BOTH2Hands: Inferring 3D Hands from Both Text Prompts and Body Dynamics

W Zhang, M Huang, Y Zhou, J Zhang… - Proceedings of the …, 2024 - openaccess.thecvf.com
The recently emerging text-to-motion advances have spired numerous attempts for
convenient and interactive human motion generation. Yet existing methods are largely …

Towards Consistent Stochastic Human Motion Prediction via Motion Diffusion

J Sun, G Chowdhary - arXiv preprint arXiv:2305.12554, 2023 - arxiv.org
Stochastic Human Motion Prediction (HMP) aims to predict multiple possible upcoming pose
sequences based on past human motion trajectories. Although previous approaches have …

DanceMeld: Unraveling Dance Phrases with Hierarchical Latent Codes for Music-to-Dance Synthesis

X Gao, L Hu, P Zhang, B Zhang, L Bo - arXiv preprint arXiv:2401.10242, 2023 - arxiv.org
In the realm of 3D digital human applications, music-to-dance presents a challenging task.
Given the one-to-many relationship between music and dance, previous methods have …

T3M: Text Guided 3D Human Motion Synthesis from Speech

W Peng, K Zhang, SQ Zhang - Findings of the Association for …, 2024 - aclanthology.org
Speech-driven 3D motion synthesis seeks to create lifelike animations based on human
speech, with potential uses in virtual reality, gaming, and the film production. Existing …