Anomaly Detection

TR-Rules: Rule-based Model for Link Forecasting on Temporal Knowledge Graph Considering Temporal Redundancy EMNLP 2023 Truncated Affinity Maximization: One-class Homophily Modeling for Graph Anomaly Detection NeurIPS 2023 Unsupervised Deep Subgraph Anomaly Detection (Extended Abstract) IJCAI 2023 Zero-Shot Anomaly Detection via Batch Normalization NeurIPS 2023 ADBench: Anomaly Detection Benchmark NeurIPS 2022 An Interactive Explanatory AI System for Industrial Quality Control AAAI 2022 Anomaly Detection via Reverse Distillation From One-Class Embedding CVPR 2022 AnoShift: A Distribution Shift Benchmark for Unsupervised Anomaly Detection NeurIPS 2022 AutoMS: Automatic Model Selection for Novelty Detection with Error Rate Control NeurIPS 2022 BOND: Benchmarking Unsupervised Outlier Node Detection on Static Attributed Graphs NeurIPS 2022 Boosting Out-of-distribution Detection with Typical Features NeurIPS 2022 Calibrated Nonparametric Scan Statistics for Anomalous Pattern Detection in Graphs AAAI 2022 Can Abnormality be Detected by Graph Neural Networks? IJCAI 2022 Catching Both Gray and Black Swans: Open-Set Supervised Anomaly Detection CVPR 2022 CCA: An ML Pipeline for Cloud Anomaly Troubleshooting AAAI 2022 Deep Decomposition for Stochastic Normal-Abnormal Transport CVPR 2022 Deep One-Class Classification via Interpolated Gaussian Descriptor AAAI 2022 Detection of Adversarial Examples in Text Classification: Benchmark and Baseline via Robust Density Estimation ACL 2022 DGraph: A Large-Scale Financial Dataset for Graph Anomaly Detection NeurIPS 2022 Differentially Describing Groups of Graphs AAAI 2022 Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks EMNLP 2022 Few-Shot Fast-Adaptive Anomaly Detection NeurIPS 2022 Hyperparameter Sensitivity in Deep Outlier Detection: Analysis and a Scalable Hyper-Ensemble Solution NeurIPS 2022 LUNAR: Unifying Local Outlier Detection Methods via Graph Neural Networks AAAI 2022 OpenOOD: Benchmarking Generalized Out-of-Distribution Detection NeurIPS 2022