PanoWorld autoregressively generates consistent multi-room 360-degree panoramas for whole-house VR using a floorplan-derived 3D shell as geometric proxy and a dynamic 3DGS cache for spatial memory.
Without circular horizontal encoding, the generator treats the left and right panorama boundaries as distant image regions rather than adjacent rays
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PanoWorld: A Generative Spatial World Model for Consistent Whole-House Panorama Synthesis
PanoWorld autoregressively generates consistent multi-room 360-degree panoramas for whole-house VR using a floorplan-derived 3D shell as geometric proxy and a dynamic 3DGS cache for spatial memory.