UniFormaly: Towards Task-Agnostic Unified Framework for Visual Anomaly Detection

Yujin Lee, Harin Lim, Seoyoon Jang +1

Visual anomaly detection aims to learn normality from normal images, but existing approaches are fragmented across various tasks: defect detection, semantic anomaly detection, mult…