Anomaly Detection

Market Manipulation: An Adversarial Learning Framework for Detection and Evasion IJCAI 2020 MixedAD: A Scalable Algorithm for Detecting Mixed Anomalies in Attributed Graphs AAAI 2020 Old Is Gold: Redefining the Adversarially Learned One-Class Classifier Training Paradigm CVPR 2020 Outlier Detection Ensemble with Embedded Feature Selection AAAI 2020 RiskOracle: A Minute-Level Citywide Traffic Accident Forecasting Framework AAAI 2020 Spatial-Temporal Gaussian Scale Mixture Modeling for Foreground Estimation AAAI 2020 Supervised Discovery of Unknown Unknowns through Test Sample Mining (Student Abstract) AAAI 2020 Towards a Hierarchical Bayesian Model of Multi-View Anomaly Detection IJCAI 2020 Transfer Learning for Anomaly Detection through Localized and Unsupervised Instance Selection AAAI 2020 Unsupervised Anomaly Detection in Parole Hearings using Language Models EMNLP 2020 Who Are Controlled by The Same User? Multiple Identities Deception Detection via Social Interaction Activity (Student Abstract) AAAI 2020 A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data AAAI 2019 A Machine Learning Suite for Machine Components’ Health-Monitoring AAAI 2019 Anomaly Detection Using Autoencoders in High Performance Computing Systems AAAI 2019 C2AE: Class Conditioned Auto-Encoder for Open-Set Recognition CVPR 2019 Deep Robust Unsupervised Multi-Modal Network AAAI 2019 Detection Based Defense Against Adversarial Examples From the Steganalysis Point of View CVPR 2019 Early-Stopping of Scattering Pattern Observation with Bayesian Modeling AAAI 2019 Embedding-Based Complex Feature Value Coupling Learning for Detecting Outliers in Non-IID Categorical Data AAAI 2019 Functional Isolation Forest ACML 2019 Latent Space Autoregression for Novelty Detection CVPR 2019 Multivariate Triangular Quantile Maps for Novelty Detection NeurIPS 2019 Multi-View Anomaly Detection: Neighborhood in Locality Matters AAAI 2019 OCGAN: One-Class Novelty Detection Using GANs With Constrained Latent Representations CVPR 2019 Outlier Aware Network Embedding for Attributed Networks AAAI 2019