Anomaly Detection

Rate-distortion optimization guided autoencoder for isometric embedding in Euclidean latent space ICML 2020 Resolving Pronouns in Twitter Streams: Context can Help! COLING 2020 Robustness of Autoencoders for Anomaly Detection Under Adversarial Impact IJCAI 2020 Scalable Detection of Offensive and Non-compliant Content / Logo in Product Images WACV 2020 Self-Trained Deep Ordinal Regression for End-to-End Video Anomaly Detection CVPR 2020 Single-Step Adversarial Training With Dropout Scheduling CVPR 2020 Street Scene: A new dataset and evaluation protocol for video anomaly detection WACV 2020 Timeseries Anomaly Detection using Temporal Hierarchical One-Class Network NeurIPS 2020 Towards a Hierarchical Bayesian Model of Multi-View Anomaly Detection IJCAI 2020 Towards Visually Explaining Variational Autoencoders CVPR 2020 Transfer Learning for Anomaly Detection through Localized and Unsupervised Instance Selection AAAI 2020 Two-branch Recurrent Network for Isolating Deepfakes in Videos ECCV 2020 Understanding Anomaly Detection with Deep Invertible Networks through Hierarchies of Distributions and Features NeurIPS 2020 Uninformed Students: Student-Teacher Anomaly Detection With Discriminative Latent Embeddings CVPR 2020 An Encoding Adversarial Network for Anomaly Detection ACML 2019 A New Defense Against Adversarial Images: Turning a Weakness into a Strength NeurIPS 2019 Anomaly Detection Using Autoencoders in High Performance Computing Systems AAAI 2019 Anomaly Detection With Multiple-Hypotheses Predictions ICML 2019 Attributing Fake Images to GANs: Learning and Analyzing GAN Fingerprints ICCV 2019 Confidence Scoring Using Whitebox Meta-models with Linear Classifier Probes AISTATS 2019 Content Authentication for Neural Imaging Pipelines: End-To-End Optimization of Photo Provenance in Complex Distribution Channels CVPR 2019 Convolutional Neural Networks Can Be Deceived by Visual Illusions CVPR 2019 Deep Transfer Learning for Multiple Class Novelty Detection CVPR 2019 DeepUSPS: Deep Robust Unsupervised Saliency Prediction via Self-supervision NeurIPS 2019 Detecting Overfitting of Deep Generative Networks via Latent Recovery CVPR 2019