Imagine Before You Draw: Visual Prompt Engineering for Image Generation
Visual Prompt Engineering (VPE) improves image generation quality and editing preservation by inserting SigLIP 2 visual tokens as an intermediate semantic plan. This addresses the difficulty of modeling text-to-image relationships by generating these visual prompts first, then using them to condition the full image generation process. VPE shows significant gains in quality and substantially better detail preservation during editing.