Author

Rehab Alnefaie

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Open access Sep 2026

Beyond Pseudo-Labels: Dual-Level Knowledge Distillation for Enhanced Deep Clustering

This study introduces a novel clustering approach, namely Teacher–Student-based Deep Clustering (TSDC), that relies on intra- and inter-distillation-based feature representations. In fact, TSDC distils knowledge from (i) high- to low-response channels, forcing the latter to mimic the former, and (ii) deeper to shallowe...

Rehab Alnefaie, M. B. Ben Ismail, Ouiem Bchir · Algorithms · 0 citations