State of the art on diffusion models for visual computing

R Po, W Yifan, V Golyanik, K Aberman… - Computer Graphics …, 2024 - Wiley Online Library
The field of visual computing is rapidly advancing due to the emergence of generative
artificial intelligence (AI), which unlocks unprecedented capabilities for the generation …

Diffusionavatars: Deferred diffusion for high-fidelity 3d head avatars

T Kirschstein, S Giebenhain… - Proceedings of the …, 2024 - openaccess.thecvf.com
DiffusionAvatars synthesizes a high-fidelity 3D head avatar of a person offering intuitive
control over both pose and expression. We propose a diffusion-based neural renderer that …

Triplanenet: An encoder for eg3d inversion

AR Bhattarai, M Nießner… - Proceedings of the …, 2024 - openaccess.thecvf.com
Recent progress in NeRF-based GANs has introduced a number of approaches for high-
resolution and high-fidelity generative modeling of human heads with a possibility for novel …

DiffusionGAN3D: Boosting Text-guided 3D Generation and Domain Adaptation by Combining 3D GANs and Diffusion Priors

B Lei, K Yu, M Feng, M Cui… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Text-guided domain adaptation and generation of 3D-aware portraits find many applications
in various fields. However due to the lack of training data and the challenges in handling the …

Headartist: Text-conditioned 3d head generation with self score distillation

H Liu, X Wang, Z Wan, Y Shen, Y Song, J Liao… - ACM SIGGRAPH 2024 …, 2024 - dl.acm.org
We present HeadArtist for 3D head generation following human-language descriptions. With
a landmark-guided ControlNet serving as a generative prior, we come up with an efficient …

GeneAvatar: Generic Expression-Aware Volumetric Head Avatar Editing from a Single Image

C Bao, Y Zhang, Y Li, X Zhang… - Proceedings of the …, 2024 - openaccess.thecvf.com
Recently we have witnessed the explosive growth of various volumetric representations in
modeling animatable head avatars. However due to the diversity of frameworks there is no …

Morphable Diffusion: 3D-Consistent Diffusion for Single-image Avatar Creation

X Chen, M Mihajlovic, S Wang… - Proceedings of the …, 2024 - openaccess.thecvf.com
Recent advances in generative diffusion models have enabled the previously unfeasible
capability of generating 3D assets from a single input image or a text prompt. In this work we …

MorpheuS: Neural Dynamic 360deg Surface Reconstruction from Monocular RGB-D Video

H Wang, J Wang, L Agapito - Proceedings of the IEEE/CVF …, 2024 - openaccess.thecvf.com
Neural rendering has demonstrated remarkable success in dynamic scene reconstruction.
Thanks to the expressiveness of neural representations prior works can accurately capture …

Recent Trends in 3D Reconstruction of General Non‐Rigid Scenes

R Yunus, JE Lenssen, M Niemeyer… - Computer Graphics …, 2024 - Wiley Online Library
Reconstructing models of the real world, including 3D geometry, appearance, and motion of
real scenes, is essential for computer graphics and computer vision. It enables the …

Portrait video editing empowered by multimodal generative priors

X Gao, H Xiao, C Zhong, S Hu, Y Guo… - SIGGRAPH Asia 2024 …, 2024 - dl.acm.org
We introduce PortraitGen, a powerful portrait video editing method that achieves consistent
and expressive stylization with multimodal prompts. Traditional portrait video editing …