Pano2World generates an explorable 3D Gaussian scene directly from a single indoor panorama via coarse proxy rendering, view-aware joint denoising, and a latent feature adapter.
WorldStereo: Bridging camera-guided video generation and scene re- construction via 3d geometric memories.arXiv preprint arXiv:2603.02049, 2026
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Pano2World: End-to-End 3D Generation via Unified Multi-View Sequences
Pano2World generates an explorable 3D Gaussian scene directly from a single indoor panorama via coarse proxy rendering, view-aware joint denoising, and a latent feature adapter.