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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

A Graphical Model Approach for Matching Partial Signatures CVPR 2015
Membership Representation for Detecting Block-Diagonal Structure in Low-Rank or Sparse Subspace Clustering CVPR 2015
Superpixel Segmentation Using Linear Spectral Clustering CVPR 2015
Structured Sparse Subspace Clustering: A Unified Optimization Framework CVPR 2015
Generic Promotion of Diffusion-Based Salient Object Detection ICCV 2015
A Provable Generalized Tensor Spectral Method for Uniform Hypergraph Partitioning ICML 2015
The Consistency of Common Neighbors for Link Prediction in Stochastic Blockmodels NIPS 2015
Temporal Subspace Clustering for Human Motion Segmentation ICCV 2015
Tight Continuous Relaxation of the Balanced k-Cut Problem NIPS 2014
Multi-feature Spectral Clustering with Minimax Optimization CVPR 2014
Randomized Nonlinear Component Analysis ICML 2014
Optimal Data Collection For Informative Rankings Expose Well-Connected Graphs JMLR 2014
Constructing Robust Affinity Graphs for Spectral Clustering CVPR 2014
Streaming, Memory Limited Algorithms for Community Detection NIPS 2014
Spectral Clustering of graphs with the Bethe Hessian NIPS 2014
Permutation Diffusion Maps (PDM) with Application to the Image Association Problem in Computer Vision NIPS 2014
Semi-Supervised Eigenvectors for Large-Scale Locally-Biased Learning JMLR 2014
The f-Adjusted Graph Laplacian: a Diagonal Modification with a Geometric Interpretation ICML 2014
Unsupervised Spectral Dual Assignment Clustering of Human Actions in Context CVPR 2014
Robust Subspace Segmentation with Block-diagonal Prior CVPR 2014
Spectral Graph Reduction for Efficient Image and Streaming Video Segmentation CVPR 2014
Transitive Distance Clustering with K-Means Duality CVPR 2014
Spectral Clustering with Jensen-type Kernels and their Multi-point Extensions CVPR 2014
Consistency of Spectral Partitioning of Uniform Hypergraphs under Planted Partition Model NIPS 2014
Semi-supervised Spectral Clustering for Image Set Classification CVPR 2014