anomaly detection

Stochastic Proximal AUC Maximization JMLR 2021 TADPOLE: Task ADapted Pre-Training via AnOmaLy DEtection EMNLP 2021 Time Series Anomaly Detection with Multiresolution Ensemble Decoding AAAI 2021 Time Series Data Augmentation for Deep Learning: A Survey IJCAI 2021 TODS: An Automated Time Series Outlier Detection System AAAI 2021 Towards Consumer Loan Fraud Detection: Graph Neural Networks with Role-Constrained Conditional Random Field AAAI 2021 Triggering Failures: Out-of-Distribution Detection by Learning From Local Adversarial Attacks in Semantic Segmentation ICCV 2021 TrustMAE: A Noise-Resilient Defect Classification Framework Using Memory-Augmented Auto-Encoders With Trust Regions WACV 2021 Unsupervised anomaly detection with adversarial mirrored autoencoders UAI 2021 Unsupervised Brain Anomaly Detection and Segmentation with Transformers MIDL 2021 Variation and generality in encoding of syntactic anomaly information in sentence embeddings EMNLP 2021 (1 + epsilon)-class Classification: an Anomaly Detection Method for Highly Imbalanced or Incomplete Data Sets JMLR 2020 Adversarial Discriminative Attention for Robust Anomaly Detection WACV 2020 An Anomaly Detection and Explainability Framework using Convolutional Autoencoders for Data Storage Systems IJCAI 2020 An Automatic Shoplifting Detection from Surveillance Videos (Student Abstract) AAAI 2020 CableMon: Improving the Reliability of Cable Broadband Networks via Proactive Network Maintenance NSDI 2020 Catching Cheats: Detecting Strategic Manipulation in Distributed Optimisation of Electric Vehicle Aggregators (Extended Abstract) IJCAI 2020 Celeb-DF: A Large-Scale Challenging Dataset for DeepFake Forensics CVPR 2020 Classification-Based Anomaly Detection for General Data ICLR 2020 Class Prior Estimation in Active Positive and Unlabeled Learning IJCAI 2020 Cross-Interaction Hierarchical Attention Networks for Urban Anomaly Prediction IJCAI 2020 DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection CVPR 2020 Deep Semi-Supervised Anomaly Detection ICLR 2020 Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error IJCAI 2020 Detecting Out-of-Distribution Examples with Gram Matrices ICML 2020