Jointly training action and gesture recognition in one network with multi-task learning usually improves both tasks compared to single-task models.
Kokkinos, Ubernet: Training a universal convolutional neural network for low-, mid-, and high-level vision using diverse datasets and limited memory, in: Proc
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Multi-task Learning For Joint Action and Gesture Recognition
Jointly training action and gesture recognition in one network with multi-task learning usually improves both tasks compared to single-task models.