- Text-to-3D
- DreamFusion: Text-to-3D using 2D Diffusion
- Dream3D: Zero-Shot Text-to-3D Synthesis Using 3D Shape Prior and Text-to-Image Diffusion Models
- Fantasia3D: Disentangling Geometry and Appearance for High-quality Text-to-3D Content Creation
- DreamBooth3D: Subject-Driven Text-to-3D Generation
- 3D-CLFusion: Fast Text-to-3D Rendering with Contrastive Latent Diffusion
- Debiasing Scores and Prompts of 2D Diffusion for Robust Text-to-3D Generation
- View ynthesis
- Partial-View Object View Synthesis via Filtered Inversion
- Generative Novel View Synthesis with 3D-Aware Diffusion Models
- Consistent View Synthesis with Pose-Guided Diffusion Models
- Enhanced Stable View Synthesis
- Decoupling Dynamic Monocular Videos for Dynamic View Synthesis
- Efficient View Synthesis and 3D-based Multi-Frame Denoising with Multiplane Feature Representations
Text-to-3D
DreamFusion: Text-to-3D using 2D Diffusion
https://arxiv.org/pdf/2209.14988
Dream3D: Zero-Shot Text-to-3D Synthesis Using 3D Shape Prior and Text-to-Image Diffusion Models
https://arxiv.org/pdf/2212.14704
Fantasia3D: Disentangling Geometry and Appearance for High-quality Text-to-3D Content Creation
相较之前的Text-to-3D工作，能生成更高质量的3D模型，摒弃了具有缺点的NeRF使用与GET3D中相同的渲染方式，并添加了一个提供逼真渲染的步骤
DreamBooth3D: Subject-Driven Text-to-3D Generation
生成文本对应描述的3D assets，但是主要内容要与用户提供的图片中的内容一致，用了复杂的过程将DreamBooth与DreamFusion结合
3D-CLFusion: Fast Text-to-3D Rendering with Contrastive Latent Diffusion
从Diffusion侧面输入CLIP的embedding，将其映射到latent NeRF（如eg3d，styleNeRF）的latent space，实现文本到3D的生成
Debiasing Scores and Prompts of 2D Diffusion for Robust Text-to-3D Generation
https://arxiv.org/pdf/2303.15413
View ynthesis
Partial-View Object View Synthesis via Filtered Inversion
https://arxiv.org/abs/2304.00673
Generative Novel View Synthesis with 3D-Aware Diffusion Models
https://arxiv.org/abs/2304.02602
Consistent View Synthesis with Pose-Guided Diffusion Models
Enhanced Stable View Synthesis
https://arxiv.org/abs/2303.17094
Decoupling Dynamic Monocular Videos for Dynamic View Synthesis
https://arxiv.org/abs/2304.01716