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