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A curated list of awesome papers on dataset reduction, including dataset distillation and dataset pruning (coreset selection).

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🔎 Awesome Dataset Reduction 🚀

A curated list of awesome papers on dataset reduction, including dataset distillation and dataset pruning (coreset selection).

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🎉 About

  • This is a platform to get the latest research on different kinds of Dataset Reduction methods, including dataset distillation and dataset reduction. Also, we will release a survey based on these wonderful works.
  • If you want to cite our work, here is our bibtex entry: CITATION.bib.
  • If you want to contribute to this repo, please directly contact us!

🔥 News

  • 2025/1/5 🤗🤗 We release an open-sourse repo "Awesome Dataset Reduction", which collects recent awesome dataset reduction papers! Feel free to contribute your suggestions!

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🧑‍💻 Contribution

👏 Thanks to these contributors for this excellent work!

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A curated list of awesome papers on dataset reduction, including dataset distillation and dataset pruning (coreset selection).

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