UniPixie uses flow matching for probabilistic 3D physics learning

Arxiv CS.CV (computer vision)

UniPixie reframes physical property prediction from visual appearance as a probabilistic problem using flow matching, moving beyond point-estimate paradigms. The method aims to capture the inherent ambiguity in real-world physical properties.

computer-vision

Arxiv CS.CV (computer vision)·Qilin HuangQuynh Anh HuynhLong LeChen WangChuhao ChenRyan LucasEric EatonLingjie Liu

6 days ago