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Open access Aug 2026

HiPA-Gen: Hierarchical Interaction Perception and Alignment for High-Fidelity Pose-Guided Human Generation

Pose-guided human image generation aims to synthesize an image of a target person based on a reference image and a target pose. Although diffusion-based methods have recently achieved significant progress in pose alignment and visual realism, generating high-fidelity images in regions involving complex pose interaction...

Juncheng Zhu, Haotian Yang, Mubai Li et al. · 0 citations

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