Weighted Ensemble Self-Supervised Learning

Ensembling has proven to be a powerful technique for boosting model performance, uncertainty estimation, and robustness in supervised learning. Advances in self-supervised learning (SSL) enable leveraging large unlabeled corpora for state-of-the-art few-shot and supervised learning performance. In t...

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Veröffentlicht in:	arXiv.org 2023-04
Hauptverfasser:	Ruan, Yangjun, Singh, Saurabh, Morningstar, Warren, Alemi, Alexander A, Ioffe, Sergey, Fischer, Ian, Dillon, Joshua V
Format:	Artikel
Sprache:	eng
Schlagworte:	Downstream effects Self-supervised learning Supervised learning
Online-Zugang:	Volltext
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