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Contrastive Learning or Masked Autoencoder? Understanding and Improving Self-Supervised Knowledge Distillation

Lying at the intersection of self-supervised learning (SSL) and knowledge distillation (KD), Self-supervised KD (SSKD) differs from classical KD frameworks by assuming the teacher model is pretrained without labels. As SSKD relies on SSL-pretrained teachers, recent works have largely employed masked...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Taegoo Kang, Sung-Ho Bae, Chaoning Zhang
Hōputu: Artigo
Reo:Inglês
I whakaputaina: IEEE 2026-01-01
Rangatū:IEEE Access
Ngā marau:
Urunga tuihono:https://ieeexplore.ieee.org/document/11417782/
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