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

arXiv:2610.28423v1 Announce Type: cross Abstract: Generative-prior-based super-resolution (SR) methods leverage implicit knowledge learned from large-scale models to enhance low-resolution inputs. However, such priors are inherently stochastic and optimized fo