Pantheon360: Taming Digital Twin Generation via 3D-Aware 360° Video Diffusion

Pantheon360 is a 3D-aware diffusion framework for generating coherent 360° videos from sparse inputs.

It uses explicit 3D reconstruction as a geometric cache, then refines results with diffusion to preserve scene structure and visual quality.

The approach improves global coverage, camera controllability, and spatiotemporal consistency over perspective video generators.

These capabilities make it especially useful for simulation and digital-twin creation.