Proceedings of the 2021 International Conference on Multimedia Retrieval 2021
DOI: 10.1145/3460426.3463613
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Multi-scale Dynamic Network for Temporal Action Detection

Abstract: In recent years, as the fundamental task in video understanding, Temporal Action Detection is attracting extensive attention. Most existing approaches use the same model parameters to process all input videos, which are not adaptive to the input video during the inference stage. In this paper, we propose a novel model termed Multi-scale Dynamic Network (MDN) to tackle this problem. The proposed MDN model incorporates multiple Multi-scale Dynamic Modules (MDMs). Each MDM can generate video-specific and segment-… Show more

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Cited by 4 publications
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References 33 publications
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