Kai-Yin Hong

Multi-modal Motion Prediction using Temporal Ensembling with Learning-based Aggregation

Recent years have seen a shift towards learning-based methods for trajectory prediction, with challenges remaining in addressing uncertainty and capturing multi-modal distributions. This paper introduces Temporal Ensembling with Learning-based Aggregation, a meta-algorithm designed to mitigate the i…