Anomaly Detection

Temporal Anomaly Detection: Calibrating the Surprise AAAI 2019 The Point Where Reality Meets Fantasy: Mixed Adversarial Generators for Image Splice Detection NeurIPS 2019 Transfer Anomaly Detection by Inferring Latent Domain Representations NeurIPS 2019 Unsupervised Lesion Detection via Image Restoration with a Normative Prior MIDL 2019 VizWiz-Priv: A Dataset for Recognizing the Presence and Purpose of Private Visual Information in Images Taken by Blind People CVPR 2019 Adversarially Learned One-Class Classifier for Novelty Detection CVPR 2018 Bubble Cooperative Networks for Identifying Important Speech Cues Interspeech 2018 Contextual Outlier Interpretation IJCAI 2018 Deep Anomaly Detection Using Geometric Transformations NeurIPS 2018 Deep into Hypersphere: Robust and Unsupervised Anomaly Discovery in Dynamic Networks IJCAI 2018 Deep One-Class Classification ICML 2018 Defoiling Foiled Image Captions NAACL 2018 Focus Manipulation Detection via Photometric Histogram Analysis CVPR 2018 Future Frame Prediction for Anomaly Detection – A New Baseline CVPR 2018 Learning Rich Features for Image Manipulation Detection CVPR 2018 Multidimensional Time Series Anomaly Detection: A GRU-based Gaussian Mixture Variational Autoencoder Approach ACML 2018 Real-World Anomaly Detection in Surveillance Videos CVPR 2018 Robust Detection of Adversarial Attacks by Modeling the Intrinsic Properties of Deep Neural Networks NeurIPS 2018 Agent-Centric Risk Assessment: Accident Anticipation and Risky Region Localization CVPR 2017 Deep Abnormality Detection in Video Data IJCAI 2017 Image Splicing Detection via Camera Response Function Analysis CVPR 2017 One Class Splitting Criteria for Random Forests ACML 2017 Provable Self-Representation Based Outlier Detection in a Union of Subspaces CVPR 2017 Seeing What Is Not There: Learning Context to Determine Where Objects Are Missing CVPR 2017 Stochastic Online Anomaly Analysis for Streaming Time Series IJCAI 2017