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Efficient Training with Foresight: Multi-Token Auxiliary Supervision for Autoregressive Image Generation

This story is from 2026-08-27. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2608.25386v1 Announce Type: new Abstract: Autoregressive (AR) image generation has shown strong potential for scalable high-fidelity synthesis by modeling images as discrete token sequences. However, traditional next token prediction (NTP) continues to suffer from sparse and myopic supervisio…

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  1. 2026-08-27 04:00 · arXiv cs.CV
    Efficient Training with Foresight: Multi-Token Auxiliary Supervision for Autoregressive Image Generation

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