@article{mgspairmultigradesparseguidedimplicitrep, title = {MG-SpaIR: Multi-grade Sparse-guided Implicit Representation for Training-Data-Free Image Restoration}, author = {Jianmin Liao and Lei Huang and Ronglong Fang and Ashley Prater-Bennette and Lixin Shen and Yuesheng Xu}, year = {2026}, eprint = {2607.00138}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.00138}, }