SkateFormer: Skeletal-Temporal Transformer for Human Action Recognition

Jeonghyeok Do Munchurl Kim^†

^†Corresponding author

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This repository is the official PyTorch implementation of "SkateFormer: Skeletal-Temporal Transformer for Human Action Recognition". SkateFormer achieves state-of-the-art performance in both skeleton-based action recognition and interaction recognition.

Please visit our project page for more experimental results.

Network Architecture

Codes and pretrained models will be updated soon.

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News

• Mar 19, 2024: This repository is created

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Reference

@misc{do2024skateformer,
      title={SkateFormer: Skeletal-Temporal Transformer for Human Action Recognition},
      author={Jeonghyeok Do and Munchurl Kim},
      year={2024},
      eprint={2403.09508},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

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