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social relationship graph

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DataFunSummit
DataFunSummit
Jun 22, 2022 · Artificial Intelligence

Generating and Applying Social Relationship Graphs for Video Understanding

This talk presents recent research on integrating dynamic analysis and graph machine learning to generate social relationship graphs from video, detailing hierarchical graph convolution networks, multimodal feature fusion, weakly supervised training, experimental results, and applications such as enhanced video retrieval and storyline understanding.

MultimodalWeak Supervisiongraph neural network
0 likes · 11 min read
Generating and Applying Social Relationship Graphs for Video Understanding
DataFunTalk
DataFunTalk
May 20, 2022 · Artificial Intelligence

Hierarchical Graph Convolutional Networks for Video Social Relationship Modeling

This article presents a multimodal approach that combines dynamic analysis and graph machine learning to generate and apply social relationship graphs in videos, detailing problem background, graph generation modules, applications such as video retrieval, experimental results, and future research directions.

AIMultimodalWeak Supervision
0 likes · 11 min read
Hierarchical Graph Convolutional Networks for Video Social Relationship Modeling