https://github.com/aim-uofa/divergen
DiverGen (CVPR 2024) & BSGAL (ICML 2024)
https://github.com/aim-uofa/divergen
active-learning generative-data-augmentation instance-segmentation long-tailed-segmentation lvis
Last synced: 7 months ago
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DiverGen (CVPR 2024) & BSGAL (ICML 2024)
- Host: GitHub
- URL: https://github.com/aim-uofa/divergen
- Owner: aim-uofa
- License: bsd-2-clause
- Created: 2024-03-15T09:26:09.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2025-07-06T07:07:13.000Z (10 months ago)
- Last Synced: 2025-09-04T00:43:11.645Z (8 months ago)
- Topics: active-learning, generative-data-augmentation, instance-segmentation, long-tailed-segmentation, lvis
- Language: Python
- Homepage:
- Size: 7.14 MB
- Stars: 48
- Watchers: 6
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
DiverGen & BSGAL
- [**DiverGen**](DiverGen) (CVPR 2024) - Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative Data
- [**BSGAL**](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](https://opensource.org/license/bsd-2-clause).
For commercial use, please contact [Chunhua Shen](chhshen@gmail.com).
## 🖊️ Citation
If you find this project useful in your research, please cite:
```BibTeX
@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},
}
```