https://github.com/aim-uofa/divergen
DiverGen (CVPR 2024) & BSGAL (ICML 2024)
Science Score: 26.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (5.0%) to scientific vocabulary
Keywords
Repository
DiverGen (CVPR 2024) & BSGAL (ICML 2024)
Basic Info
Statistics
- Stars: 48
- Watchers: 6
- Forks: 2
- Open Issues: 0
- Releases: 0
Topics
Metadata Files
README.md
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:
```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}, } ```
Owner
- Name: Advanced Intelligent Machines (AIM)
- Login: aim-uofa
- Kind: organization
- Location: China
- Repositories: 23
- Profile: https://github.com/aim-uofa
A research team at Zhejiang University, focusing on Computer Vision and broad AI research ...
GitHub Events
Total
- Issues event: 6
- Watch event: 12
- Issue comment event: 5
- Push event: 4
- Fork event: 1
Last Year
- Issues event: 6
- Watch event: 12
- Issue comment event: 5
- Push event: 4
- Fork event: 1
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 6
- Total pull requests: 0
- Average time to close issues: 2 months
- Average time to close pull requests: N/A
- Total issue authors: 6
- Total pull request authors: 0
- Average comments per issue: 1.17
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 4
- Pull requests: 0
- Average time to close issues: 18 days
- Average time to close pull requests: N/A
- Issue authors: 4
- Pull request authors: 0
- Average comments per issue: 1.25
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- keepfishingforev (1)
- yunniw2001 (1)
- pILLOW-1 (1)
- Liruieat (1)
- Xb-Fishing (1)
- zenithc-git (1)