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Jing-Xuan Kang

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#machine learning Preprint Sep 2026

Constrained Edit Fields for Training-Free Flow Editing

Text-guided image editing aims to perform a desired edit while preserving source content unrelated to it. Pretrained rectified-flow models enable training-free editing of real images through modifications to their sampling trajectories. However, responses at locations unrelated to the desired edit can still accumulate...

Jing-Xuan Kang, Yin-Song Wang, Che Liu et al. · 0 citations