Source Themes

GTA: Global Temporal Attention for Video Action Understanding.

Propose the Global Temporal Attention Module to perform global temporal attention on top of the spatial attention in a decoupled manner, which consistently enhances the temporal modeling and achieves state-of-the-art performance on three video action recognition datasets.