NVIDIA's Lyra 2.0 turns a single image into explorable, consistent 3D worlds

NVIDIAAI · x · 2026-11-07

NVIDIA's Spatial Intelligence Lab unveiled Lyra 2.0 (accepted to SIGGRAPH Asia 2026): it generates camera-controlled walkthrough videos from a single image and lifts them to 3D via feed-forward reconstruction. Per-frame geometry routes information to combat spatial forgetting, and self-augmented training teaches the model to correct temporal drift, keeping worlds consistent when revisiting areas. Ships with an interactive GUI for trajectory planning, exports to 3DGS/meshes, and Isaac Sim demos for robot navigation. Paper, weights, inference, GUI and training code are public.

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