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 …

Humangaussian: Text-driven 3d human generation with gaussian splatting

X Liu, X Zhan, J Tang, Y Shan, G Zeng… - Proceedings of the …, 2024 - openaccess.thecvf.com
Realistic 3D human generation from text prompts is a desirable yet challenging task.
Existing methods optimize 3D representations like mesh or neural fields via score distillation …

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 …

Gaussian shell maps for efficient 3d human generation

R Abdal, W Yifan, Z Shi, Y Xu, R Po… - Proceedings of the …, 2024 - openaccess.thecvf.com
Efficient generation of 3D digital humans is important in several industries including virtual
reality social media and cinematic production. 3D generative adversarial networks (GANs) …

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 …

Tech: Text-guided reconstruction of lifelike clothed humans

Y Huang, H Yi, Y Xiu, T Liao, J Tang… - … Conference on 3D …, 2024 - ieeexplore.ieee.org
Despite recent research advancements in reconstructing clothed humans from a single
image, accurately restoring the “unseen regions” with high-level details remains an …

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 …

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 …

Dynvideo-e: Harnessing dynamic nerf for large-scale motion-and view-change human-centric video editing

JW Liu, YP Cao, JZ Wu, W Mao, Y Gu… - Proceedings of the …, 2024 - openaccess.thecvf.com
Despite recent progress in diffusion-based video editing existing methods are limited to
short-length videos due to the contradiction between long-range consistency and frame …