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Learning Transferable World-Action Models from Task-Paired Human Videos

arXiv:2610.14351v1 Announce Type: new Abstract: World-action models inherit broad visual and physical priors from video pre-training. However, standard within-video next-frame prediction allows them to rely on appearance shared between the context and future, rather than learning interactions that…

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  1. 2026-10-14 04:00 · arXiv cs.CV
    Learning Transferable World-Action Models from Task-Paired Human Videos

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