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  1. repository to research & share the machine learning articles

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  2. The guide to tackle with the Text Summarization

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  3. Detect typo automatically, Adopt fix just by checking

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  4. The tool to make NLP datasets ready to use

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  5. QRNN implementation for TensorFlow

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  6. 🎹 Music Session with Google Magenta

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Contribution activity

November 2020

Created an issue in arXivTimes/arXivTimes that received 1 comment

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

一言でいうと 各クラス1サンプルのみの分類を半教師で行う手法(One-shot半教師)の精度を高めた研究。教師あり+教師なしのlossを組み合わせており後者はAugmentationの強弱で予測不変(Consistency)と表現一致(Contrastive)を使用。学習では確信度高いサンプル…

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