When Generated Images Look Right and Retrieve Wrong: Coverage-Guided Cross-Scale Re-Indexing for Knowledge-Faithful Generative Perception

Guangyuan Dong, Chuang Liu, Yangchen Zeng +6

Multimodal information systems increasingly route generated visual content back through the same vision-language index that informed its production, so the output must remain retri…