DARS: Dual-Level Credit Assignment RL with Structured Reasoning for Instruction-Based Image Editing

Haoxiang Cao, Jiajiong Cao, Xuanpu Zhang +2

Instruction-based image editing uses a planner-renderer pipeline: a vision-language model (VLM) first converts the instruction into an edit plan, and a diffusion model then execute…