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Anomaly Detection

911 papers

Papers per year

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Papers

Rare Event Detection Using Disentangled Representation Learning CVPR 2019
ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous Features CVPR 2019
MVTec AD -- A Comprehensive Real-World Dataset for Unsupervised Anomaly Detection CVPR 2019
Detecting Overfitting of Deep Generative Networks via Latent Recovery CVPR 2019
Deep Transfer Learning for Multiple Class Novelty Detection CVPR 2019
Learning Regularity in Skeleton Trajectories for Anomaly Detection in Videos CVPR 2019
Convolutional Neural Networks Can Be Deceived by Visual Illusions CVPR 2019
FaceForensics++: Learning to Detect Manipulated Facial Images ICCV 2019
Memorizing Normality to Detect Anomaly: Memory-Augmented Deep Autoencoder for Unsupervised Anomaly Detection ICCV 2019
Detecting the Unexpected via Image Resynthesis ICCV 2019
Attributing Fake Images to GANs: Learning and Analyzing GAN Fingerprints ICCV 2019
GODS: Generalized One-Class Discriminative Subspaces for Anomaly Detection ICCV 2019
Anomaly Detection With Multiple-Hypotheses Predictions ICML 2019
Outlier Detection for Time Series with Recurrent Autoencoder Ensembles IJCAI 2019
Margin Learning Embedded Prediction for Video Anomaly Detection with A Few Anomalies IJCAI 2019
Unsupervised Lesion Detection via Image Restoration with a Normative Prior MIDL 2019
Deep Anomaly Detection Using Geometric Transformations NIPS 2018
Robust Detection of Adversarial Attacks by Modeling the Intrinsic Properties of Deep Neural Networks NIPS 2018
Multidimensional Time Series Anomaly Detection: A GRU-based Gaussian Mixture Variational Autoencoder Approach ACML 2018
Learning Rich Features for Image Manipulation Detection CVPR 2018
Focus Manipulation Detection via Photometric Histogram Analysis CVPR 2018
Adversarially Learned One-Class Classifier for Novelty Detection CVPR 2018
Real-World Anomaly Detection in Surveillance Videos CVPR 2018
Future Frame Prediction for Anomaly Detection – A New Baseline CVPR 2018
Deep One-Class Classification ICML 2018