Constrained 6-DoF Grasp Generation on Complex Shapes for Improved Dual-Arm Manipulation

CGDF, a diffusion-based grasp generative model, can generate dense, sample-efficient grasps on specified regions of complex objects, enabling improved dual-arm manipulation.