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cs.CV2025

Stencil: Subject-Driven Generation with Context Guidance

Gordon Chen, Ziqi Huang, Cheston Tan +1

Recent text-to-image diffusion models can generate striking visuals from text prompts, but they often fail to maintain subject consistency across generations and contexts. One majo…