Yiqing Tao

Latent Regularized Generative Dual Adversarial Network For Abnormal Detection

With the development of adversarial attack in deep learning, it is critical for abnormal detector to not only discover the out-of-distribution samples but also provide defence against the adversarial attacker. Since few previous universal detector is known to work well on both tasks, we consider aga…