arXiv:2412.07225 [cs.CV]AbstractReferencesReviewsResources Classifications Subjects Themes Keywords advancing image restoration, image restoration tasks, bi-level optimization model establishing, echo upsampling, capturing long-range cross-scale spatial interaction Tags Journal Information Publisher Journal Year Month Volume Number Pages DOI URL Miscellaneous Typesetting Pages Language License Submit Reset