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Ao-Chen He

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Preprint Sep 2026

Refinement Is Inherently Editable: Training-Free Prompt-to-Prompt Image Editing with Generative Refinement Network

Text-guided image editing must introduce the requested changes while preserving unrelated source content. In training-free editing, diffusion editors often use spatial controls whose inaccuracies can leave edits incomplete or alter unrelated regions. Causal autoregressive editors face a further constraint: their fixed...

Yu-Long Chen, Zi-Qian Zhang, Hao-Yu Zhang et al. · 0 citations

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