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Jun-Yuan Deng

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#artificial intelligence Preprint Oct 2026

WorldSR: Harnessing World Knowledge Search for Grounded Image Super-Resolution

WorldSR is a novel framework that augments SR with explicit, entity-aligned visual world knowledge and suggests that entity-level grounding in external visual world knowledge provides a simple and effective complement to model-bound generative priors.

Jun-Yuan Deng, Xinyi Wu, Zhenyao Wu et al. · 0 citations