2 papers
cs.CV2026
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…
cs.CV2024
Low-Quality Image Detection by Hierarchical VAE
Tomoyasu Nanaumi, Kazuhiko Kawamoto, Hiroshi Kera
To make an employee roster, photo album, or training dataset of generative models, one needs to collect high-quality images while dismissing low-quality ones. This study addresses…