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Action Shuffling for Weakly Supervised Temporal Localization

Action Shuffling for Weakly Supervised Temporal Localization

Weakly supervised action localization is a challenging task with extensive applications, which aims to identify actions and the corresponding temporal intervals with only video-level annotations available. This paper analyzes the order-sensitive and location-insensitive properties of actions, and embodies them into a self-augmented learning framework to improve the weakly supervised action …