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Xiaopu Zhang

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Open access Sep 2026

DiMMPose: A Diffusion-Mamba Hybrid Framework with Multi-Prompt for Efficient and Robust 3D Human Pose Estimation

DiMMPose is proposed, a diffusion-based framework enhanced by Mamba’s state-space model for robust and efficient 3D pose estimation, which combines structured prompts encoded by LongCLIP with learnable prompt representations to provide anatomical and motion-related guidance during denoising.

Xu Li, Xue-Feng Guan, Chang Liu et al. · 0 citations

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