Application to Hyperspectral Image Analysis A. Lagrange M. Fauvel S. May J. Bioucas-Dias N. Dobigeon 13 2 0 07 Feb 2019
Estimation and Clustering in Popularity Adjusted Stochastic Block Model M. Noroozi R. Rimal Marianna Pensky 39 3 0 01 Feb 2019
Learning for Multi-Model and Multi-Type Fitting Xun Xu L. Cheong Zhuwen Li 12 5 0 29 Jan 2019
Subspace Clustering of Very Sparse High-Dimensional Data Hankui Peng N. Pavlidis I. Eckley Ioannis Tsalamanis 14 6 0 25 Jan 2019