Hierarchical Generation of Human-Object Interactions with Diffusion Probabilistic Models

Hierarchical Generation of Human-Object Interactions with Diffusion Probabilistic Models \ Huaijin Pi, Sida Peng, Minghui Yang, Xiaowei Zhou, Hujun Bao \ ICCV 2023

Running

Please see README.md in Python and Unity directories for details.

Unity

We use Unity to export the training data, test the models, and visualize the generated motions. We achieve this by socket.

Python

We use Python to train the models on the exported dataset.

Citation

@InProceedings{Pi_2023_ICCV,
    author    = {Pi, Huaijin and Peng, Sida and Yang, Minghui and Zhou, Xiaowei and Bao, Hujun},
    title     = {Hierarchical Generation of Human-Object Interactions with Diffusion Probabilistic Models},
    booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
    month     = {October},
    year      = {2023},
    pages     = {15061-15073}
}