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Any 3D Scene is Worth 1K Tokens: 3D-Grounded Representation for Scene Generation at Scale
Scene-level 3D generation has long been dominated by 2D multi-view or video diffusion models. Typically, these 2D-based approaches perform scene generation in a 2D latent space, which introduces two fundamental issues: (i) representing 3D scenes via 2D views leads to significant representation redun
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