Guansong

deviation-network. Source code of the KDD19 paper "Deep anomaly detection with deviation networks", weakly/partially supervised anomaly detection, few-shot anomaly detection, semi-supervised anomaly detection

SOTA-Deep-Anomaly-Detection. List of implementation of SOTA deep anomaly detection methods

deep-outlier-detection. Deep distance-based outlier detection published in KDD18: Learning representations specifically for distance-based outlier detection. Few-shot outlier detection

DSFS. Unsupervised Feature Selection for Outlier Detection

COCL. Official implementation for "Out-of-Distribution Detection in Long-Tailed Recognition with Calibrated Outlier Class Learning" (AAAI'24)

DRA. Official PyTorch implementation of the CVPR2022 paper “Catching Both Gray and Black Swans: Open-set Supervised Anomaly Detection”, open-set anomaly detection, few-shot anomaly detection.