W-Oops

Tragedy Plus Time: Capturing Unintended Human Activities from Weakly-labeled Videos

This work proposes a weakly supervised algorithm for localizing the goal-directed as well as unintentional temporal regions in the video leveraging solely video-level labels and employs an attention mechanism based strategy that predicts the temporal regions which contributes the most to a classification task.