Robust and Efficient Subspace Segmentation via Least Squares Regression

27 April 2014

Papers citing "Robust and Efficient Subspace Segmentation via Least Squares Regression"

50 / 56 papers shown

Title
Graph Condensation: A Survey Xin Gao Junliang Yu Wei Jiang Tong Chen Wentao Zhang Hongzhi Yin DD 127 19 0 28 Jan 2025
A Comprehensive Survey on Spectral Clustering with Graph Structure Learning Kamal Berahmand Farid Saberi-Movahed Razieh Sheikhpour Yuefeng Li Mahdi Jalili 62 1 0 23 Jan 2025
Learning segmentation from point trajectories Laurynas Karazija Iro Laina Christian Rupprecht Andrea Vedaldi 3DPC 272 1 0 21 Jan 2025
Towards Robust Nonlinear Subspace Clustering: A Kernel Learning Approach Kunpeng Xu Lifei Chen Shengrui Wang 57 1 0 10 Jan 2025
Graph Cuts with Arbitrary Size Constraints Through Optimal Transport Chakib Fettal Lazhar Labiod M. Nadif OT 37 1 0 07 Feb 2024
Interpretable Neural Embeddings with Sparse Self-Representation Minxue Xia Hao Zhu MILM 21 0 0 25 Jun 2023
Deep Double Self-Expressive Subspace Clustering Ling Zhao Yunpeng Ma Shanxiong Chen Jun Zhou SSL 33 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 12 0 04 Jan 2023
Deep Clustering: A Comprehensive Survey Yazhou Ren Jingyu Pu Zhimeng Yang Jie Xu Guofeng Li X. Pu Philip S. Yu Lifang He HAI 50 104 0 09 Oct 2022
Learning idempotent representation for subspace clustering Lai Wei Shiteng Liu Rigui Zhou Changming Zhu 34 4 0 29 Jul 2022
Fusion Subspace Clustering for Incomplete Data Usman Mahmood Daniel L. Pimentel-Alarcón 34 0 0 22 May 2022
Finding Global Homophily in Graph Neural Networks When Meeting Heterophily Xiang Li Renyu Zhu Yao Cheng Caihua Shan Siqiang Luo Dongsheng Li Wei Qian 32 182 0 15 May 2022
Consistency and Diversity induced Human Motion Segmentation Tao Zhou Huazhu Fu Chen Gong Ling Shao Fatih Porikli Haibin Ling Jianbing Shen 32 23 0 10 Feb 2022
PMSSC: Parallelizable multi-subset based self-expressive model for subspace clustering Katsuya Hotta T. Akashi Shogo Tokai Chao Zhang 37 1 0 24 Nov 2021
Learning a Self-Expressive Network for Subspace Clustering Shangzhi Zhang Chong You René Vidal Chun-Guang Li 49 44 0 08 Oct 2021
Adaptive Attribute and Structure Subspace Clustering Network Zhihao Peng Hui Liu Yuheng Jia Junhui Hou 36 28 0 28 Sep 2021
Graph Constrained Data Representation Learning for Human Motion Segmentation Mariella Dimiccoli Lluís Garrido Guillem Rodríguez Corominas H. Wendt SSL 26 4 0 28 Jul 2021
Towards Clustering-friendly Representations: Subspace Clustering via Graph Filtering Zhengrui Ma Zhao Kang Guangchun Luo Ling Tian 43 50 0 18 Jun 2021
Weighted Sparse Subspace Representation: A Unified Framework for Subspace Clustering, Constrained Clustering, and Active Learning Hankui Peng N. Pavlidis 34 0 0 08 Jun 2021
Pseudo-supervised Deep Subspace Clustering Juncheng Lv Zhao Kang Xiao Lu Zenglin Xu 47 111 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 81 230 0 16 Feb 2021
Doubly Stochastic Subspace Clustering Derek Lim René Vidal B. Haeffele 34 20 0 30 Nov 2020
Overcomplete Deep Subspace Clustering Networks Jeya Maria Jose Valanarasu Vishal M. Patel 40 15 0 16 Nov 2020
Subspace Clustering for Action Recognition with Covariance Representations and Temporal Pruning Giancarlo Paoletti Jacopo Cavazza Cigdem Beyan Alessio Del Bue 38 31 0 21 Jun 2020
CAST: A Correlation-based Adaptive Spectral Clustering Algorithm on Multi-scale Data Xiang Li B. Kao Caihua Shan Dawei Yin Martin Ester 27 9 0 08 Jun 2020
Is an Affine Constraint Needed for Affine Subspace Clustering? Chong You Chun-Guang Li Daniel P. Robinson René Vidal 55 24 0 08 May 2020
Robust Non-Linear Matrix Factorization for Dictionary Learning, Denoising, and Clustering Jicong Fan Chengrun Yang Madeleine Udell 54 20 0 04 May 2020
Subspace clustering without knowing the number of clusters: A parameter free approach V. Menon Gokularam M Sheetal Kalyani 29 14 0 10 Sep 2019
Symmetric Graph Convolutional Autoencoder for Unsupervised Graph Representation Learning Jiwoong Park Minsik Lee H. Chang Kyuewang Lee J. Choi SSL 48 233 0 07 Aug 2019
Neither Global Nor Local: A Hierarchical Robust Subspace Clustering For Image Data Maryam Abdolali Mohammad Rahmati 27 13 0 17 May 2019
Joint Learning of Self-Representation and Indicator for Multi-View Image Clustering Songsong Wu Zhiqiang Lu Hao Tang Yan Yan Songhao Zhu Xiaoyuan Jing Zuoyong Li SSL 40 1 0 11 May 2019
Self-Supervised Convolutional Subspace Clustering Network Junjian Zhang Chun-Guang Li Chong You Xianbiao Qi Honggang Zhang Jun Guo Zhouchen Lin SSL 53 145 0 01 May 2019
Robust subspace clustering by Cauchy loss function Xuelong Li Quanmao Lu Yongsheng Dong Dacheng Tao NoLa 22 65 0 28 Apr 2019
Neural Collaborative Subspace Clustering Tong Zhang Pan Ji Mehrtash Harandi Wen-bing Huang Hongdong Li 23 72 0 24 Apr 2019
Subspace Clustering through Sub-Clusters Weiwei Li Jan Hannig S. Mukherjee 24 5 0 15 Nov 2018
XAI Beyond Classification: Interpretable Neural Clustering Xi Peng Yunfan Li Ivor W. Tsang Erik Cambria Jiancheng Lv Qiufeng Wang 34 74 0 22 Aug 2018
Constrained Sparse Subspace Clustering with Side-Information Chun-Guang Li Junjian Zhang Jun Guo 29 8 0 21 May 2018
Deep Multimodal Subspace Clustering Networks Mahdi Abavisani Vishal M. Patel 33 163 0 17 Apr 2018
Robust Subspace Clustering with Compressed Data Guangcan Liu Zhao Zhang Qingshan Liu H. Xiong 38 48 0 30 Mar 2018
Nonconvex Sparse Spectral Clustering by Alternating Direction Method of Multipliers and Its Convergence Analysis Canyi Lu Jiashi Feng Zhouchen Lin Shuicheng Yan 52 17 0 08 Dec 2017
Accelerated Sparse Subspace Clustering Abolfazl Hashemi H. Vikalo 26 6 0 31 Oct 2017
Subspace Clustering using Ensembles of $K$ -Subspaces J. Lipor David Hong Dejiao Zhang Laura Balzano 41 25 0 14 Sep 2017
Deep Subspace Clustering Networks Pan Ji Tong Zhang Hongdong Li Mathieu Salzmann Ian Reid SSL 35 510 0 08 Sep 2017
Sketched Subspace Clustering Panagiotis A. Traganitis G. Giannakis 35 51 0 22 Jul 2017
Hyperplane Clustering Via Dual Principal Component Pursuit M. Tsakiris René Vidal 34 31 0 06 Jun 2017
Kernel Truncated Regression Representation for Robust Subspace Clustering Liangli Zhen Dezhong Peng Wei Wang Xin Yao 23 14 0 15 May 2017
Provable Self-Representation Based Outlier Detection in a Union of Subspaces Chong You Daniel P. Robinson René Vidal 34 114 0 12 Apr 2017
Structured Sparse Subspace Clustering: A Joint Affinity Learning and Subspace Clustering Framework Chun-Guang Li Chong You René Vidal 42 201 0 17 Oct 2016
Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering Chong You Chun-Guang Li Daniel P. Robinson René Vidal 46 242 0 09 May 2016
Convex Sparse Spectral Clustering: Single-view to Multi-view Canyi Lu Shuicheng Yan Zhouchen Lin 67 163 0 21 Nov 2015