Author

Arman Taghizadeh

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Preprint Sep 2026

Zero-Shot Object Removal via Attention Masking, Latent Anchoring, and Refinement

This paper proposes a zero-shot framework for constrained latent inpainting with a frozen pretrained Stable Diffusion model, requiring no task-specific training or model fine-tuning and demonstrates effective object removal and context-consistent replacement content.

Arman Taghizadeh, U. Krumnack, Kai-Uwe Kühnberger · 0 citations