SPG: Sparse-Projected Guides with Sparse Autoencoders for Zero-Shot Anomaly Detection

Tomoyasu Nanaumi, Yukino Tsuzuki, Junichi Okubo +2

We study zero-shot anomaly detection and segmentation using frozen foundation model features, where all learnable parameters are trained only on a labeled auxiliary dataset and dep…