Representation learning

Multi-animal 3D social pose estimation, identification and behaviour embedding with a few-shot learning framework
The quantification of animal social behaviour is an essential step to reveal brain functions and psychiatric disorders during …
Yaning Han, Ke Chen, Yunke Wang, Wenhao Liu, Zhouwei Wang, Xiaojing Wang, Chuanliang Han, Jiahui Liao, Kang Huang, Shengyuan Cai, Yiting Huang, Nan Wang, Jinxiu Li, Yangwangzi Song, Jing Li, Guo-Dong Wang, Liping Wang, Yaping Zhang
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Multi-animal 3D social pose estimation, identification and behaviour embedding with a few-shot learning framework
Motor imagery decoding in the presence of distraction using graph sequence neural networks
In this study, we propose a graph sequence neural network (GSNN) to accurately decode patterns of motor imagery from …
Shengyuan Cai, Haoran Li, Qiang Wu, Ju Liu, Yu Zhang
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Motor imagery decoding in the presence of distraction using graph sequence neural networks