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Author

Jindong Yang

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Jul 2026

FARI: Robust One-Step Inversion for Watermarking in Diffusion Models

FARI is proposed, a one-step inversion framework paired with lightweight adversarial LoRA fine-tuning of the denoiser for watermark extraction that surpasses 50-step DDIM inversion on watermark-verification robustness while dramatically reducing inference time.

Jindong Yang, Han Fang, Wei-Ming Zhang et al. · 1 citation

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