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Unlocking Any-Order Generation in Pretrained Autoregressive Image Models

29 Oct 2026

Autoregressive (AR) image generators are powerful in principle but inflexible in practice: training with a fixed raster-scan order hardcodes a single factorization of the image distribution into the model, leaving it unable to inpaint, outpaint, or edit at inference time.

Image editing Image generation Image Inpainting

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