AI RESEARCH
PANDORA: Pixel-wise Attention Dissolution and Latent Guidance for Zero-Shot Object Removal
arXiv CS.CV
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ArXi:2603.27555v1 Announce Type: new Removing objects from natural images is challenging due to difficulty of synthesizing semantically coherent content while preserving background integrity. Existing methods often rely on fine-tuning, prompt engineering, or inference-time optimization, yet still suffer from texture inconsistency, rigid artifacts, weak foreground-background disentanglement, and poor scalability for multi-object removal.