Intention-Conditioned Long-Term Human Egocentric Action Forecasting

Project page | Paper

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

📢 News

• [11.01.2023] The full code is provided
• [07.01.2023] Our paper was presented in WACV2023
• [07.10.2022] Our ICVAE won 1st place in LTA ECCV@2022
• [14.06.2022] Our ICVAE won 1st place in LTA CVPR@2022
• [26.07.2022] We release the arXiv paper.

📝 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