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Jing-Hao Xue

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Open access Sep 2026

Pose Magic++: Integrating Mamba and HyperGCN for Efficient and Temporally Consistent 3D Human Pose Estimation

Transformers have become dominant in 3D Human Pose Estimation (HPE). However, existing Transformer-based 3D HPE backbones often encounter a trade-off between accuracy and computational efficiency. To resolve the above dilemma, in this work we leverage recent advances in state space models and utilize Mamba for high-qua...

Xin-Yi Zhang, Qi-Qi Bao, Wen-Ming Yang et al. · 0 citations

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