2026
SODiff：Semantic-Oriented Diffusion Model for JPEG Compression Artifacts Removal
AAAI 2026technical
JPEG, as a widely used image compression standard, often introduces severe visual artifacts when achieving high compression ratios. Although existing deep learning-based restoration methods have made considerable progress, they often struggle to recover complex texture details, resulting in over-smo