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spectral clustering

304 papers

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Also known as

SSC SC

Co-occurring keywords

community detection (275) stochastic block model (146) graph clustering (194) graph laplacian (109) subspace clustering (122) dimensionality reduction (720) kernel methods (1096) graph theory (249) affinity matrix (38) unsupervised learning (3255)

Papers

Bid Farewell to Seesaw: Towards Accurate Long-Tail Session-Based Recommendation via Dual Constraints of Hybrid Intents AAAI 2026
MTRL-CG: Multi-Task Reinforcement Learning Method with Spectral Clustering-Based Task Grouping AAAI 2026
Deep Clustering Based on Sparse Kolmogorov-Arnold Network and Spectral Constraint AAAI 2026
Continual Learning in 3D Point Clouds: Employing Spectral Techniques for Exemplar Selection WACV 2025
Learning Semantic Part-Based Graph Structure for 3D Point Cloud Domain Generalization WACV 2025
SCCS: Deep Neural Spectral Clustering for Self-Supervised Subcellular Structure Segmentation AAAI 2025
Clustering by Mining Density Distributions and Splitting Manifold Structure AAAI 2025
Pay Attention to the Foreground in Object-Centric Learning CVPR 2025
Graph Consistency and Diversity Measurement for Federated Multi-View Clustering AAAI 2025
Spectral learning of multivariate extremes JMLR 2024
Deciphering 'What' and 'Where' Visual Pathways from Spectral Clustering of Layer-Distributed Neural Representations CVPR 2024
Individual-centered Partial Information in Social Networks JMLR 2024
Community Detection Guarantees using Embeddings Learned by Node2Vec NIPS 2024
Gap-Free Clustering: Sensitivity and Robustness of SDP COLT 2024
Revisiting Self-Supervised Heterogeneous Graph Learning from Spectral Clustering Perspective NIPS 2024
Self-Supervised Framework Based on Subject-Wise Clustering for Human Subject Time Series Data AAAI 2024
Graph Clustering Methods Derived from Column Subset Selection (Student Abstract) AAAI 2024
Equivalence between Graph Spectral Clustering and Column Subset Selection (Student Abstract) AAAI 2024
Rank and Align: Towards Effective Source-free Graph Domain Adaptation IJCAI 2024
Nonconvex Multiview Subspace Clustering Framework with Efficient Method Designs and Theoretical Analysis IJCAI 2024
DVSAI: Diverse View-Shared Anchors Based Incomplete Multi-View Clustering AAAI 2024
An Optimal Transport View for Subspace Clustering and Spectral Clustering AAAI 2024
Robust Spectral Clustering with Rank Statistics JMLR 2024
SCAT: A Time Series Forecasting with Spectral Central Alternating Transformers IJCAI 2024
Pass-Efficient Algorithms for Graph Spectral Clustering (Student Abstract) AAAI 2024