Tian Fan

A Hierarchical Flow for Few-shot Anomaly Detection via Global-local Aggregation Strategy

In industrial scenarios, existing deep generative methods face the challenge of adapting to new domains with limited data for anomaly detection. Flow-based generative models are efficient but fail to perform well in out-of-distribution detection due to the inductive bias. To solve these problems, we…