2026

UniPart: Part-Level 3D Generation with Unified 3D Geom-Seg Latents
UniPart: Part-Level 3D Generation with Unified 3D Geom-Seg Latents

Xufan He*, Yushuang Wu*, Xiaoyang Guo, Chongjie Ye, Jiaqing Zhou, Tianlei Hu, Xiaoguang Han, Dong Du# (* equal contribution, # corresponding author)

CVPR 2026 CCF A

UniPart proposes a unified geometry-segmentation latent representation that jointly encodes object geometry and part-level structure, enabling high-fidelity part-level 3D generation.

UniPart: Part-Level 3D Generation with Unified 3D Geom-Seg Latents

Xufan He*, Yushuang Wu*, Xiaoyang Guo, Chongjie Ye, Jiaqing Zhou, Tianlei Hu, Xiaoguang Han, Dong Du# (* equal contribution, # corresponding author)

CVPR 2026 CCF A

UniPart proposes a unified geometry-segmentation latent representation that jointly encodes object geometry and part-level structure, enabling high-fidelity part-level 3D generation.

NGR: Neural Gradient Rendering for High-Quality 3D Reconstruction from Multi-View Images
NGR: Neural Gradient Rendering for High-Quality 3D Reconstruction from Multi-View Images

Xufan He, Dong Du#, Yushuang Wu, Yunbi Liu (# corresponding author)

CVM 2026 CCF C

NGR leverages gradient information for volume rendering, enabling more accurate surface reconstruction from mutil-view images.

NGR: Neural Gradient Rendering for High-Quality 3D Reconstruction from Multi-View Images

Xufan He, Dong Du#, Yushuang Wu, Yunbi Liu (# corresponding author)

CVM 2026 CCF C

NGR leverages gradient information for volume rendering, enabling more accurate surface reconstruction from mutil-view images.