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Decoupling memory conditioning from video generation allows for more data-efficient training and better spatial consistency in long-horizon video generation, even when exploring novel scenes.
Achieve geometrically consistent and explorable 3D scene generation from a single image by reformulating the problem as multi-view stereo matching on anchor views projected from a panorama.