POTLoc: Pseudo-Label Oriented Transformer for Point-Supervised Temporal Action Localization

Elahe Vahdani, Yingli Tian

This paper tackles the challenge of point-supervised temporal action detection, wherein only a single frame is annotated for each action instance in the training set. Most of the c…