The Wisdom of Crowds: Temporal Progressive Attention for Early Action Prediction
The Wisdom of Crowds: Temporal Progressive Attention for Early Action Prediction
Early action prediction deals with inferring the ongoing action from partially-observed videos, typically at the outset of the video. We propose a bottleneck-based attention model that captures the evolution of the action, through progressive sampling over fine-to-coarse scales. Our proposed Temporal Progressive (TemPr) model is composed of multiple attention towers, …