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Zero-1-to-G: Taming Pretrained 2D Diffusion Model for Direct 3D Generation

Zero-1-to-G: Taming Pretrained 2D Diffusion Model for Direct 3D Generation

Recent advances in 2D image generation have achieved remarkable quality,largely driven by the capacity of diffusion models and the availability of large-scale datasets. However, direct 3D generation is still constrained by the scarcity and lower fidelity of 3D datasets. In this paper, we introduce Zero-1-to-G, a novel approach that addresses …