cyd0806/EM_pretrain_data

Large-scale Electron Microscopy Imaging Dataset

This repository contains a large-scale electron microscopy (EM) imaging dataset used in the TokenUnify paper. The dataset includes raw EM imaging data from various species and brain regions.

Dataset Information

• Format: HDF files
• Species: Mouse, Drosophila, Rat, and others
• Content: Brain imaging data from multiple brain regions

For more detailed information about the dataset, please refer to the TokenUnify paper.

Access

To request access to this dataset, please contact us at [email protected]. In your email, please include:

1. Your full name
2. Your affiliation
3. Intended use of the dataset

We will review your application and respond as soon as possible.

License

This dataset is provided for scientific research purposes only. Any form of redistribution or commercial use is strictly prohibited.

Citation

If you use this dataset in your research, please cite our related papers:

@inproceedings{chen2023self,
  title={Self-supervised neuron segmentation with multi-agent reinforcement learning},
  author={Chen, Yinda and Huang, Wei and Zhou, Shenglong and Chen, Qi and Xiong, Zhiwei},
  booktitle={Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence},
  pages={609--617},
  year={2023}
}

@article{chen2024tokenunify,
  title={TokenUnify: Scalable Autoregressive Visual Pre-training with Mixture Token Prediction},
  author={Chen, Yinda and Shi, Haoyuan and Liu, Xiaoyu and Shi, Te and Zhang, Ruobing and Liu, Dong and Xiong, Zhiwei and Wu, Feng},
  journal={arXiv preprint arXiv:2405.16847},
  year={2024}
}