4dynamic: Text-to-4d generation with hybrid priors

YJ Yuan, L Kobbelt, J Liu, Y Zhang, P Wan… - arxiv preprint arxiv …, 2024‏ - arxiv.org
Due to the fascinating generative performance of text-to-image diffusion models, growing
text-to-3D generation works explore distilling the 2D generative priors into 3D, using the …

HMR-Adapter: A Lightweight Adapter with Dual-Path Cross Augmentation for Expressive Human Mesh Recovery

W Shen, W Yin, H Wang, C Wei, Z Cai, L Yang… - Proceedings of the 32nd …, 2024‏ - dl.acm.org
Expressive Human Mesh Recovery (HMR) involves reconstructing the 3D human body,
including hands and face, from RGB images. It is difficult because humans are highly …

OmniPhysGS: 3D Constitutive Gaussians for General Physics-Based Dynamics Generation

Y Lin, C Lin, J Xu, Y Mu - arxiv preprint arxiv:2501.18982, 2025‏ - arxiv.org
Recently, significant advancements have been made in the reconstruction and generation of
3D assets, including static cases and those with physical interactions. To recover the …

MagicArticulate: Make Your 3D Models Articulation-Ready

C Song, J Zhang, X Li, F Yang, Y Chen, Z Xu… - arxiv preprint arxiv …, 2025‏ - arxiv.org
With the explosive growth of 3D content creation, there is an increasing demand for
automatically converting static 3D models into articulation-ready versions that support …