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Data Efficiency
Improving the Efficiency of Self-Supervised Adversarial Training through Latent Clustering-based Selection
We introduce a Latent Clustering-based Selection method to choose a core subset from the entire unlabeled dataset, aiming to improve the efficiency of self-supervised adversarial training while preserving robustness.
Somrita Ghosh
,
Yuelin Xu
,
Xiao Zhang
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