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anomaly detection

740 papers

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IAD UAD AD

Co-occurring keywords

unsupervised learning (3255) out-of-distribution detection (611) self-supervised learning (3751) representation learning (6174) diffusion model (3720) graph neural network (3945) semantic segmentation (3179) generative model (2889) contrastive learning (3979) outlier detection (318)

Papers

Hidden Markov Anomaly Detection ICML 2015
Video Anomaly Detection and Localization Using Hierarchical Feature Representation and Gaussian Process Regression CVPR 2015
Learning Efficient Anomaly Detectors from K-NN Graphs AISTATS 2015
On Anomaly Ranking and Excess-Mass Curves AISTATS 2015
Anomaly Ranking as Supervised Bipartite Ranking ICML 2014
A Plug-in Approach to Neyman-Pearson Classification JMLR 2013
Scoring anomalies: a M-estimation formulation AISTATS 2013
Object-Centric Anomaly Detection by Attribute-Based Reasoning CVPR 2013
Relative Attributes for Large-Scale Abandoned Object Detection ICCV 2013
Online Dominant and Anomalous Behavior Detection in Videos CVPR 2013
Rapid Distance-Based Outlier Detection via Sampling NIPS 2013
Near-optimal Anomaly Detection in Graphs using Lovasz Extended Scan Statistic NIPS 2013
q-OCSVM: A q-Quantile Estimator for High-Dimensional Distributions NIPS 2013
Augmenting Bag-of-Words: Data-Driven Discovery of Temporal and Structural Information for Activity Recognition CVPR 2013
Security Analysis of Online Centroid Anomaly Detection JMLR 2012
Local Anomaly Detection AISTATS 2012
Robust Kernel Density Estimation JMLR 2012
Entropy Estimations Using Correlated Symmetric Stable Random Projections NIPS 2012
Multi-criteria Anomaly Detection using Pareto Depth Analysis NIPS 2012
Neyman-Pearson Classification, Convexity and Stochastic Constraints JMLR 2011
Efficient anomaly detection using bipartite k-NN graphs NIPS 2011
Unsupervised Similarity-Based Risk Stratification for Cardiovascular Events Using Long-Term Time-Series Data JMLR 2011
Group Anomaly Detection using Flexible Genre Models NIPS 2011
Neyman-Pearson classification under a strict constraint COLT 2011
Hierarchical Probabilistic Models for Group Anomaly Detection AISTATS 2011