Anomaly Detection

A Holistic Approach to Cross-Channel Image Noise Modeling and Its Application to Image Denoising CVPR 2016 Deep Structured Energy Based Models for Anomaly Detection ICML 2016 Determining Occlusions From Space and Time Image Reconstructions CVPR 2016 Learning Temporal Regularity in Video Sequences CVPR 2016 Multi-view Anomaly Detection via Robust Probabilistic Latent Variable Models NeurIPS 2016 Noisy Label Recovery for Shadow Detection in Unfamiliar Domains CVPR 2016 Robust Random Cut Forest Based Anomaly Detection on Streams ICML 2016 Sparse Representation of Multivariate Extremes with Applications to Anomaly Ranking AISTATS 2016 The Power of Adaptivity in Identifying Statistical Alternatives NeurIPS 2016 Towards Open Set Deep Networks CVPR 2016 Voting Detector: A Combination of Anomaly Detectors to Reveal Annotation Errors in TTS Corpora Interspeech 2016 What's Wrong With That Object? Identifying Images of Unusual Objects by Modelling the Detection Score Distribution CVPR 2016 Hidden Markov Anomaly Detection ICML 2015 Learning Discriminative Reconstructions for Unsupervised Outlier Removal ICCV 2015 Leave-One-Out Kernel Optimization for Shadow Detection ICCV 2015 Small Instance Detection by Integer Programming on Object Density Maps CVPR 2015 SWIFT: Sparse Withdrawal of Inliers in a First Trial CVPR 2015 Unsupervised Trajectory Clustering via Adaptive Multi-Kernel-Based Shrinkage ICCV 2015 Video Anomaly Detection and Localization Using Hierarchical Feature Representation and Gaussian Process Regression CVPR 2015 Anomaly Ranking as Supervised Bipartite Ranking ICML 2014 Discriminative Blur Detection Features CVPR 2014 Predicting Failures of Vision Systems CVPR 2014 Unsupervised One-Class Learning for Automatic Outlier Removal CVPR 2014 Correntropy Induced L2 Graph for Robust Subspace Clustering ICCV 2013 Fast Generalized Subset Scan for Anomalous Pattern Detection JMLR 2013