大模型辅助的噪声鲁棒无监督骨架表示学习

蔡蕊,郭钦涵,张子豪,董建锋,张荣,刘宝龙,王勋

Large model-assisted noise-robust unsupervised skeleton representation learning

Rui CAI,Qinhan GUO,Zihao ZHANG,Jianfeng DONG,Rong ZHANG,Baolong LIU,Xun WANG

表 3 半监督学习性能比较

Tab.3 Comparison of semi-supervised learning performance

方法 A/% rs=1% rs=10% rv=1% rv=10% 3s-C-F[23] 52.3 76.5 53.1 81.3 PCM3[27] 53.8 77.7 53.1 82.8 HiCo[2] 54.4 73.0 54.8 78.3 Lin等[28] 55.2 78.9 54.9 82.9 UmURL[25] 58.1 76.5 58.3 81.5 CMD[29] 50.6 75.4 53.0 80.2 RMMD[4] 58.3 77.1 56.0 81.0 本研究方法 62.1 79.9 63.3 84.5