Clustering

Visual Path Prediction in Complex Scenes With Crowded Moving Objects CVPR 2016 3D Fragment Reassembly Using Integrated Template Guidance and Fracture-Region Matching ICCV 2015 A class of network models recoverable by spectral clustering NeurIPS 2015 A Convex Exemplar-based Approach to MAD-Bayes Dirichlet Process Mixture Models ICML 2015 A Convex Optimization Framework for Bi-Clustering ICML 2015 Action Detection by Implicit Intentional Motion Clustering ICCV 2015 Adaptive Low-Complexity Sequential Inference for Dirichlet Process Mixture Models NeurIPS 2015 A Deterministic Analysis of Noisy Sparse Subspace Clustering for Dimensionality-reduced Data ICML 2015 A Dirichlet Process Mixture Model for Spherical Data AISTATS 2015 A Divide and Conquer Framework for Distributed Graph Clustering ICML 2015 Alpha-Beta Divergences Discover Micro and Macro Structures in Data ICML 2015 A Provable Generalized Tensor Spectral Method for Uniform Hypergraph Partitioning ICML 2015 A Reduced-Dimension fMRI Shared Response Model NeurIPS 2015 Automatic Concept Discovery From Parallel Text and Visual Corpora ICCV 2015 Beyond Hartigan Consistency: Merge Distortion Metric for Hierarchical Clustering COLT 2015 Cluster-Based Point Set Saliency ICCV 2015 Community Detection Using Time-Dependent Personalized PageRank ICML 2015 Community Detection via Measure Space Embedding NeurIPS 2015 Comparing Hard and Overlapping Clusterings JMLR 2015 Consistent estimation of dynamic and multi-layer block models ICML 2015 Convex Multi-Task Learning by Clustering AISTATS 2015 Coresets for Nonparametric Estimation - the Case of DP-Means ICML 2015 Correlation Clustering in Data Streams ICML 2015 Correlation Clustering with Noisy Partial Information COLT 2015 Data modeling with the elliptical gamma distribution AISTATS 2015