100 Years of Data Augmentation
0
Papers
0
Year Span
0
Pub. Types
0
Since 2020
Survey Overview
Papers by Year
Click a bar to filter the table by year
Publication Types
Click a slice to filter by type
Top Venues
Click a bar to search by venue
Interactive Bibliography
Search, filter, and sort papers on data augmentation. Click column headers to sort.
| Title | Authors | Venue | Year | Type | Actions |
|---|
No papers match your search.
BibTeX
If this webpage is helpful for you, please cite our papers:
BibTeX
@inproceedings{islam2026s2fracmix,
title = {S2-FracMix: Rethinking Data Augmentation via Single Saliency-Guided Mixup},
author = {Islam, Khawar and Mahmood, Arif and Jin, Xin and Akhtar, Naveed},
booktitle = {European Conference on Computer Vision (ECCV)},
year = {2026}
}
@article{islam2024genmix,
title = {GenMix: Effective Data Augmentation with Generative Diffusion Model Image Editing},
author = {Islam, Khawar and Zaheer, Muhammad Zaigham and Mahmood, Arif and Nandakumar, Karthik and Akhtar, Naveed},
journal = {arXiv preprint arXiv:2412.02366},
year = {2024}
}
@inproceedings{islam2025context,
title = {Context-Guided Responsible Data Augmentation with Diffusion Models},
author = {Islam, Khawar and Akhtar, Naveed},
booktitle = {ICLR 2025 Workshop on Navigating and Addressing Data Problems for Foundation Models},
year = {2025}
}
@inproceedings{islam2024diffusemix,
title = {DiffuseMix: Label-Preserving Data Augmentation with Diffusion Models},
author = {Islam, Khawar and Zaheer, Muhammad Zaigham and Mahmood, Arif and Nandakumar, Karthik},
booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
year = {2024}
}