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Chapter and Conference Paper
Weakly-Supervised Temporal Action Localization with Regional Similarity Consistency
The weakly-supervised temporal action localization task aims to train a model that can accurately locate each action instance in the video using only video-level class labels. The existing methods take into ac...
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Chapter and Conference Paper
Weakly-Supervised Temporal Action Localization with Multi-Head Cross-Modal Attention
Weakly-supervised temporal action localization seeks to localize temporal boundaries of actions while concurrently identifying their categories using only video-level category labels during training. Among the...