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Clustering

3615 directly classified papers

Papers per year

Papers

A Video Representation Using Temporal Superpixels CVPR 2013
Semi-supervised Clustering by Input Pattern Assisted Pairwise Similarity Matrix Completion ICML 2013
A Practical Algorithm for Topic Modeling with Provable Guarantees ICML 2013
A Fast Semidefinite Approach to Solving Binary Quadratic Problems CVPR 2013
Fast Rigid Motion Segmentation via Incrementally-Complex Local Models CVPR 2013
Subtle Topic Models and Discovering Subtly Manifested Software Concerns Automatically ICML 2013
Discriminative Sub-categorization CVPR 2013
A Variational Approximation for Topic Modeling of Hierarchical Corpora ICML 2013
Stochastic blockmodel approximation of a graphon: Theory and consistent estimation NIPS 2013
Quantize and Conquer: A Dimensionality-Recursive Solution to Clustering, Vector Quantization, and Image Retrieval ICCV 2013
Entropic Affinities: Properties and Efficient Numerical Computation ICML 2013
Weakly-Supervised Dual Clustering for Image Semantic Segmentation CVPR 2013
Hierarchical Video Representation with Trajectory Binary Partition Tree CVPR 2013
Scalable Sparse Subspace Clustering CVPR 2013
Modeling Musical Influence with Topic Models ICML 2013
Correlation Adaptive Subspace Segmentation by Trace Lasso ICCV 2013
A Framework for Shape Analysis via Hilbert Space Embedding ICCV 2013
Online Motion Segmentation Using Dynamic Label Propagation ICCV 2013
Minimal Basis Facility Location for Subspace Segmentation ICCV 2013
Perspective Motion Segmentation via Collaborative Clustering ICCV 2013
Rapid Distance-Based Outlier Detection via Sampling NIPS 2013
Motion-Aware KNN Laplacian for Video Matting ICCV 2013
Cluster Analysis: Unsupervised Learning via Supervised Learning with a Non-convex Penalty JMLR 2013
Maximum Volume Clustering: A New Discriminative Clustering Approach JMLR 2013
Polynomial Runtime Bounds for Fixed-Rank Unsupervised Least-Squares Classification ACML 2013