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MULTI-TASK LEARNING USING KNOWLEDGE DISTILLATION

  • US 20190325308A1
  • Filed: 07/01/2019
  • Published: 10/24/2019
  • Est. Priority Date: 12/30/2016
  • Status: Active Grant
First Claim
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1. A computer implemented method comprising:

  • obtaining a respective set of training data for each of a plurality of machine learning tasks;

    for each of the machine learning tasks, configuring a respective teacher machine learning model to perform the machine learning task by training the teacher machine learning model on the training data for the task; and

    training a single student machine learning model to perform all of the plurality of machine learning tasks using (i) the configured teacher machine learning models, and (ii) the obtained training data.

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