AI RESEARCH
Boosting Robust AIGI Detection with LoRA-based Pairwise Training
arXiv CS.CV
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ArXi:2604.12307v1 Announce Type: new The proliferation of highly realistic AI-Generated Image (AIGI) has necessitated the development of practical detection methods. While current AIGI detectors perform admirably on clean datasets, their detection performance frequently decreases when deployed "in the wild", where images are subjected to unpredictable, complex distortions. To resolve the critical vulnerability, we propose a novel LoRA-based Pairwise