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2026 1

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Image Editing Models are Numerical Solvers

cs.CV · 2026-07-21 · conditional · novelty 6.0

A FLUX image editor, adapted per task, maps rendered inputs to rendered solutions across ten numerical problems, but several encodings leak the target's scale and the model cannot track chaotic Kuramoto-Sivashinsky dynamics.

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  • Image Editing Models are Numerical Solvers cs.CV · 2026-07-21 · conditional · none · ref 53

    A FLUX image editor, adapted per task, maps rendered inputs to rendered solutions across ten numerical problems, but several encodings leak the target's scale and the model cannot track chaotic Kuramoto-Sivashinsky dynamics.