2 papers
cs.CV2026
Training-Free Zero-Shot Anomaly Detection in 3D Brain MRI with 2D Foundation Models
Tai Le-Gia, Jaehyun Ahn
Zero-shot anomaly detection (ZSAD) has gained increasing attention in medical imaging as a way to identify abnormalities without task-specific supervision, but most advances remain…
cs.CV2025
On the Problem of Consistent Anomalies in Zero-Shot Industrial Anomaly Detection
Tai Le-Gia, Ahn Jaehyun
Zero-shot image anomaly classification (AC) and segmentation (AS) are vital for industrial quality control, detecting defects without prior training data. Existing representation-b…