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Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach

Huy V. Vo, Vasil Khalidov, Timothée Darcet, Théo Moutakanni, Nikita Smetanin, Marc Szafraniec, Hugo Touvron, Camille Couprie, Maxime Oquab, Armand Joulin, Hervé Jégou, Patrick Labatut, Piotr Bojanowski

[Code is coming soon]

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This code is CC-BY-NC 4.0 licensed, as found in LICENSE.

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If you find our work useful, please consider giving a star and a citation:

@article{vo2024automatic,
  title={Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach},
  author={Vo, Huy V. and Khalidov, Vasil and Darcet, Timoth{\'e}e and Moutakanni, Th{\'e}o and Smetanin, Nikita and Szafraniec, Marc and Touvron, Hugo and Couprie, Camille and Oquab, Maxime and Joulin, Armand and Jégou, Hervé and Labatut, Patrick and Bojanowski, Piotr},
  journal={arXiv:2405.15613},
  year={2024},
}

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PyTorch code for hierarchical k-means -- a data curation method for self-supervised learning

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