Adaptive Stage-Aware Assessment Skill Transfer for Skill Determination

Skill determination aims to evaluate how well a participant performs a specific action. The task is rather challenging, due to the diversity of action types and the scarcity of samples. Many existing works train a skill determination model on limited samples of each action type separately. However,...

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Veröffentlicht in:	IEEE transactions on multimedia 2024, Vol.26, p.4061-4072
Hauptverfasser:	Zhang, Shao-Jie, Pan, Jia-Hui, Gao, Jibin, Zheng, Wei-Shi
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptation models Adaptive source action search assessment skill transfer Feature extraction Hair Orthogonality skill determination Skills Task analysis Training Transfer learning Videos
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