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Intention-Conditioned Long-Term Human Egocentric Action Forecasting

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This work ranked first in both the CVPR@2022 and ECCV@2022 EGO4D LTA Challenge!

<img src="/figures/overall_architecture.png" alt="ICVAE" style="zoom:45%;" />

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📝 QuickStart

Please take a look at our quickstart guide to know how to train and test our model.

🎓 Citation

If you find our work helps, please cite our paper.

@InProceedings{Mascaro_2023_WACV,
    author    = {Mascaro, Esteve Valls and Ahn, Hyemin and Lee, Dongheui},
    title     = {Intention-Conditioned Long-Term Human Egocentric Action Anticipation},
    booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
    month     = {January},
    year      = {2023},
    pages     = {6048-6057}
}

✉️ Contact

This repo is maintained by Esteve.

LICENSE

MIT