Duc-Vu Nguyen

Efficient Frame Retrieval for Traffic Law Question Answering over Dashcam Videos

Traffic Law Question Answering over dashcam videos requires both accurate visual evidence selection and reliable multimodal reasoning. This task is especially challenging in Vietnamese traffic scenes, where road environments are dense, diverse, and highly dynamic. In this paper, we present a resource-efficient two-stag...