State of the art on diffusion models for visual computing
The field of visual computing is rapidly advancing due to the emergence of generative
artificial intelligence (AI), which unlocks unprecedented capabilities for the generation …
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 …
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 …
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 …
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
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 …
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
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 …
modeling animatable head avatars. However due to the diversity of frameworks there is no …
Morphable Diffusion: 3D-Consistent Diffusion for Single-image Avatar Creation
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 …
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
Neural rendering has demonstrated remarkable success in dynamic scene reconstruction.
Thanks to the expressiveness of neural representations prior works can accurately capture …
Thanks to the expressiveness of neural representations prior works can accurately capture …
Recent Trends in 3D Reconstruction of General Non‐Rigid Scenes
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 …
real scenes, is essential for computer graphics and computer vision. It enables the …
Portrait video editing empowered by multimodal generative priors
We introduce PortraitGen, a powerful portrait video editing method that achieves consistent
and expressive stylization with multimodal prompts. Traditional portrait video editing …
and expressive stylization with multimodal prompts. Traditional portrait video editing …