README.md

---
license: mit
---

--- 

<h1 align="center">
AsymDSD
</h1>

<h3 align="center">
Asymmetric Dual Self-Distillation for 3D Self-Supervised Representation Learning
</h3>

<p align="center">
  <a href="https://arxiv.org/abs/2506.21724">
    <img src="https://img.shields.io/badge/PDF-arXiv-b31b1b?logo=arxiv&style=flat-square" alt="PDF">
  </a>
  <a href="https://neurips.cc/Conferences/2025">
    <img src="https://img.shields.io/badge/NeurIPS-2025-4c1?style=flat-square" alt="Conference">
  </a>
  <a href="https://github.com/remcofl/AsymDSD">
    <img src="https://img.shields.io/badge/Code-GitHub-blue?style=flat-square&logo=github" alt="Code">
  </a>
  <a href="https://huggingface.co/remcofl/AsymDSD">
    <img src="https://img.shields.io/badge/🤗%20HuggingFace-Models-yellow?style=flat-square" alt="HuggingFace">
  </a>
  <a href="https://github.com/remcofl/AsymDSD/blob/main/LICENSE">
    <img src="https://img.shields.io/badge/License-MIT-97ca00?style=flat-square" alt="License">
  </a>
  <a>
    <img src="https://img.shields.io/badge/Python-3.11-3776AB?style=flat-square" alt="Python">
  </a>
</p>

<div align="center">

<table border="0" cellspacing="20">
<tr>
  <td align="center">
    📄 <b>Paper</b><br>
    <a href="https://arxiv.org/abs/2506.21724">arXiv:2506.21724</a>
  </td>

  <td align="center">
    🎓 <b>Conference</b><br>
    NeurIPS 2025 (accepted)
  </td>

  <td align="center">
    🧑🏻‍💼 <b>Authors</b><br>
    Remco F. Leijenaar<br>
    Hamidreza Kasaei
  </td>
</tr>
</table>

</div>

</div>
<p align="center">
  <img src="https://raw.githubusercontent.com/remcofl/AsymDSD/refs/heads/main/assets/main_overview.png" width="800" alt="AsymDSD overview"/>
</p>

<p align="center">
  <sub>Overview of the Asymmetric Dual Self-Distillation (AsymDSD) framework.</sub>
</p>

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### 📑 Citation

If you find this repository useful, please cite our paper:

```bibtex
@article{leijenaar2025asymmetric,
  title={Asymmetric Dual Self-Distillation for 3D Self-Supervised Representation Learning},
  author={Leijenaar, Remco F and Kasaei, Hamidreza},
  journal={Advances in Neural Information Processing Systems},
  year={2025}
}
```