Dual-encoder Bidirectional Generative Adversarial Networks for Anomaly Detection

no code implementations • 22 Dec 2020 • Teguh Budianto, Tomohiro Nakai, Kazunori Imoto, Takahiro Takimoto, Kosuke Haruki

Through the learning mechanism, the proposed method aims to reduce the problem of bad cycle consistency, in which a bidirectional GAN might not be able to reproduce samples with a large difference between normal and abnormal samples.

Anomaly Detection