MixCycle: Mixup Assisted Semi-Supervised 3D Single Object Tracking with Cycle Consistency

Qiao Wu, Jiaqi Yang, Kun Sun +3

3D single object tracking (SOT) is an indispensable part of automated driving. Existing approaches rely heavily on large, densely labeled datasets. However, annotating point clouds…