Xia Cui

Lightweight anomaly detection via knowledge distillation from ensemble teachers

This repository contains the code for the paper "Lightweight Anomaly Detection via Knowledge Distillation from Ensemble Teachers". The method uses a heterogeneous ensemble of Isolation Forests as the teacher and a lightweight MLP as the student. Knowledge is transferred via Kullb...