Rigi: Rectifying image-to-3d generation inconsistency via uncertainty-aware learning

Authors: Jiacheng Wang, Zhedong Zheng, Wei Xu, Ping Liu

Published in IEEE Transactions on Image Processing (TIP), 2026

Recommended citation: Jiacheng Wang, Zhedong Zheng, Wei Xu, Ping Liu, "Rigi: Rectifying image-to-3d generation inconsistency via uncertainty-aware learning." TIP, 2026.
Download PDF: https://zdzheng.xyz/files/2026/RIGI_Jiacheng.pdf

Code is available at: https://rigi3d.github.io/

@article{wang2026rigi,
author = "Wang, Jiacheng and Zheng, Zhedong and Xu, Wei and Liu, Ping",
title = "Rigi: Rectifying image-to-3d generation inconsistency via uncertainty-aware learning",
url = "https://zdzheng.xyz/files/2026/RIGI\_Jiacheng.pdf",
code = "https://rigi3d.github.io/",
journal = "TIP",
year = "2026" }