Comboverse: Compositional 3d assets creation using spatially-aware diffusion guidance

Y Chen, T Wang, T Wu, X Pan, K Jia, Z Liu - European Conference on …, 2024 - Springer
Generating high-quality 3D assets from a given image is highly desirable in various
applications such as AR/VR. Recent advances in single-image 3D generation explore feed …

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 …

Meshxl: Neural coordinate field for generative 3d foundation models

S Chen, X Chen, A Pang, X Zeng… - Advances in …, 2025 - proceedings.neurips.cc
The polygon mesh representation of 3D data exhibits great flexibility, fast rendering speed,
and storage efficiency, which is widely preferred in various applications. However, given its …

Direct3d: Scalable image-to-3d generation via 3d latent diffusion transformer

S Wu, Y Lin, F Zhang, Y Zeng, J Xu, P Torr… - arxiv preprint arxiv …, 2024 - arxiv.org
Generating high-quality 3D assets from text and images has long been challenging,
primarily due to the absence of scalable 3D representations capable of capturing intricate …

Scaledreamer: Scalable text-to-3d synthesis with asynchronous score distillation

Z Ma, Y Wei, Y Zhang, X Zhu, Z Lei, L Zhang - European Conference on …, 2024 - Springer
By leveraging the text-to-image diffusion prior, score distillation can synthesize 3D contents
without paired text-3D training data. Instead of spending hours of online optimization per text …

Themestation: generating theme-aware 3d assets from few exemplars

Z Wang, T Wang, G Hancke, Z Liu… - ACM SIGGRAPH 2024 …, 2024 - dl.acm.org
Real-world applications often require a large gallery of 3D assets that share a consistent
theme. While remarkable advances have been made in general 3D content creation from …

3dtopia-xl: Scaling high-quality 3d asset generation via primitive diffusion

Z Chen, J Tang, Y Dong, Z Cao, F Hong, Y Lan… - arxiv preprint arxiv …, 2024 - arxiv.org
The increasing demand for high-quality 3D assets across various industries necessitates
efficient and automated 3D content creation. Despite recent advancements in 3D generative …

Phidias: A generative model for creating 3d content from text, image, and 3d conditions with reference-augmented diffusion

Z Wang, T Wang, Z He, G Hancke, Z Liu… - arxiv preprint arxiv …, 2024 - arxiv.org
In 3D modeling, designers often use an existing 3D model as a reference to create new
ones. This practice has inspired the development of Phidias, a novel generative model that …

Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer

W Shuang, Y Lin, Y Zeng, F Zhang… - Advances in …, 2025 - proceedings.neurips.cc
Generating high-quality 3D assets from text and images has long been challenging,
primarily due to the absence of scalable 3D representations capable of capturing intricate …

Avatargo: Zero-shot 4d human-object interaction generation and animation

Y Cao, L Pan, K Han, KYK Wong, Z Liu - arxiv preprint arxiv:2410.07164, 2024 - arxiv.org
Recent advancements in diffusion models have led to significant improvements in the
generation and animation of 4D full-body human-object interactions (HOI). Nevertheless …