Natural synthetic anomalies for self-supervised anomaly detection and localization

HM Schl�ter, J Tan, B Hou, B Kainz�- European Conference on Computer�…, 2022 - Springer
We introduce a simple and intuitive self-supervision task, Natural Synthetic Anomalies
(NSA), for training an end-to-end model for anomaly detection and localization using only�…

Natural Synthetic Anomalies for Self-supervised Anomaly Detection and Localization

HM Schl�ter, J Tan, B Hou, B Kainz�- European Conference on Computer�…, 2022 - dl.acm.org
We introduce a simple and intuitive self-supervision task, Natural Synthetic Anomalies
(NSA), for training an end-to-end model for anomaly detection and localization using only�…

Natural Synthetic Anomalies for Self-Supervised Anomaly Detection and Localization

HM Schl�ter, J Tan, B Hou, B Kainz�- arXiv preprint arXiv:2109.15222, 2021 - arxiv.org
We introduce a simple and intuitive self-supervision task, Natural Synthetic Anomalies
(NSA), for training an end-to-end model for anomaly detection and localization using only�…

Natural Synthetic Anomalies for Self-Supervised Anomaly Detection and Localization

HM Schl�ter, J Tan, B Hou, B Kainz�- arXiv e-prints, 2021 - ui.adsabs.harvard.edu
We introduce a simple and intuitive self-supervision task, Natural Synthetic Anomalies
(NSA), for training an end-to-end model for anomaly detection and localization using only�…