Sparse Subspace Clustering: Algorithm, Theory, and Applications

5 March 2012

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

50 / 468 papers shown

Title
Depth-Based Local Center Clustering: A Framework for Handling Different Clustering Scenarios Siyi Wang Alexandre Leblanc Paul D. McNicholas 14 0 0 14 May 2025
Masked Subspace Clustering Methods Jiebo Song Huaming Ling 23 0 0 11 May 2025
Label-independent hyperparameter-free self-supervised single-view deep subspace clustering Lovro Sindicic Ivica Kopriva 36 0 0 25 Apr 2025
Adversarial Subspace Generation for Outlier Detection in High-Dimensional Data Jose Cribeiro-Ramallo Federico Matteucci Paul Enciu Alexander Jenke Vadim Arzamasov Thorsten Strufe Klemens Böhm 31 0 0 10 Apr 2025
Segment Any Motion in Videos Nan Huang Wenzhao Zheng Chenfeng Xu Kurt Keutzer Shanghang Zhang Angjoo Kanazawa Qianqian Wang VOS 56 0 0 28 Mar 2025
Differential Evolution for Grassmann Manifold Optimization: A Projection Approach Andrew Lesniewski 32 0 0 27 Mar 2025
FedMSGL: A Self-Expressive Hypergraph Based Federated Multi-View Learning Daoyuan Li Zuyuan Yang Shengli Xie FedML 67 0 0 12 Mar 2025
Measuring the Validity of Clustering Validation Datasets Hyeon Jeon Michaël Aupetit DongHwa Shin Aeri Cho Seokhyeon Park Jinwook Seo 38 0 0 03 Mar 2025
Nested subspace learning with flags Tom Szwagier Xavier Pennec 56 0 0 09 Feb 2025
Understanding Representation Dynamics of Diffusion Models via Low-Dimensional Modeling Xiao Li Zekai Zhang Xiang Li Siyi Chen Zhihui Zhu Peng Wang Qing Qu DiffM 53 0 0 09 Feb 2025
Mask-informed Deep Contrastive Incomplete Multi-view Clustering Zhenglai Li Yuqi Shi Xiao He Chang-Fu Tang 79 0 0 04 Feb 2025
A Comprehensive Survey on Spectral Clustering with Graph Structure Learning Kamal Berahmand Farid Saberi-Movahed Razieh Sheikhpour Yuefeng Li Mahdi Jalili 49 1 0 23 Jan 2025
Learning segmentation from point trajectories Laurynas Karazija Iro Laina Christian Rupprecht Andrea Vedaldi 3DPC 165 1 0 21 Jan 2025
Federated Deep Subspace Clustering Yupei Zhang Ruojia Feng Yifei Wang Xuequn Shang FedML 80 0 0 17 Jan 2025
Towards Robust Nonlinear Subspace Clustering: A Kernel Learning Approach Kunpeng Xu Lifei Chen Shengrui Wang 44 1 0 10 Jan 2025
Balanced Multi-view Clustering Zhenglai Li Jun Wang Chang-Fu Tang Xinzhong Zhu Wei Zhang Xinwang Liu 76 0 0 05 Jan 2025
PickScan: Object discovery and reconstruction from handheld interactions Vincent van der Brugge Marc Pollefeys J. Tenenbaum A. Tewari Krishna Murthy Jatavallabhula 53 0 0 17 Nov 2024
Unsupervised Congestion Status Identification Using LMP Data Kedi Zheng Qixin Chen Yijiao Wang Chongqing Kang Le Xie 58 14 0 15 Nov 2024
Locally Regularized Sparse Graph by Fast Proximal Gradient Descent Dongfang Sun Yingzhen Yang 23 0 0 25 Sep 2024
Probabilistically Aligned View-unaligned Clustering with Adaptive Template Selection Wenhua Dong Xiao-Jun Wu Zhenhua Feng Sara Atito Muhammad Awais Josef Kittler 23 0 0 23 Sep 2024
Fast and Scalable Semi-Supervised Learning for Multi-View Subspace Clustering Huaming Ling Chenglong Bao Jiebo Song Zuoqiang Shi 24 0 0 11 Aug 2024
Temporal Subspace Clustering for Molecular Dynamics Data Anna Beer Martin Heinrigs Claudia Plant Ira Assent 16 0 0 31 Jul 2024
OSN: Infinite Representations of Dynamic 3D Scenes from Monocular Videos Ziyang Song Jinxi Li Bo Yang 37 0 0 08 Jul 2024
Anti-Collapse Loss for Deep Metric Learning Based on Coding Rate Metric XiRuo Jiang Yazhou Yao Xili Dai Fumin Shen Xian-Sheng Hua Heng-Tao Shen 27 0 0 03 Jul 2024
Dense Monocular Motion Segmentation Using Optical Flow and Pseudo Depth Map: A Zero-Shot Approach Yuxiang Huang Yuhao Chen John S. Zelek MDE 47 2 0 27 Jun 2024
Subspace Clustering in Wavelet Packets Domain Ivica Kopriva D. Seršić 37 0 0 06 Jun 2024
Zero-Shot Monocular Motion Segmentation in the Wild by Combining Deep Learning with Geometric Motion Model Fusion Yuxiang Huang Yuhao Chen John S. Zelek 40 1 0 02 May 2024
Multi-level Graph Subspace Contrastive Learning for Hyperspectral Image Clustering Jingxin Wang Renxiang Guan Kainan Gao Zihao Li Hao Li Xianju Li Chang-Fu Tang 35 1 0 08 Apr 2024
Metric Learning from Limited Pairwise Preference Comparisons Zhi Wang Geelon So Ramya Korlakai Vinayak FedML 40 4 0 28 Mar 2024
Tensor-based Graph Learning with Consistency and Specificity for Multi-view Clustering Long Shi Lei Cao Yunshan Ye Yu Zhao Badong Chen 32 0 0 27 Mar 2024
Graph Data Condensation via Self-expressive Graph Structure Reconstruction Zhanyu Liu Chaolv Zeng Guanjie Zheng DD 64 11 0 12 Mar 2024
Latent Semantic Consensus For Deterministic Geometric Model Fitting Guobao Xiao Jun Yu Jiayi Ma Deng-Ping Fan Ling Shao 21 3 0 11 Mar 2024
Superpixel Graph Contrastive Clustering with Semantic-Invariant Augmentations for Hyperspectral Images Jianhan Qi Yuheng Jia Hui Liu Junhui Hou 48 2 0 04 Mar 2024
Multiview Subspace Clustering of Hyperspectral Images based on Graph Convolutional Networks Xianju Li Renxiang Guan Zihao Li Hao Liu Jing Yang 26 1 0 03 Mar 2024
Deep Contrastive Graph Learning with Clustering-Oriented Guidance Mulin. Chen Bocheng Wang Xuelong Li 25 6 0 25 Feb 2024
Scalable Multi-view Clustering via Explicit Kernel Features Maps Chakib Fettal Lazhar Labiod M. Nadif 13 0 0 07 Feb 2024
Graph Cuts with Arbitrary Size Constraints Through Optimal Transport Chakib Fettal Lazhar Labiod M. Nadif OT 21 1 0 07 Feb 2024
Robust Kernel Sparse Subspace Clustering Ivica Kopriva 6 0 0 30 Jan 2024
Multilayer Graph Approach to Deep Subspace Clustering Lovro Sindicic Ivica Kopriva 19 1 0 30 Jan 2024
Spectral Clustering for Discrete Distributions Zixiao Wang Dong Qiao Jicong Fan 16 0 0 25 Jan 2024
Mixture of multilayer stochastic block models for multiview clustering Kylliann De Santiago Marie Szafranski Christophe Ambroise 29 1 0 09 Jan 2024
Deep Structure and Attention Aware Subspace Clustering Wenhao Wu Weiwei Wang Shengjiang Kong 34 0 0 25 Dec 2023
Enhanced Latent Multi-view Subspace Clustering Long Shi Lei Cao Jun Wang Badong Chen 54 11 0 22 Dec 2023
A low-rank non-convex norm method for multiview graph clustering Alaeddine Zahir K. Jbilou A. Ratnani 13 1 0 18 Dec 2023
Contrastive Multi-view Subspace Clustering of Hyperspectral Images based on Graph Convolutional Networks Renxiang Guan Zihao Li Xianju Li Chang-Fu Tang Ruyi Feng 30 26 0 11 Dec 2023
Fast and Robust Sparsity-Aware Block Diagonal Representation Aylin Taştan Michael Muma A. Zoubir 16 3 0 02 Dec 2023
Stable Cluster Discrimination for Deep Clustering Qi Qian OOD 33 21 0 24 Nov 2023
A Unified Framework for Fair Spectral Clustering With Effective Graph Learning Xiang Zhang Qiao Wang 33 3 0 23 Nov 2023
Image Clustering with External Guidance Yunfan Li Peng Hu Dezhong Peng Jiancheng Lv Jianping Fan Xi Peng 28 10 0 18 Oct 2023
A Novel Approach for Effective Multi-View Clustering with Information-Theoretic Perspective Chenhang Cui Yazhou Ren Jingyu Pu Jiawei Li X. Pu Tianyi Wu Yutao Shi Lifang He 28 24 0 25 Sep 2023