AINeutralarXiv – CS AI · 7h ago6/10
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AnchorEdit: Maintaining Temporal Consistency in Multi-turn Image Editing via Causal Memory
Researchers introduce AnchorEdit, an autoregressive diffusion model designed for multi-turn image editing that maintains subject identity and consistency across 10+ sequential editing rounds. The framework uses a causal memory mechanism and three-stage training approach to address identity drift and error accumulation problems in iterative image manipulation tasks.