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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Min Li

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Conference 2026

SGAFormer: Skeleton-Graph and Agent-guided Transformer network for monocular video-based 3D human pose estimation

Ex-periments show that SGAFormer remains competitive under detected 2D keypoint inputs, achieves superior temporal consistency, and ob-tains strong upper-bound performance with ground-truth 2D keypoints, demon-strating the effectiveness of the proposed spatial-temporal modeling frame-work.

Min Li · 0 citations

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