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data augmentation

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As part of the VietAI Summit 2019, Dr. Thang Luong gave a presentation about the advances in semi-supervised learning, and how to train AI with little labeled data. Advances in Semi-Supervised Learning – How to Train AI with Little Labeled Data presentation with Dr. Thang Luong, Research Scientist, Google Brain Abstract: Despite much success, deep learning generally does not perform well with small labeled training sets. Making use of unlabeled data to improve deep learning…

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At the VietAI Summit 2019, Thang Le from the VietAI team, discussed data augmentation and the concept of the backtranslation. He also discussed how to apply this technique in translation from English to Vietnamese.  In machine learning, we have a dataset and mathematical models. Generally, one tries to optimize the machine learning model by fitting data into the model. One of the things that makes machine learning powerful is that we have lots of data.…