AniGS: Animatable Gaussian Avatar from a Single Image with Inconsistent Gaussian Reconstruction

L Qiu, S Zhu, Q Zuo, X Gu, Y Dong, J Zhang… - arxiv preprint arxiv …, 2024 - arxiv.org
Generating animatable human avatars from a single image is essential for various digital
human modeling applications. Existing 3D reconstruction methods often struggle to capture …

PERSE: Personalized 3D Generative Avatars from A Single Portrait

H Cha, I Lee, H Joo - arxiv preprint arxiv:2412.21206, 2024 - arxiv.org
We present PERSE, a method for building an animatable personalized generative avatar
from a reference portrait. Our avatar model enables facial attribute editing in a continuous …

GAS: Generative Avatar Synthesis from a Single Image

Y Lu, J Dong, Y Kwon, Q Zhao, B Dai… - arxiv preprint arxiv …, 2025 - arxiv.org
We introduce a generalizable and unified framework to synthesize view-consistent and
temporally coherent avatars from a single image, addressing the challenging problem of …

Dress-1-to-3: Single Image to Simulation-Ready 3D Outfit with Diffusion Prior and Differentiable Physics

X Li, C Yu, W Du, Y Jiang, T **e, Y Chen… - arxiv preprint arxiv …, 2025 - arxiv.org
Recent advances in large models have significantly advanced image-to-3D reconstruction.
However, the generated models are often fused into a single piece, limiting their applicability …

HuGDiffusion: Generalizable Single-Image Human Rendering via 3D Gaussian Diffusion

Y Tang, Q Zhang, J Hou - arxiv preprint arxiv:2501.15008, 2025 - arxiv.org
We present HuGDiffusion, a generalizable 3D Gaussian splatting (3DGS) learning pipeline
to achieve novel view synthesis (NVS) of human characters from single-view input images …