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Structured Sparse Subspace Clustering: A Joint Affinity Learning and Subspace Clustering Framework

IEEE transactions on image processing, 2017-06, Vol.26 (6), p.2988-3001

2017

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Deep Multimodal Subspace Clustering Networks

IEEE journal of selected topics in signal processing, 2018-12, Vol.12 (6), p.1601-1614

2018

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Multimodal sparse and low-rank subspace clustering

Information fusion, 2018-01, Vol.39, p.168-177

2018

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Deep Subspace Clustering

IEEE transaction on neural networks and learning systems, 2020-12, Vol.31 (12), p.5509-5521

2020

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Latent Space Sparse and Low-Rank Subspace Clustering

IEEE journal of selected topics in signal processing, 2015-06, Vol.9 (4), p.691-701

2015

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Deep self-representative subspace clustering network

Pattern recognition, 2021-10, Vol.118, p.108041, Article 108041

2021

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A Unified Framework for Representation-Based Subspace Clustering of Out-of-Sample and Large-Scale Data

IEEE transaction on neural networks and learning systems, 2016-12, Vol.27 (12), p.2499-2512

2016

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Kernel sparse subspace clustering

2014 IEEE International Conference on Image Processing (ICIP), 2014, p.2849-2853

2014

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Learnable Subspace Clustering

IEEE transaction on neural networks and learning systems, 2022-03, Vol.33 (3), p.1119-1133

2022

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Multi-view subspace clustering network with block diagonal and diverse representation

Information sciences, 2023-05, Vol.626, p.149-165

2023

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Soft Subspace Based Ensemble Clustering for Multivariate Time Series Data

IEEE transaction on neural networks and learning systems, 2023-10, Vol.34 (10), p.7761-7774

2023

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Subspace Clustering via Structured Sparse Relation Representation

IEEE transaction on neural networks and learning systems, 2022-09, Vol.33 (9), p.4610-4623

2022

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On Geometric Analysis of Affine Sparse Subspace Clustering

IEEE journal of selected topics in signal processing, 2018-12, Vol.12 (6), p.1520-1533

2018

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Dual subspace clustering for spectral-spatial hyperspectral image clustering

Image and vision computing, 2024-10, Vol.150, p.105235, Article 105235

Liu, Shujun

2024

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Kernelized transformed subspace clustering with geometric weights for non-linear manifolds

Neurocomputing (Amsterdam), 2023-02, Vol.520, p.141-151

2023

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Self-Supervised Deep Subspace Clustering for Hyperspectral Images With Adaptive Self-Expressive Coefficient Matrix Initialization

IEEE journal of selected topics in applied earth observations and remote sensing, 2021, Vol.14, p.3215-3227

2021

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Spectral type subspace clustering methods: multi-perspective analysis

Multimedia tools and applications, 2024-05, Vol.83 (16), p.47455-47475

2024

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Binary multi-view sparse subspace clustering

Neural computing & applications, 2023-10, Vol.35 (29), p.21751-21770

2023

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Robust k-subspace discriminant clustering

Applied soft computing, 2019-12, Vol.85, p.105858, Article 105858

2019

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Large-Scale Subspace Clustering by Independent Distributed and Parallel Coding

IEEE transactions on cybernetics, 2022-09, Vol.52 (9), p.9090-9100

2022

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Sub-Classification of Radar Modulation via Subspace Clustering

ICC 2024 - IEEE International Conference on Communications, 2024, p.1443-1448

2024

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Sparse Subspace Clustering via Two-Step Reweighted L1-Minimization: Algorithm and Provable Neighbor Recovery Rates

IEEE transactions on information theory, 2021-02, Vol.67 (2), p.1216-1263

2021

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Structured block diagonal representation for subspace clustering

Applied intelligence (Dordrecht, Netherlands), 2020-08, Vol.50 (8), p.2523-2536

2020

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Unsupervised radar signal recognition based on multi‐block – Multi‐view Low‐Rank Sparse Subspace Clustering

IET radar, sonar & navigation, 2022-03, Vol.16 (3), p.542-551

2022

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Partially latent factors based multi‐view subspace learning

Computational intelligence, 2022-10, Vol.38 (5), p.1772-1801

2022

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Structured Sparse Subspace Clustering: A Joint Affinity Learning and Subspace Clustering Framework

Deep Multimodal Subspace Clustering Networks

Multimodal sparse and low-rank subspace clustering

Deep Subspace Clustering

Latent Space Sparse and Low-Rank Subspace Clustering

Deep self-representative subspace clustering network

A Unified Framework for Representation-Based Subspace Clustering of Out-of-Sample and Large-Scale Data

Kernel sparse subspace clustering

Learnable Subspace Clustering

Multi-view subspace clustering network with block diagonal and diverse representation

Soft Subspace Based Ensemble Clustering for Multivariate Time Series Data

Subspace Clustering via Structured Sparse Relation Representation

On Geometric Analysis of Affine Sparse Subspace Clustering

Dual subspace clustering for spectral-spatial hyperspectral image clustering

Kernelized transformed subspace clustering with geometric weights for non-linear manifolds

Self-Supervised Deep Subspace Clustering for Hyperspectral Images With Adaptive Self-Expressive Coefficient Matrix Initialization

Spectral type subspace clustering methods: multi-perspective analysis

Binary multi-view sparse subspace clustering

Robust k-subspace discriminant clustering

Large-Scale Subspace Clustering by Independent Distributed and Parallel Coding

Sub-Classification of Radar Modulation via Subspace Clustering

Sparse Subspace Clustering via Two-Step Reweighted L1-Minimization: Algorithm and Provable Neighbor Recovery Rates

Structured block diagonal representation for subspace clustering

Unsupervised radar signal recognition based on multi‐block – Multi‐view Low‐Rank Sparse Subspace Clustering

Partially latent factors based multi‐view subspace learning

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