**Mamba 3D Pose Estimation** *PoseMamba: Monocular 3D Human Pose Estimation with Bidirectional Global-Local Spatio-Temporal State Space Model - April 2025Proceedings of the AAAI Conference on Artificial Intelligence 39(4):3842-3850* *----* *HGMamba: Enhancing 3D Human Pose Estimation with a HyperGCN-Mamba Network - 10 Apr 2025 - ArXiv* **PoseMamba** ![image](https://hackmd.io/_uploads/HkjZSIqhlg.png) ![image](https://hackmd.io/_uploads/Sy4vGIqngg.png) ![image](https://hackmd.io/_uploads/rkr-mUc3eg.png) ![image](https://hackmd.io/_uploads/SkrNQIchgx.png) *SSM* ![image](https://hackmd.io/_uploads/r1BnQUq3gg.png) ![image](https://hackmd.io/_uploads/ryupXU52lg.png) ![image](https://hackmd.io/_uploads/HykW4L9nxl.png) ![image](https://hackmd.io/_uploads/HJeB489hxl.png) ![image](https://hackmd.io/_uploads/HkGL4L5ngl.png) *Result* ![image](https://hackmd.io/_uploads/H1G_VU5nle.png) ![image](https://hackmd.io/_uploads/rJSTwL9nee.png) **HGMamba** ![image](https://hackmd.io/_uploads/HJFVrU5hex.png) ![image](https://hackmd.io/_uploads/BkUDrL92gl.png) ![image](https://hackmd.io/_uploads/rymGIUq3lx.png) ![image](https://hackmd.io/_uploads/rkUX8Lq2xg.png) ![image](https://hackmd.io/_uploads/rkzDIL9hxe.png) ![image](https://hackmd.io/_uploads/BJJFIIqhgg.png) ![image](https://hackmd.io/_uploads/BJScII9nlx.png) ![image](https://hackmd.io/_uploads/Hy12UI9hll.png) ![image](https://hackmd.io/_uploads/ryc6LLc2ex.png) ![image](https://hackmd.io/_uploads/Skx1PI9hxg.png) ![image](https://hackmd.io/_uploads/rymlvUchll.png) ![image](https://hackmd.io/_uploads/HJ8rwUchll.png) ![image](https://hackmd.io/_uploads/ByNwv8chxg.png)