Author

Chenggong Hu

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Preprint Aug 2026

Model the Edit, Not the Image: Visual Autoregressive Editing from a Source-Centric Perspective

This work takes a source-centric perspective on VAR editing, in which the encoded source image tokens serve as the primary visual state and the editing process focuses on condition-induced changes, and proposes EditMod, which compares source- and target-conditioned predictions under a shared autoregressive context.

Hongyi Fang, Chu-Wen Xie, Benjia Zhou et al. · 0 citations