Haonan Shao

FipTR: A Simple yet Effective Transformer Framework for Future Instance Prediction in Autonomous Driving

"The future instance prediction from a Bird’s Eye View(BEV) perspective is a vital component in autonomous driving, which involves future instance segmentation and instance motion prediction. Existing methods usually rely on a redundant and complex pipeline which requires multiple auxiliary outputs…