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Clustering

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Papers

A Speaker Diarization System for Studying Peer-Led Team Learning Groups INTERSPEECH 2016
Priors for Speaker Counting and Diarization with AHC INTERSPEECH 2016
Two-Pass IB Based Speaker Diarization System Using Meeting-Specific ANN Based Features INTERSPEECH 2016
Joint Sound Source Separation and Speaker Recognition INTERSPEECH 2016
From Keyframes to Key Objects: Video Summarization by Representative Object Proposal Selection CVPR 2016
Discriminatively Embedded K-Means for Multi-View Clustering CVPR 2016
Mixture of Bilateral-Projection Two-Dimensional Probabilistic Principal Component Analysis CVPR 2016
Supervised Learning of Acoustic Models in a Zero Resource Setting to Improve DPGMM Clustering INTERSPEECH 2016
GOGMA: Globally-Optimal Gaussian Mixture Alignment CVPR 2016
A 3D Morphable Model Learnt From 10,000 Faces CVPR 2016
Robust Tensor Factorization With Unknown Noise CVPR 2016
Subspace Clustering With Priors via Sparse Quadratically Constrained Quadratic Programming CVPR 2016
Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering CVPR 2016
Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit CVPR 2016
Hierarchical Object Representation for Open-Ended Object Category Learning and Recognition NIPS 2016
Fast learning rates with heavy-tailed losses NIPS 2016
Learning Deep Parsimonious Representations NIPS 2016
Unsupervised Learning from Noisy Networks with Applications to Hi-C Data NIPS 2016
Single-Channel Multi-Speaker Separation Using Deep Clustering INTERSPEECH 2016
Strong Coresets for Hard and Soft Bregman Clustering with Applications to Exponential Family Mixtures AISTATS 2016
Online Low-Rank Subspace Clustering by Basis Dictionary Pursuit ICML 2016
Nested Mini-Batch K-Means NIPS 2016
Graph Clustering: Block-models and model free results NIPS 2016
Robust Spectral Detection of Global Structures in the Data by Learning a Regularization NIPS 2016
Community Detection on Evolving Graphs NIPS 2016