A Multi-modal one-class generative adversarial network for anomaly detection in manufacturing

no code implementations • ICLR 2019 • Shuhui Qu, Janghwan Lee, Wei Xiong, Wonhyouk Jang, Jie Wang

Since the generated samples simulate the low density area for each modal, the discriminator could directly detect anomalies from normal data.

Generative Adversarial Network One-Class Classification