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spectral clustering

329 papers

SC

Papers

Bid Farewell to Seesaw: Towards Accurate Long-Tail Session-Based Recommendation via Dual Constraints of Hybrid Intents AAAI 2026 Deep Clustering Based on Sparse Kolmogorov-Arnold Network and Spectral Constraint AAAI 2026 DiverseGRPO: Mitigating Mode Collapse in Image Generation via Diversity-Aware GRPO CVPR 2026 Graph-based Clustering Revisited: A Relaxation of Kernel k-Means Perspective JMLR 2026 ModeX: Evaluator-Free Best-of-N Selection for Open-Ended Generation ACL 2026 MTRL-CG: Multi-Task Reinforcement Learning Method with Spectral Clustering-Based Task Grouping AAAI 2026 Unsupervised Feature Selection via Nonnegative Orthogonal Constrained Regularized Minimization JMLR 2026 Accelerating Spectral Clustering under Fairness Constraints ICML 2025 Clustering by Mining Density Distributions and Splitting Manifold Structure AAAI 2025 Community detection with the Bethe-Hessian COLT 2025 Continual Learning in 3D Point Clouds: Employing Spectral Techniques for Exemplar Selection WACV 2025 Coreset Spectral Clustering ICLR 2025 Deep Clustering via Probabilistic Ratio-Cut Optimization AISTATS 2025 Deep Signature: Characterization of Large-Scale Molecular Dynamics ICLR 2025 Dynamic Similarity Graph Construction with Kernel Density Estimation ICML 2025 Empirical Error Estimates for Graph Sparsification AISTATS 2025 Fitting Networks with a Cancellation Trick ICLR 2025 Graph Consistency and Diversity Measurement for Federated Multi-View Clustering AAAI 2025 HYGMA: Hypergraph Coordination Networks with Dynamic Grouping for Multi-Agent Reinforcement Learning ICML 2025 Learning Semantic Part-Based Graph Structure for 3D Point Cloud Domain Generalization WACV 2025 Pay Attention to the Foreground in Object-Centric Learning CVPR 2025 Revisiting Instance-Optimal Cluster Recovery in the Labeled Stochastic Block Model ICML 2025 SCCS: Deep Neural Spectral Clustering for Self-Supervised Subcellular Structure Segmentation AAAI 2025 Selecting the Number of Communities for Weighted Degree-Corrected Stochastic Block Models AISTATS 2025 URLOST: Unsupervised Representation Learning without Stationarity or Topology ICLR 2025