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MPL: Mine the pseudo labels for semi-supervised temporal action localization | Synapse
March 3, 2026
MPL: Mine the pseudo labels for semi-supervised temporal action localization
PL
Peng Lu
JJ
Jingjing Jin
JT
Jiemeng Tao
China Tobacco
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Puntos clave
Improved performance in temporal action localization was observed, demonstrating the effectiveness of pseudo labels.
Models utilizing pseudo labels achieved a 15% increase in accuracy compared to those without them.
Analysis of video data with semi-supervised learning techniques highlights the role of pseudo labels.
These findings suggest that integrating pseudo labels may enable more robust action localization in machine learning.
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Lu et al. (Sat,) studied this question.
synapsesocial.com/papers/69a76160c6e9836116a2f3f6
https://doi.org/https://doi.org/10.1016/j.eswa.2026.131556