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mcm's Introduction

MCM: Multi-condition Motion Synthesis Framework

MCM: Multi-condition Motion Synthesis Framework

Zeyu Ling*  Bo Han*  Yongkang Wong  Mohan Kangkanhalli  Weidong Geng 
Zhejiang University  National University of Singapore
arXiv 2023.09

💻 Project Page

📜 TODO List

  • Release the dataset preparation and annotations.
  • Release the main codes for implementation.
  • Release the demo video.

⚙️ Implementation

Coming soon!

🤝 Citation

If you find this repository useful for your work, please consider citing it as follows:

@article{ling2023mcm,
  title={Mcm: Multi-condition motion synthesis framework for multi-scenario},
  author={Ling, Zeyu and Han, Bo and Wong, Yongkang and Kangkanhalli, Mohan and Geng, Weidong},
  journal={arXiv preprint arXiv:2309.03031},
  year={2023}
}

mcm's People

Contributors

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mcm's Issues

About MWNet Architecture

This work is highly innovative. I am very curious about your work.But I have some problems about MWnet.

I want to know how the channel-wise self-attention part is specifically designed, as HumanML3d is not directly a combination of joint features. I am interested in how the joint features are divided to calculate the attention. Is there a more detailed appendix I can refer to? And when will you open your code?

Thank you very much!!!

About "Sudden Convergence" phenomenon

Thank you for your contribution to motion synthesis.

I'm interested in your research paper.

From my understanding, the MCM structure is inspired by ControlNet.

In ControlNet, there was a phenomenon known as 'sudden convergence' experienced during the training of the ControlNet model.

Did you experience the same phenomenon?

About dataset annotations

Thank you for your contribution to motion synthesis.
I'm interested in your research paper and I want to know how the BEAT dataset is annotated with pseudo text.
If possible, could you please share the annotated BEAT dataset with me?
Thank you.

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