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An Introduction to Deep Transfer Learning

An Introduction to Deep Transfer Learning. Mohammadreza Ebrahimi , Hsinchun Chen October 29, 2018. Acknowledgment. Some images and materials are from: Dong Wang and Thomas Fang Zheng, Tsinghua University

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416 views • 39 slides

Pre-training and transfer learning

Pre-training and transfer learning. Real-life challenges in NLP tasks. Deep learning methods are data-hungry >50K data items needed for training The distributions of the source and target data must be the same Labeled data in the target domain may be limited

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368 views • 32 slides

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An Introduction to Deep Transfer Learning

Pre-training and transfer learning