11 citations · 15 across the 2 of their papers we have counts for
3 papers
Anomaly Detection with Domain Adaptation
Ziyi Yang, Iman Soltani Bozchalooi, Eric Darve
We study the problem of semi-supervised anomaly detection with domain adaptation. Given a set of normal data from a source domain and a limited amount of normal examples from a tar…
Memory Augmented Generative Adversarial Networks for Anomaly Detection
Ziyi Yang, Teng Zhang, Iman Soltani Bozchalooi +1
In this paper, we present a memory-augmented algorithm for anomaly detection. Classical anomaly detection algorithms focus on learning to model and generate normal data, but typica…
Regularized Cycle Consistent Generative Adversarial Network for Anomaly Detection
Ziyi Yang, Iman Soltani Bozchalooi, Eric Darve
In this paper, we investigate algorithms for anomaly detection. Previous anomaly detection methods focus on modeling the distribution of non-anomalous data provided during training…