portfolioUser's headshot

Anomaly-detection

The identification of rare items, events, or observations which raise suspicions by differing significantly from the majority of the data.

RL Anomaly Detection
RL Anomaly Detection

Perspective on anomaly detection challenges and future in reinforcement learning.

Acoustic Leak Detection
Acoustic Leak Detection

Anomaly detection models for acoustic leak detection in water networks.

Sound Anomaly Transfer
Sound Anomaly Transfer

Image nets detect acoustic anomalies in machinery via spectrograms.

Anomalous Sound Features
Anomalous Sound Features

Pretrained networks extract features for anomalous industrial sound detection.

PEOC OOD Detection
PEOC OOD Detection

PEOC uses policy entropy for OOD detection in deep RL.

ErLoWa Leak Detection
ErLoWa Leak Detection

Deep learning detects acoustic water leaks with SWM.