2026
CacheEdit: Efficient Multi-round Image Editing via Adaptive Token-wise Reuse.
ICML 2026poster
Instruction-based image editing (IIE) is a vital tool for iterative content creation, enabling multi-round interactions that refine visual details while preserving cross-round consistency. However, this workflow is constrained by the compute-bound nature of Diffusion Transformers (DiTs): because DiT…