A Unified Model for Video Understanding and Knowledge Embedding with Heterogeneous Knowledge Graph Dataset. (arXiv:2211.10624v1 [cs.CV])

Video understanding is an important task in short video business platforms
and it has a wide application in video recommendation and classification. Most
of the existing video understanding works only focus on the information that
appeared within the video content, including the video frames, audio and text.
However, introducing common sense knowledge from the external Knowledge Graph
(KG) dataset is essential for video understanding when referring to the content
which is less relevant to the video. Owing to the lack …

arxiv dataset embedding graph knowledge knowledge graph understanding unified model video