Xuyi Meng — accepted AI-conference papers

2024

LN3Diff: Scalable Latent Neural Fields Diffusion for Speedy 3D Generation

Yushi Lan, Fangzhou Hong, Shuai Yang, Shangchen Zhou, Xuyi Meng, Bo Dai +2

ECCV 2024poster

"The field of neural rendering has witnessed significant progress with advancements in generative models and differentiable rendering techniques. Though 2D diffusion has achieved success, a unified 3D diffusion pipeline remains unsettled. This paper introduces a novel framework called to address thi…

Cited by 38 Source ↗PDF ↗code ↗Scholar ↗

2023

Self-Supervised Geometry-Aware Encoder for Style-Based 3D GAN Inversion

Yushi Lan, Xuyi Meng, Shuai Yang, Chen Change Loy, Bo Dai

CVPR 2023poster

StyleGAN has achieved great progress in 2D face reconstruction and semantic editing via image inversion and latent editing. While studies over extending 2D StyleGAN to 3D faces have emerged, a corresponding generic 3D GAN inversion framework is still missing, limiting the applications of 3D face rec…

Cited by 39 Source ↗PDF ↗Scholar ↗