A three-stage pipeline with hybrid multi-view conditioning and anchor-noise resampling produces 3D portraits with sharper textures than prior single-image baselines.
Gram: Generative radiance manifolds for 3d-aware image generation
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Towards High-Fidelity 3D Portrait Generation with Rich Details by Cross-View Prior-Aware Diffusion
A three-stage pipeline with hybrid multi-view conditioning and anchor-noise resampling produces 3D portraits with sharper textures than prior single-image baselines.