Video Understanding Using Temporal Cycle-Consistency Learning

1 · Google AI Research · Aug. 8, 2019, 5:19 p.m.
Posted by Debidatta Dwibedi, Research Associate, Google Research In the last few years there has been great progress in the field of video understanding. For example, supervised learning and powerful deep learning models can be used to classify a number of possible actions in videos, summarizing the entire clip with a single label. However, there exist many scenarios in which we need more than just one label for the entire clip. For example, if a robot is pouring water into a cup, simply recogni...