Xiangmeng Wang

DGCPath: Distribution-Aware Generative Contrastive Framework for Self-supervised Path Representation Learning

Due to proliferation of vehicle trajectory data from advanced sensing technologies, path representation learning has become a pivotal task in intelligent transportation systems. Although existing self-supervised approaches work to some extent, their dependence on deterministic contrastive learning p