Search Results for author: Helena E. Liu

Found 1 papers, 0 papers with code

FROST: Faster and more Robust One-shot Semi-supervised Training

no code implementations18 Nov 2020 Helena E. Liu, Leslie N. Smith

Specifically, we show that by combining semi-supervised learning with a one-stage, single network version of self-training, our FROST methodology trains faster and is more robust to choices for the labeled samples and changes in hyper-parameters.

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