Benchmarking Federated Few-Shot Learning for Video-Based Action Recognition

Few-shot action recognition aims to train a model to classify actions in videos using only a few examples, known as “shots,” per action class. This learning approach is particularly useful but challenging due to the limited availability of labeled video data in practice. Althou...

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发表在:	IEEE Access
Main Authors:	Nguyen Anh Tu, Nartay Aikyn, Nursultan Makhanov, Assanali Abu, Kok-Seng Wong, Min-Ho Lee
格式:	文件
语言:	英语
出版:	IEEE 2024-01-01
主题:	Human action recognition few-shot learning federated learning representation learning few-shot action recognition
在线阅读:	https://ieeexplore.ieee.org/document/10804801/