InfoFD detects AI-generated images by aligning compressed CLIP image features to orthogonalized text centroids, leveraging a layer-11 cosine-similarity bias between text and fake or real images.
Forgery-aware adaptive transformer for generalizable synthetic image detection
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Multimodal Conditional Information Bottleneck for Generalizable AI-Generated Image Detection
InfoFD detects AI-generated images by aligning compressed CLIP image features to orthogonalized text centroids, leveraging a layer-11 cosine-similarity bias between text and fake or real images.