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Nov, 2023
高效Transformer的沙漏分词技术用于3D人体姿势估计
Hourglass Tokenizer for Efficient Transformer-Based 3D Human Pose Estimation
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Wenhao Li, Mengyuan Liu, Hong Liu, Pichao Wang, Jialun Cai...
TL;DR
提出了一种基于Transformer的3D人体姿态估计的剪枝和恢复框架,通过选择具有高语义多样性和消除视频帧冗余的少量代表性Token,在中间Transformer块中有效地提高模型效率。
Abstract
transformers
have been successfully applied in the field of
video-based 3d human pose estimation
. However, the high computational costs of these video pose
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