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Author

Paul Pacaud

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Preprint Sep 2026

Spatially Aware World Action Model via Geometric Latent Diffusion

World Action Models (WAMs) leverage the capabilities of large-scale pretrained video diffusion models to jointly predict future observations and actions, inheriting rich visual and physical priors from internet-scale video. This has made them a promising paradigm for robot policy learning, yet the prevailing models ope...

Javier Alejandro Lopetegui Gonzalez, Paul Pacaud, Cordelia Schmid · 2 citations

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