Continuous Expert Assembly: Instance-Conditioned Low-Rank Residuals for All-in-One Image Restoration

arXiv:2605.06127v1 Announce Type: cross Abstract: Real-world image degradation is often unknown, spatially non-uniform, and compositional, requiring all-in-one restoration models to adapt a single set of weights to diverse local corruption patterns without test-time degradation labels. Existing...