Gaussiandreamer: Fast generation from text to 3d gaussians by bridging 2d and 3d diffusion models

T Yi, J Fang, J Wang, G Wu, L Xie… - Proceedings of the …, 2024 - openaccess.thecvf.com
In recent times the generation of 3D assets from text prompts has shown impressive results.
Both 2D and 3D diffusion models can help generate decent 3D objects based on prompts …

Dreamavatar: Text-and-shape guided 3d human avatar generation via diffusion models

Y Cao, YP Cao, K Han, Y Shan… - Proceedings of the …, 2024 - openaccess.thecvf.com
We present DreamAvatar a text-and-shape guided framework for generating high-quality 3D
human avatars with controllable poses. While encouraging results have been reported by …

Humannorm: Learning normal diffusion model for high-quality and realistic 3d human generation

X Huang, R Shao, Q Zhang, H Zhang… - Proceedings of the …, 2024 - openaccess.thecvf.com
Recent text-to-3D methods employing diffusion models have made significant
advancements in 3D human generation. However these approaches face challenges due to …

A comprehensive survey on 3D content generation

J Liu, X Huang, T Huang, L Chen, Y Hou… - arXiv preprint arXiv …, 2024 - arxiv.org
Recent years have witnessed remarkable advances in artificial intelligence generated
content (AIGC), with diverse input modalities, eg, text, image, video, audio and 3D. The 3D is …

Tada! text to animatable digital avatars

T Liao, H Yi, Y Xiu, J Tang, Y Huang… - … Conference on 3D …, 2024 - ieeexplore.ieee.org
We introduce TADA, a simple-yet-effective approach that takes textual descriptions and
produces expressive 3D avatars with high-quality geometry and lifelike textures, that can be …

Headstudio: Text to animatable head avatars with 3d gaussian splatting

Z Zhou, F Ma, H Fan, Z Yang, Y Yang - European Conference on Computer …, 2024 - Springer
Creating digital avatars from textual prompts has long been a desirable yet challenging task.
Despite the promising results achieved with 2D diffusion priors, current methods struggle to …

Avatarverse: High-quality & stable 3d avatar creation from text and pose

H Zhang, B Chen, H Yang, L Qu, X Wang… - Proceedings of the …, 2024 - ojs.aaai.org
Creating expressive, diverse and high-quality 3D avatars from highly customized text
descriptions and pose guidance is a challenging task, due to the intricacy of modeling and …

Generative ai meets 3d: A survey on text-to-3d in aigc era

C Li, C Zhang, J Cho, A Waghwase, LH Lee… - arXiv preprint arXiv …, 2023 - arxiv.org
Generative AI has made significant progress in recent years, with text-guided content
generation being the most practical as it facilitates interaction between human instructions …

Richdreamer: A generalizable normal-depth diffusion model for detail richness in text-to-3d

L Qiu, G Chen, X Gu, Q Zuo, M Xu… - Proceedings of the …, 2024 - openaccess.thecvf.com
Lifting 2D diffusion for 3D generation is a challenging problem due to the lack of geometric
prior and the complex entanglement of materials and lighting in natural images. Existing …

Demofusion: Democratising high-resolution image generation with no $$$

R Du, D Chang, T Hospedales… - Proceedings of the …, 2024 - openaccess.thecvf.com
High-resolution image generation with Generative Artificial Intelligence (GenAI) has
immense potential but due to the enormous capital investment required for training it is …