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image forgery detection 1localization 1reasoning traces 1reinforcement learning 1vision-language models 1

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20242026
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cs.CV2026

Can Vision-Language Models Reason about AI Edits in Images?

Darsha Udayanga, Pin-Yu Chen, Payel Das +1

The paper explores training vision-language models with reinforcement learning to detect and localize AI-generated image edits, using reasoning traces and a lightweight segmentatio…