Foundation Models and Transformers for Anomaly Detection: A SurveyInformation Fusion (Inf. Fusion), 2025 |
SAM-LAD: Segment Anything Model Meets Zero-Shot Logic Anomaly DetectionKnowledge-Based Systems (KBS), 2024 |
VarAD: Lightweight High-Resolution Image Anomaly Detection via Visual
Autoregressive ModelingIEEE Transactions on Industrial Informatics (IEEE TII), 2024 |
LogiCode: an LLM-Driven Framework for Logical Anomaly DetectionIEEE Transactions on Automation Science and Engineering (T-ASE), 2024 |