DreamFusion

Changed the loss in the distillation of the 2D diffusion model to CLIP. By combining the upcoming SDS (Score Distillation Sampling) and NeRF, it is possible to create a high-quality 3D object with only the user's prompt.

DreamFusion: Text-to-3D using 2D Diffusion

Recent breakthroughs in text-to-image synthesis have been driven by diffusion models trained on billions of image-text pairs. Adapting this approach to 3D synthesis would require large-scale datasets of labeled 3D assets and efficient architectures for denoising 3D data, neither of which currently exist.

https://dreamfusion3d.github.io/

DreamFusion

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