2026
RegionCache: Semantic-Aware Region Reuse for Efficient Multi-Turn Image Generation
IJCAI 2026
Real-world image generation generally requires multi-turn editing, where users iteratively refine a small region while the majority of the image remains stable across turns. Despite this strong region-level stability, existing diffusion transformer (DiT)–based editing pipelines recompute the entire