LoRC: Detecting AI-Generated Images via Low-Rank Collapse in Semantic Residuals

Haozhen Yan, Ruoxin Chen, Jiahui Zhan +6

Modern generators faithfully model macroscopic semantics, producing synthetic images that appear highly realistic. Consequently, decisive forensic cues reside in subtle non-semanti…