Search Results for author: Xin-Yang Zheng

Found 3 papers, 1 papers with code

MVD$^2$: Efficient Multiview 3D Reconstruction for Multiview Diffusion

no code implementations22 Feb 2024 Xin-Yang Zheng, Hao Pan, Yu-Xiao Guo, Xin Tong, Yang Liu

By finetuning pretrained large image diffusion models with 3D data, the MVD methods first generate multiple views of a 3D object based on an image or text prompt and then reconstruct 3D shapes with multiview 3D reconstruction.

3D Generation 3D Reconstruction

SDF-StyleGAN: Implicit SDF-Based StyleGAN for 3D Shape Generation

1 code implementation24 Jun 2022 Xin-Yang Zheng, Yang Liu, Peng-Shuai Wang, Xin Tong

We further complement the evaluation metrics of 3D generative models with the shading-image-based Fr\'echet inception distance (FID) scores to better assess visual quality and shape distribution of the generated shapes.

3D Generation 3D Shape Generation +1

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