DiverGen & BSGAL

• DiverGen (CVPR 2024) - Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative Data

• BSGAL (ICML 2024) - Generative Active Learning for Long-tailed Instance Segmentation

📣 News

• 2024.11 We have released the code of DiverGen!
• 2024.7 We have released the code of BSGAL!
• 2024.5 BSGAL has been accepted to ICML 2024!
• 2024.2 DiverGen has been accepted to CVPR 2024!

License

For non-commercial academic use, this project is licensed under the 2-clause BSD License. For commercial use, please contact Chunhua Shen.

🖊️ Citation

If you find this project useful in your research, please cite:

@inproceedings{fan2024divergen,
  title = {DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative Data},
  author= {Fan, Chengxiang and Zhu, Muzhi and Chen, Hao and Liu, Yang and Wu, Weijia and Zhang, Huaqi and Shen, Chunhua},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  pages = {3986--3995},
  year  = {2024}
}

@inproceedings{zhu2024generative,
      title  = {Generative Active Learning for Long-tailed Instance Segmentation}, 
      author = {Muzhi Zhu and Chengxiang Fan and Hao Chen and Yang Liu and Weian Mao and Xiaogang Xu and Chunhua Shen},
      booktitle = {International Conference on Machine Learning},
      year  = {2024},
}