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 …

Gaussianavatars: Photorealistic head avatars with rigged 3d gaussians

S Qian, T Kirschstein, L Schoneveld… - Proceedings of the …, 2024 - openaccess.thecvf.com
We introduce GaussianAvatars a new method to create photorealistic head avatars that are
fully controllable in terms of expression pose and viewpoint. The core idea is a dynamic 3D …

Gaussian head avatar: Ultra high-fidelity head avatar via dynamic gaussians

Y Xu, B Chen, Z Li, H Zhang, L Wang… - Proceedings of the …, 2024 - openaccess.thecvf.com
Creating high-fidelity 3D head avatars has always been a research hotspot but there
remains a great challenge under lightweight sparse view setups. In this paper we propose …

Relightable gaussian codec avatars

S Saito, G Schwartz, T Simon, J Li… - Proceedings of the …, 2024 - openaccess.thecvf.com
The fidelity of relighting is bounded by both geometry and appearance representations. For
geometry both mesh and volumetric approaches have difficulty modeling intricate structures …

3dgstream: On-the-fly training of 3d gaussians for efficient streaming of photo-realistic free-viewpoint videos

J Sun, H Jiao, G Li, Z Zhang… - Proceedings of the …, 2024 - openaccess.thecvf.com
Abstract Constructing photo-realistic Free-Viewpoint Videos (FVVs) of dynamic scenes from
multi-view videos remains a challenging endeavor. Despite the remarkable advancements …

Facetalk: Audio-driven motion diffusion for neural parametric head models

S Aneja, J Thies, A Dai… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
We introduce FaceTalk a novel generative approach designed for synthesizing high-fidelity
3D motion sequences of talking human heads from input audio signal. To capture the …

Advances in 3d generation: A survey

X Li, Q Zhang, D Kang, W Cheng, Y Gao… - arxiv preprint arxiv …, 2024 - arxiv.org
Generating 3D models lies at the core of computer graphics and has been the focus of
decades of research. With the emergence of advanced neural representations and …

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 …

Headgas: Real-time animatable head avatars via 3d gaussian splatting

H Dhamo, Y Nie, A Moreau, J Song, R Shaw… - … on Computer Vision, 2024 - Springer
Abstract 3D head animation has seen major quality and runtime improvements over the last
few years, particularly empowered by the advances in differentiable rendering and neural …

Liveportrait: Efficient portrait animation with stitching and retargeting control

J Guo, D Zhang, X Liu, Z Zhong, Y Zhang… - arxiv preprint arxiv …, 2024 - arxiv.org
Portrait Animation aims to synthesize a lifelike video from a single source image, using it as
an appearance reference, with motion (ie, facial expressions and head pose) derived from a …