A Structured Model For Action Detection

CVPR 2019 Yubo ZhangPavel TokmakovMartial HebertCordelia Schmid

A dominant paradigm for learning-based approaches in computer vision is training generic models, such as ResNet for image recognition, or I3D for video understanding, on large datasets and allowing them to discover the optimal representation for the problem at hand. While this is an obviously attractive approach, it is not applicable in all scenarios... (read more)

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