Semi-Supervised Learning

Introduction to Semi-Supervised Learning with Ladder Networks by Rinu Boney (2016)

Semi-Supervised Learning with Ladder Networks by Antti Rasmus et al. (2015)

Semi-Supervised Learning Literature Survey

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)

Semi-Supervised Support Vector Machines by Kristin Bennett and Ayhan Demiriz (1999)

Many flavors of Autoencoder by Agustinus Kristiadi (2016)

Building Autoencoders in Keras by Francois Chollet (2016)