Robust Recovery of Subspace Structures by Low-Rank Representation

14 October 2010

Yong Yu

Papers citing "Robust Recovery of Subspace Structures by Low-Rank Representation"

50 / 193 papers shown

Title
Masked Subspace Clustering Methods Jiebo Song Huaming Ling 32 0 0 11 May 2025
Subject Information Extraction for Novelty Detection with Domain Shifts Yangyang Qu Dazhi Fu Jicong Fan OOD 80 0 0 30 Apr 2025
Label-independent hyperparameter-free self-supervised single-view deep subspace clustering Lovro Sindicic Ivica Kopriva 46 0 0 25 Apr 2025
Adaptive Multi-Order Graph Regularized NMF with Dual Sparsity for Hyperspectral Unmixing Hui Chen Liangyu Liu Xianchao Xiu Wanquan Liu 61 0 0 25 Mar 2025
A Linearized Alternating Direction Multiplier Method for Federated Matrix Completion Problems Patrick Hytla Tran T. A. Nghia Duy Nhat Phan Andrew Rice FedML 52 0 0 17 Mar 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
GaLore $+$ : Boosting Low-Rank Adaptation for LLMs with Cross-Head Projection Xutao Liao Shaohui Li Yuhui Xu Zhi Li Yebin Liu You He VLM 72 3 0 31 Dec 2024
Multilayer Graph Approach to Deep Subspace Clustering Lovro Sindicic Ivica Kopriva 24 1 0 30 Jan 2024
Towards Domain-Specific Cross-Corpus Speech Emotion Recognition Approach Yan Zhao Yuan Zong Hailun Lian Cheng Lu Jingang Shi Wenming Zheng 34 0 0 11 Dec 2023
A Unified Framework for Fair Spectral Clustering With Effective Graph Learning Xiang Zhang Qiao Wang 54 3 0 23 Nov 2023
LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning Han Guo P. Greengard Eric P. Xing Yoon Kim MQ 52 45 0 20 Nov 2023
TextPSG: Panoptic Scene Graph Generation from Textual Descriptions Chengyang Zhao Songlin Yang Zhenfang Chen Mingyu Ding Chuang Gan 64 16 0 10 Oct 2023
Joint Projection Learning and Tensor Decomposition Based Incomplete Multi-view Clustering W. Lv Chao Zhang Huaxiong Li Xiuyi Jia Chunlin Chen 31 16 0 06 Oct 2023
How Over-Parameterization Slows Down Gradient Descent in Matrix Sensing: The Curses of Symmetry and Initialization Nuoya Xiong Lijun Ding Simon S. Du 53 12 0 03 Oct 2023
Interpretable Neural Embeddings with Sparse Self-Representation Minxue Xia Hao Zhu MILM 21 0 0 25 Jun 2023
Rethinking k-means from manifold learning perspective Quanxue Gao Qianqian Wang Han Lu Wei Xia Xinbo Gao 21 0 0 12 May 2023
LRRNet: A Novel Representation Learning Guided Fusion Network for Infrared and Visible Images Hui Li Tianyang Xu Xiaojun Wu Jiwen Lu J. Kittler 3DV 38 161 0 11 Apr 2023
Label Information Bottleneck for Label Enhancement Qinghai Zheng Jihua Zhu Haoyu Tang 60 6 0 13 Mar 2023
A parameter-free graph reduction for spectral clustering and SpectralNet Mashaan Alshammari J. Stavrakakis M. Takatsuka 36 7 0 25 Feb 2023
Approximate spectral clustering with eigenvector selection and self-tuned $k$ Mashaan Alshammari M. Takatsuka 19 12 0 22 Feb 2023
Refining a $k$ -nearest neighbor graph for a computationally efficient spectral clustering Mashaan Alshammari J. Stavrakakis M. Takatsuka 32 40 0 22 Feb 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
Generative Graph Neural Networks for Link Prediction Xingping Xian Tao Wu Xiaoke Ma Shaojie Qiao Yabin Shao Chao Wang Lin Yuan Yuehua Wu AI4CE 43 4 0 31 Dec 2022
Laplacian Convolutional Representation for Traffic Time Series Imputation Xinyu Chen Zhanhong Cheng HanQin Cai Nicolas Saunier Lijun Sun AI4TS 57 16 0 03 Dec 2022
Tucker-O-Minus Decomposition for Multi-view Tensor Subspace Clustering Yingcong Lu Yipeng Liu Zhen Long Zhangxin Chen Ce Zhu 29 2 0 23 Oct 2022
Sketched Multi-view Subspace Learning for Hyperspectral Anomalous Change Detection Shizhen Chang Michael K Kopp Pedram Ghamisi 45 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 50 104 0 09 Oct 2022
Double Graphs Regularized Multi-view Subspace Clustering Long-Biao Chen Yulong Wang Youheng Liu Yutao Hu Libin Wang 23 0 0 30 Sep 2022
Deep Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and Metric Pengxin Zeng Yunfan Li Peng Hu Dezhong Peng Jiancheng Lv Xiaocui Peng 40 13 0 26 Sep 2022
Learning idempotent representation for subspace clustering Lai Wei Shiteng Liu Rigui Zhou Changming Zhu 29 4 0 29 Jul 2022
Fusion Subspace Clustering for Incomplete Data Usman Mahmood Daniel L. Pimentel-Alarcón 34 0 0 22 May 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 38 19 0 21 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 27 182 0 15 May 2022
Compact Model Training by Low-Rank Projection with Energy Transfer K. Guo Zhenquan Lin Xiaofen Xing Fang Liu Xiangmin Xu 45 2 0 12 Apr 2022
Deep Non-rigid Structure-from-Motion: A Sequence-to-Sequence Translation Perspective Huizhong Deng Tong Zhang Yuchao Dai Jiawei Shi Yiran Zhong Hongdong Li 39 7 0 10 Apr 2022
Learning Self-Supervised Low-Rank Network for Single-Stage Weakly and Semi-Supervised Semantic Segmentation Junwen Pan Pengfei Zhu Kaihua Zhang Bing Cao Yu Wang Dingwen Zhang Junwei Han Q. Hu 21 61 0 19 Mar 2022
Initialization of Latent Space Coordinates via Random Linear Projections for Learning Robotic Sensory-Motor Sequences V. Nikulin Jun Tani 35 0 0 26 Feb 2022
Consistency and Diversity induced Human Motion Segmentation Tao Zhou Huazhu Fu Chen Gong Ling Shao Fatih Porikli Haibin Ling Jianbing Shen 32 22 0 10 Feb 2022
Exact Decomposition of Joint Low Rankness and Local Smoothness Plus Sparse Matrices Jiangjun Peng Yao Wang Hongying Zhang Jianjun Wang Deyu Meng 72 56 0 29 Jan 2022
Face recognition via compact second order image gradient orientations Hefeng Yin Xiaojun Wu Xiaoning Song CVBM 32 4 0 23 Jan 2022
Fine-grained Graph Learning for Multi-view Subspace Clustering Yidi Wang Xiaobing Pei Haoxi Zhan 38 2 0 12 Jan 2022
Top-Down Deep Clustering with Multi-generator GANs Daniel de Mello Renato M. Assunção Fabricio Murai 31 17 0 06 Dec 2021
Stationary Diffusion State Neural Estimation for Multiview Clustering Chenghua Liu Zhuolin Liao Yixuan Ma Kun Zhan DiffM 13 40 0 02 Dec 2021
Subspace Change-Point Detection via Low-Rank Matrix Factorisation Euan T. McGonigle Hankui Peng 55 1 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
A Low Rank Promoting Prior for Unsupervised Contrastive Learning Yu Wang Jingyang Lin Qi Cai Yingwei Pan Ting Yao Hongyang Chao Tao Mei SSL 43 16 0 05 Aug 2021
Graph Constrained Data Representation Learning for Human Motion Segmentation Mariella Dimiccoli Lluís Garrido Guillem Rodríguez Corominas H. Wendt SSL 23 4 0 28 Jul 2021