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auxiliary-learning

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Experiments on auxiliary learning

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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](https://vivien000.github.io/blog/journal/learning-though-auxiliary_tasks.html).

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

- Notebook for the toy experiments: [link](https://colab.research.google.com/github/vivien000/auxiliary-learning/blob/master/auxiliary_toy_example.ipynb)
- Notebook for the experiments on the CelebA dataset: [link](https://colab.research.google.com/github/vivien000/auxiliary-learning/blob/master/auxiliary_real.ipynb)
- Notebook for the experiments on the synthetic dataset: [link](https://colab.research.google.com/github/vivien000/auxiliary-learning/blob/master/auxiliary_synthetic.ipynb)
- Notebook to create the charts for the experiments on the synthetic dataset and the real dataset: [link](https://colab.research.google.com/github/vivien000/auxiliary-learning/blob/master/auxiliary_charts.ipynb)

Additional experiments and a comprehensive paper can be found in a [related repo](https://github.com/vivien000/auxiliary-learning2).

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