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spectral embedding

40 papers

Papers

Diversity Preserving Coresets for Image Quality Assessment WACV 2026 Multi-Hierarchical Contrastive Spectral Fusion for Multi-View Clustering CVPR 2026 Explainable Chain-of-Thought Reasoning: An Empirical Analysis on State-Aware Reasoning Dynamics EMNLP 2025 Highly Efficient Rotation-Invariant Spectral Embedding for Scalable Incomplete Multi-View Clustering AAAI 2025 Unsupervised Attributed Dynamic Network Embedding with Stability Guarantees UAI 2025 When Can We Approximate Wide Contrastive Models with Neural Tangent Kernels and Principal Component Analysis? AAAI 2025 A Non-parametric Graph Clustering Framework for Multi-View Data AAAI 2024 DVSAI: Diverse View-Shared Anchors Based Incomplete Multi-View Clustering AAAI 2024 BASiS: Batch Aligned Spectral Embedding Space CVPR 2023 Laplacian Canonization: A Minimalist Approach to Sign and Basis Invariant Spectral Embedding NeurIPS 2023 Learning Neural Eigenfunctions for Unsupervised Semantic Segmentation ICCV 2023 Neural Harmonics: Bridging Spectral Embedding and Matrix Completion in Self-Supervised Learning NeurIPS 2023 Structure of Nonlinear Node Embeddings in Stochastic Block Models AISTATS 2023 Contrastive and Non-Contrastive Self-Supervised Learning Recover Global and Local Spectral Embedding Methods NeurIPS 2022 Generalised Implicit Neural Representations NeurIPS 2022 Hypergraph Modeling via Spectral Embedding Connection: Hypergraph Cut, Weighted Kernel k-Means, and Heat Kernel AAAI 2022 Robust and scalable manifold learning via landmark diffusion for long-term medical signal processing JMLR 2022 The Importance of Being Correlated: Implications of Dependence in Joint Spectral Inference across Multiple Networks JMLR 2022 Inference for Multiple Heterogeneous Networks with a Common Invariant Subspace JMLR 2021 LDLE: Low Distortion Local Eigenmaps JMLR 2021 Matrix factorisation and the interpretation of geodesic distance NeurIPS 2021 Spectral embedding for dynamic networks with stability guarantees NeurIPS 2021 What to Select: Pursuing Consistent Motion Segmentation from Multiple Geometric Models AAAI 2021 Competing Speaker Count Estimation on the Fusion of the Spectral and Spatial Embedding Space Interspeech 2020 Manifold structure in graph embeddings NeurIPS 2020