Yang Wang

ProtoAug: Prototype-Guided Uncertainty-Aware Augmentation for Long-Tail Motion Prediction

Mainstream motion predictors have achieved low average forecasting errors on large-scale benchmarks, yet rare scenarios still exhibit high uncertainty due to the coexistence of multimodal behavioral ambiguity and sparse long-tail supervision. Existing augmentation-based long-tail strategies improve robustness through l...