From Generation to Discrimination: Vision Foundation Models for Synthetic SEM Image Detection
P. Adwaith, A. K. Sah, Shanmuganathan Raman, Karthik Pushpavanam
This paper develops a deep learning framework to detect synthetic SEM images generated by GANs, using CLIP ViT-L-14 fine-tuned on real and synthetic datasets.
bioRxiv · Aug 17, 2026 · PreprintBioengineering