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auxiliary-learning

Experiments on auxiliary learning

This repository includes the code and the experimental results corresponding to this blog post: Learning through Auxiliary Tasks.

The notebooks can be directly opened in Google Colab with the following links:

  • Notebook for the toy experiments: link
  • Notebook for the experiments on the CelebA dataset: link
  • Notebook for the experiments on the synthetic dataset: link
  • Notebook to create the charts for the experiments on the synthetic dataset and the real dataset: link

Additional experiments and a comprehensive paper can be found in a related repo.

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