A flexible model for training action localization with varying levels of supervision

Guilhem Chéron, Jean-Baptiste Alayrac, Ivan Laptev, Cordelia Schmid

Neural Information Processing Systems 

Spatio-temporal action detection in videos is typically addressed in a fully-supervised setup with manual annotation of training videos required at every frame.

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