Yiwei Jin

SEM: Enhancing Spatial Understanding for Robust Robot Manipulation

A key challenge in robot manipulation lies in developing policy models with consistent spatial understanding—the ability to reason about 3D geometry, object relations, and robot state. Existing mainstream models take 2D images as input, without performing explicit 3D modeling, and thus lack spatial …