Anomaly Detection

Learning without Human Scores for Blind Image Quality Assessment CVPR 2013 Near-optimal Anomaly Detection in Graphs using Lovasz Extended Scan Statistic NeurIPS 2013 Object-Centric Anomaly Detection by Attribute-Based Reasoning CVPR 2013 Online Dominant and Anomalous Behavior Detection in Videos CVPR 2013 q-OCSVM: A q-Quantile Estimator for High-Dimensional Distributions NeurIPS 2013 Relative Attributes for Large-Scale Abandoned Object Detection ICCV 2013 Robust Dictionary Learning by Error Source Decomposition ICCV 2013 Saliency Detection: A Boolean Map Approach ICCV 2013 Scoring anomalies: a M-estimation formulation AISTATS 2013 Statistical Textural Distinctiveness for Salient Region Detection in Natural Images CVPR 2013 What Makes a Patch Distinct? CVPR 2013 Local Kernel Density Ratio-Based Feature Selection for Outlier Detection ACML 2012 Multi-criteria Anomaly Detection using Pareto Depth Analysis NeurIPS 2012 Group Anomaly Detection using Flexible Genre Models NeurIPS 2011 Hierarchical Probabilistic Models for Group Anomaly Detection AISTATS 2011 Learning to Locate Relative Outliers ACML 2011 Unsupervised Similarity-Based Risk Stratification for Cardiovascular Events Using Long-Term Time-Series Data JMLR 2011 Subgraph Detection Using Eigenvector L1 Norms NeurIPS 2010 Anomaly Detection with Score functions based on Nearest Neighbor Graphs NeurIPS 2009 Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Matrices via Convex Optimization NeurIPS 2009 White Functionals for Anomaly Detection in Dynamical Systems NeurIPS 2009 Beyond Novelty Detection: Incongruent Events, when General and Specific Classifiers Disagree NeurIPS 2008 Geometric entropy minimization (GEM) for anomaly detection and localization NeurIPS 2006 In-Network PCA and Anomaly Detection NeurIPS 2006 A Classification Framework for Anomaly Detection JMLR 2005