Diffusion-SS3D: Diffusion Model for Semi-supervised 3D Object Detection

Existing methods typically employ a teacher-student framework with pseudo-labeling to leverage unlabeled point clouds. However, producing reliable pseudo-labels in a diverse 3D space still remains challenging.