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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

Multi-view Subspace Clustering on Topological Manifold NIPS 2022
New Coresets for Projective Clustering and Applications AISTATS 2022
Linearity-Aware Subspace Clustering AAAI 2022
Regularized and Smooth Double Core Tensor Factorization for Heterogeneous Data JMLR 2022
Overcomplete Deep Subspace Clustering Networks WACV 2021
Double Low-Rank Representation With Projection Distance Penalty for Clustering CVPR 2021
Graph Constrained Data Representation Learning for Human Motion Segmentation ICCV 2021
Theory of Spectral Method for Union of Subspaces-Based Random Geometry Graph ICML 2021
Deep Structural Contrastive Subspace Clustering ACML 2021
Subspace Clustering through Sub-Clusters JMLR 2021
Dual Principal Component Pursuit for Learning a Union of Hyperplanes: Theory and Algorithms AISTATS 2021
LRSC: Learning Representations for Subspace Clustering AAAI 2021
Learning a Self-Expressive Network for Subspace Clustering CVPR 2021
Ratio Trace Formulation of Wasserstein Discriminant Analysis NIPS 2020
On the Parameterized Complexity of Clustering Incomplete Data into Subspaces of Small Rank AAAI 2020
Risk Bounds for Learning Multiple Components with Permutation-Invariant Losses AISTATS 2020
Multi-Scale Fusion Subspace Clustering Using Similarity Constraint CVPR 2020
Intra-/Inter-Interaction Network with Latent Interaction Modeling for Multi-turn Response Selection COLING 2020
Robust Self-Weighted Multi-View Projection Clustering AAAI 2020
Stochastic Sparse Subspace Clustering CVPR 2020
Cross-Modal Subspace Clustering via Deep Canonical Correlation Analysis AAAI 2020
Deep Subspace Clustering with Data Augmentation NIPS 2020
Attributed Subspace Clustering IJCAI 2019
Neural Collaborative Subspace Clustering ICML 2019
Self-Supervised Convolutional Subspace Clustering Network CVPR 2019