research

Outlier Detection using Generative Adversarial Networks

2018-05-01 gan research deep_learning

A BSc dissertation on exploiting the latent space of a Generative Adversarial Network for outlier detection — extending AnoGAN beyond medical imaging to generic high-dimensional data by substituting Bhattacharyya distance for the residual loss.