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 4 迁移到PKU-MMD II数据集上的性能对比

Tab.4 Performance comparison when transferred to PKU-MMD II dataset

方法 A/% N60 N120 HaLP[24] 54.8 55.4 RMMD[4] 55.0 — HSTM-Transformer[17] 55.6 55.5 HiCo[2] 56.3 55.4 Lin等[28] 56.5 57.8 3s-C-F[23] 58.1 — CMD[29] 56.0 57.0 UmURL[25] 58.2 57.6 KTCL[3] 58.4 — 本研究方法 59.5 59.0