Temporal Relational Reasoning in Videos

ECCV 2018 Bolei ZhouAlex AndonianAude OlivaAntonio Torralba

Temporal relational reasoning, the ability to link meaningful transformations of objects or entities over time, is a fundamental property of intelligent species. In this paper, we introduce an effective and interpretable network module, the Temporal Relation Network (TRN), designed to learn and reason about temporal dependencies between video frames at multiple time scales... (read more)

PDF Abstract

Evaluation results from the paper

Task Dataset Model Metric name Metric value Global rank Compare
Action Recognition In Videos Charades MultiScale TRN MAP 24.1 # 5