semi_supervised_learning
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Table of Contents
Semi-Supervised Learning
Recommended Reading
- Introduction to Semi-Supervised Learning with Ladder Networks by Rinu Boney (2016)
- Semi-Supervised Learning with Ladder Networks by Antti Rasmus et al. (2015)
- Temporal Ensembling for Semi-Supervised Learning by Xiaojin Zhu (2008), a review of methods from the pre-deep learning era
- Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning by Mehdi Sajjadi, Mehran Javanmardi and Tolga Tasdizen (2016)
- Infinite Variational Autoencoder for Semi-Supervised Learning by Ehsan Abbasnejad and Anthony Dick (2016)
- Many flavors of Autoencoder by Agustinus Kristiadi (2016)
- Deep learning by Michael Nielsen
Tutorials
- Building Autoencoders in Keras by Francois Chollet (2016)
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