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subspace clustering

122 papers

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Also known as

UOS SC SSC

Co-occurring keywords

spectral clustering (304) multi-view clustering (199) representation learning (6174) dimensionality reduction (720) affinity matrix (38) sparse representation (297) low-rank representation (71) matrix factorization (529) matrix completion (356) motion segmentation (79)

Papers

Contrastive Multi-view Subspace Clustering via Tensor Transformers Autoencoder AAAI 2025
Temporal Rate Reduction Clustering for Human Motion Segmentation ICCV 2025
A Flag Decomposition for Hierarchical Datasets CVPR 2025
A Plug-and-Play Bregman ADMM Module for Inferring Event Branches in Temporal Point Processes AAAI 2025
An Optimal Transport View for Subspace Clustering and Spectral Clustering AAAI 2024
Learning Segmentation from Point Trajectories NIPS 2024
Principle Component Trees and Their Persistent Homology AAAI 2024
Learned Trajectory Embedding for Subspace Clustering CVPR 2024
Dual Contrastive Graph-Level Clustering with Multiple Cluster Perspectives Alignment IJCAI 2024
Atomic Recovery Property for Multi-view Subspace-Preserving Recovery IJCAI 2024
From Dictionary to Tensor: A Scalable Multi-View Subspace Clustering Framework with Triple Information Enhancement NIPS 2024
Adaptive Graph Convolutional Subspace Clustering CVPR 2023
Anchor Structure Regularization Induced Multi-view Subspace Clustering via Enhanced Tensor Rank Minimization ICCV 2023
Attributed Graph Subspace Clustering with Graph-Boosting ACML 2023
Unsupervised Manifold Linearizing and Clustering ICCV 2023
Scalable Attributed-Graph Subspace Clustering AAAI 2023
On Generalization Bounds for Projective Clustering NIPS 2023
Multi-view Subspace Clustering on Topological Manifold NIPS 2022
Multi-Mode Tensor Space Clustering Based on Low-Tensor-Rank Representation AAAI 2022
Efficient One-Pass Multi-View Subspace Clustering with Consensus Anchors AAAI 2022
Efficient Deep Embedded Subspace Clustering CVPR 2022
Linearity-Aware Subspace Clustering AAAI 2022
Convergence and Recovery Guarantees of the K-Subspaces Method for Subspace Clustering ICML 2022
Clustering a union of linear subspaces via matrix factorization and innovation search UAI 2022
Understanding Doubly Stochastic Clustering ICML 2022