Temporal Modular Networks for Retrieving Complex Compositional Activities in Videos

A major challenge in computer vision is scaling activity understanding to the long tail of complex activities without requiring collecting large quantities of data for new actions. The task of video retrieval using natural language descriptions seeks to address this...